JMP Customer Success Stories Index

Meg_Hermes

JMP user references are designed to illustrate the benefits of JMP and can be shared externally with customers and prospects. I've created this internal database so that you can more easily search our success stories for specific features or topics. Just use CTRL+F to search keywords.

This content is also available in Confluence.

Content Type	Asset Title and URL	Organization	Industry	Region	Description	Keywords	User Name and Job Title	Product	Competitors	Available Languages
Discovery Summit Paper with Video	Finding the optimal parameters for laser welding of steel plates with JMP	Clecim	Industrial Manufacturing	France	A weld bead must meet two criteria: it must be free of defects and it must be resistant. The search for the optimal parameters for laser welding steel plates is already extremely demanding due to this double constraint. But by using custom DOE, ANOVA and Graph Builder in JMP, one can easily overcome the challenge of optimizing processing line productivity and the quality of the incoming material.	Steel strip manufacturing, steel plate processing, welding, machine learning, defect reduction, DOE, custom DOE, Graph Builder, defects visualization, Erichsen-type cupping tests, distributions, ANOVA, weld bead strength analysis	Stéphane Georges, R&D and Data Science Project Manager	JMP	Moba Group, Glatt Group, L.K. Machinery International, PM Group	English
Discovery Summit Poster with Video	Do Not Copy and Paste in Excel (Use JMP)	Galderma	Consumer Products	Sweden	Functionalities in JMP save users a tremendous amount of time in data cleaning, preparation and organization.	Excel, data cleaning, data organization, data preparation, time savings, efficiency, data import	Åke Öhrlund, Senior Analytical Scientist	JMP	Johnson & Johnson, Pfizer, BioScrip, Cytokinetics, Dermapharm, Dermalogics, Sanofi, Allergan	English
Discovery Summit Paper with Video	How to Enhance Data Analytics Skills by Encouraging JMP in a Company	Siltronic	Semiconductor, High-Tech Manufacturing	Germany	A senior manager at leading semiconductor company Siltronic shares his experience establishing the use of JMP as an enterprise standard, as well as his current view on JMP usage and future roadmap.	Analytics culture, culture transformation, career path, advocacy, resources, mentorship	Georg Raming, Senior Manager, Electrical Engineering	JMP	SUMCO, GlobalWafers, Virginia Semiconductor, Hemlock Semiconductor, 1366 Technologies, X-Fab Silicon Foundries, Zentrum Mikroelektronik Dresden AG, Samsung Semiconductor, Shin-Etsu, FlipChip International, Amkor Technology, Precision Flow Technologies	English
Discovery Summit Paper with Video	Predicting Molecule Stability in Biopharmaceutical Products with a Rapid Short-Term Study Using JMP	GlaxoSmithKline	Pharmaceutical	UK	To enable scientists to design, plan, and execute accelerated stability models (ASM) employing design of experiments for biopharmaceutical products, a JMP add-in has been developed. It permits users to predict mAb stability in shorter experimental studies (in two to four weeks) using the prediction profiler and bootstrapping techniques based on improved kinetic models. At GSK, Biopharm Process Research (BPR) deploys ASM for its early development formulation and purification stability studies.	Stability analysis, DOE, dashboard building, customization, scripting, automation, predictive modeling, process development, process research, stability studies	Paul Taylor, Senior Scientist; David Hilton, Investigator	JMP	Bristol Myers Squibb, Johnson & Johnson, Merck, Novartis, Abbott, Roche, Eli Lilly, Pfizer, Cipla, Teva Pharmaceuticals, Sanofi, AstraZeneca	English
Discovery Summit Paper with Video	How to Make More from Online and Offline Fermentation Data to Speed up Process Development	Clariant	Chemical	Germany	This presentation shows how to maximize insights and understanding of the process by modeling data collected offline (like product titer and parameters of downstream processing) and online sensor data (like pO2) in context of the Functional Data Explorer platform. Furthermore, this presentation highlights the advantages of using Graph Builder to lead a team and subject matter experts to a faster, easier and more efficient understanding of the produced data so that they may make better and more reliable decisions in the fields of bioprocess development.	Bioprocess development, Functional Data Explorer, statistical modeling, data exploration, FDE, fermentation processes, sensor data	Benjamin Fürst, Group Leader Bioprocess Design	JMP, JMP Pro	Dow, Celanese, Ashland Global Holdings, Evonik Industries, Eastman, W.R. Grace, DuPont, Royal DSM, LG Chem, INEOS, SABIC, LyondellBasell, Mitsubishi Chemical	English
Discovery Summit Paper with Video	SVEM (Self-Validated Ensemble Modeling): A Path Toward DOEs with Complex Models and Very Few Runs	Lohmann Tapes	Industrial Manufacturing	Germany	Three case studies are presented. The first two case studies deal with designs conducted on a production scale, first on a five-factor, 13-run design and then on a four-factor, 10-run design, each with nonlinear problems. Another use case shows a Bayesian I-optimal 15-factor, 23-run design for a nonlinear problem.	Self-validated ensemble modeling, DOE, experimentation, complexity, time savings, cost savings	Simon Stelzig, Head of R&D Data-Driven Development	JMP	Adhesives Research, Taiheiyo Cement, Bostik, Bakelite Synthetics, CHEMGROUP, Zeon Chemicals, Nitto, Marian, Flexcon	English
Discovery Summit Poster with Video	JMP Can Be Shiny Too	National Institutes of Health (NIH)	Government, Pharmaceutical	USA	This presentation shows how, as an alternative to R, JMP dashboards can be a tool for sharing the excitement of data discovery with others, personalizing the presentation of graphics and creating a visual storyboard to convey information.	Dashboard building, data visualization, customization, app development, scripting, time savings	Caroll Co, Research Scientist in Social & Scientific Systems; Helen Cunny, Toxicologist, Keith Shockley, Staff Scientist; David Umbach, Staff Scientist – all from the Division of the National Toxicology Program	JMP	N/A	English
Discovery Summit Paper with Video	Evaluating Meditation Program Using the SEM Platform in JMP	P&G	Consumer Products	USA	Human Resources staff from P&G use structural equation modeling (SEM) in JMP to evaluate the impact of a new employee wellness meditation program by using four major dimensions: resiliency, empathy, stress and mindfulness. The authors measured the scale and change over time of success indicators, specifically in terms of the wellbeing and productivity of employees.	Human resources, structural equation modeling, SEM, employee health, job satisfaction, modeling	A Narayanan, Principal Scientist; Annie Weisbrod, Principal Sustainability Scientist; Mark Bailey, Human Resources Expert	JMP	Colgate-Palmolive, Church and Dwight, Unilever, Estee Lauder, Revlon, Coty, Elizabeth Arden, Reckitt Benckiser, Newell Brands, Clorox, Kimberly-Clark	English
iscovery Summit Paper with Video	Optimizing Multivariate Models: From Data Collection to Optimal Conditions and Scoring Models	ADM	Consumer Products, Agriculture, Biotechnology	USA	This presentation demonstrates an entire workflow at ADM involving obtaining data from a data historian; modeling and optimizing with multivariate models that account for process constraints; using the MDMCC platform; scoring models online and writing abnormal conditions back to the historian.	Analytics workflow, dashboard building, customization, data access, data integration, data organization, modeling	Isaac Himanga, Senior Analytics Engineer	JMP Pro	Ingredion, COFCO, Tate & Lyle, Cargill, ED&F Man, Fresh Del Monte Produce, Bunge, Wilmar International, Unilever	English
Discovery Summit Paper with Video	Utilizing Extrapolation Control Features in JMP Pro 16 to Optimize Real-World Mining	Dow	Chemical	USA	The case study assesses 12 types of frothers in terms of their performance in mineral recovery in mining.	DOE, prediction profiler, predictive modeling	Xinjie Tong, Senior Research Statistician	JMP Pro	BASF, Bayer, Monsanto, Syngenta, DSM, Solvay, Huntsman, PolyOne, Eastman, Mitsubishi Chemical	English
Discovery Summit Paper with Video	Beyond A/B: Case Study of Multivariate Test Design and Advanced Analytics for Webpage Optimization	Wells Fargo	Banking, Finance	USA	This presentation demonstrates use of the JMP custom DOE platform to create a fractional factorial multivariate DOE for a financial services checking account webpage that effectively managed business constraints while providing the necessary data that lead to a 7% increase in application volume as compared to the legacy webpage.	DOE, partitioning, experimentation, partition modeling, webpage optimization, consumer research, market research	Steven Crist, Analytics Consultant	JMP	JPMorgan Chase, Bank of America, Citigroup, Goldman Sachs, State Street Corporation, BNP Paribas, Morgan Stanley	English
Discovery Summit Paper with Video	A New Resolve to Dissolve: Model Drug Dissolution with Functional DOE	Perrigo	Pharmaceutical	USA	This paper illustrates how functional DOE is an extremely robust and easy-to-use technique for optimizing to a target dissolution profile rapidly with fewer resources.	DOE, Functional Data Explorer, FDE, functional data, formulation science, formulation development, model dissolution, drug development	Amanjot Kaur, Statistician	JMP Pro	Taro, Arbor Pharmaceuticals, Merz Pharma, Mylan, Allergan, Jazz Pharmaceuticals	English
Discovery Summit Paper with Video	As Easy as Uploading a Photo: Building, Sharing, and Updating Add-ins Automatically	Novozymes	Biotechnology	USA	This presentation gives an overview of an automatic tool developed by Novozymes as a Python build script, automated workflow and JMP add-in package that makes building, sharing, and updating JMP add-ins incredibly easy.	Dashboard building, analytics workflow, scripting, Python integration, culture of analytics, customization, analytics capability development, data access, data integration	Michael Akerman, Senior Data Scientist; Johan Pelck Olsen, Data Scientist	JMP	BBCA Group, Lonza, Element Solutions, DuPont Industrial Biosciences, CHR Hansen, Novo Nordisk, Biocon, Royal DSM, Huvepharma, ABF Ingredients	English
Discovery Summit Paper with Video	Employment Application Arrival Model for Talent Acquisition Simulation and Management	Sandia National Laboratories	Government	USA	This presentation demonstrates that employment application arrival behavior may be effectively modeled using an ensemble of Gamma-Poisson distributions with mean rate and overdispersion parameter distributions correlated to work site, field of practice, and career stage, using application data from a large research organization collected over several years.	Human resources, statistical modeling, talent acquisition, data visualization	Thor Osborn, Principal Systems Research Analyst	JMP	N/A	English
Discovery Summit Paper with Video	Combining DOE and First-Principles Science to Maximize Yield and Minimize Impurity with Curve DOE	AstraZeneca	Pharmaceutical	USA	By directly incorporating engineering and scientific knowledge via nonlinear equations, models more realistically extrapolate to new combinations of factor settings not present in the data, while also being more robust to missing data and functions sampled over different ranges of X. Applying this approach to pharmaceutical product development (simultaneously to product yield and impurity reaction curves) illustrates the ease of use and practical statistical advantages of using model selection criteria.	FDE, Functional Data Explorer, product development, yield, impurity reduction, defects, DOE, experimentation	Brian Taylor, Statistician	JMP Pro	Daiichi Sankyo, Boehringer Ingelheim, Sanofi, Novartis, GSK, Amgen, Bayer, Bristol-Myers Squibb, Pfizer, Roche	English
Discovery Summit Poster with Video	Accelerated Life Test Development to Demonstrate and Quantify Washing Machine Motor Reliability	WEG	Industrial Manufacturing	Brazil	This poster provides information about how quality engineers used JMP to analyze data and develop an accelerated life test.	DOE, quality engineering, experimentation, reliability data analysis, historical data analysis, product reliability	André Caron Zanezi, Six Sigma Black Belt;  Danilo da Silva Toniato, Quality Engineer	JMP	ABB, Bharat Bijlee, Regal Rexnord, Siemens, Emerson	English
Discovery Summit Poster	Root Cause Failure Analysis in the Semiconductor Industry Using Data Analytics and Machine Learning	NXP	Semiconductor	France	An NXP customer in the automotive industry reported an issue with some parts, and failure analysis highlighted several failing tests in valve management functions.	Machine learning, failure analysis, root cause analysis, wafers, prediction algorithms, predictive modeling	Corinne Bergès, Six Sigma and Root Cause Problem Solving Leader	JMP Pro	Analog Devices, Maxim Integrated, Infineon, Broadcom, Intel, Marvell, Nvidia, Texas Instruments, STMicroelectronics, Nordic Semiconductor, Renesas Electronics	English
Discovery Summit Paper with Video	Use of Functional Data Explorer in a Mixture Design for Tribological Performance Prediction	FUCHS	Industrial Manufacturing	France	This presentation outlines an approach to realizing a mixture design for formulations containing up to three performance additives and analyze the results obtained from tribological equipment (friction coefficient vs. temperature). A new approach based on Functional Data Explorer enables a holistic view of the relevant systems behavior, allowing for increased understanding of more complex interactions typically neglected by conventional evaluation.	FDE, Functional Data Explorer, DOE, mixture design, experimentation, functional data, formulations	Victor Guiller, R&D Engineer	JMP Pro	Petrosys, Omega AS, Stochastic Simulation, Castrol, Klüber Lubrication, Petromin, Balmer Lawrie, Freudenberg Filtration, Sonol, PureLine, Stepan Company,  Universal Chemicals and Coatings	English
Discovery Summit Paper with Video	Milking the Data at Dairygold: From Bar Charts to Neural Networks	Dairygold	Consumer Products	Ireland	This session provides insight into how Dairygold, a business steeped in tradition and history, has embraced and encouraged the use of data analytics to ensure that it can no longer be considered a business deemed to be “data rich, but information poor.”	Culture of analytics, analytics transformation, digital transformation, commodity, commodities, quality engineering, process enablement	Kieran O'Mahony, Data Science and Analytics Manager	JMP	LIC, Norco, Lakeland Dairies, Milcobel, Unilever, Mondelez, Kraft	English
Discovery Summit Paper with Video	In Pursuit of the “Golden Curve:” A Comparison of FDA and PLS Analyses of Data Series	P&G	Consumer Products	Germany	P&G statisticians apply Functional Data Analysis to extract discriminating curve characteristics representing product features. Using case studies from Baby Care, they show how to turn sensor data into meaningful information. In addition, they compare FDA with PLS in SIMCA to understand when to use each method.	Functional Data Explorer, FDE, functional data, DOE, experimentation	Beatrice Blum, Senior Statistician; Phil Bowtell, Principal Statistician	JMP Pro	Colgate-Palmolive, Church and Dwight, Unilever, Estee Lauder, Revlon, Coty, Elizabeth Arden, Reckitt Benckiser, Newell Brands, Clorox, Kimberly-Clark	English
Discovery Summit Paper with Video	How to Use Statistics as a Common Language – and How to Improve Process Quality by Doing So	Envases	Industrial Manufacturing	Denmark	What started out as a nebulous project with a very limited set of data turned out to be a successful project as the Envases team began structured and data-oriented progress using JMP. This case illustrates how various departments can work together using data and statistics as the foundation for process improvements.	Data visualization, quality engineering, process quality, analytics culture, analytics enablement, DOE	Marcus Soerensen, Head of Quality & Six Sigma	JMP, JMP Pro	Elopak, Signode, Pactiv Evergreen, Branopac	English
Discovery Summit Paper with Video	Data Mining Tools and Applications in Manufacturing	Saint-Gobain	Industrial Manufacturing	France	The presenters share a real case study showcasing a new protocol developed based on Knowledge Discovery in Databases (KDD) methodology and Six Sigma.	Data preprocessing, data transformation, data mining, data access, data integration, analytics workflow, dashboard building, predictive modeling	Yassir El Housni, R&D Engineer/Data Scientist; Mickael Boinet, Smart Manufacturing Group Leader, Saint-Gobain Research Provence	JMP	NSG, Schott, Guardian Glass, CRH	English
Discovery Summit Paper with Video	A Walk Through Text Explorer to Understand Customers’ Needs	W. L. Gore & Associates	Industrial Manufacturing, Consumer Products	Germany	In this talk, the presenter shows how she used product descriptions for shoes in web shops to analyze what properties end users expect and need in different types of shoes. JMP Text Explorer helps process data and  visualize the most important shoe features via word clouds.	Consumer research, text analytics, Text Explorer, data visualization, word clouds, consumer products, unstructured data	Kira Alhorn, Statistician	JMP, JMP Pro	DUNMORE, RTP, Jessup, Zhongding, TSG Holdings, Holliston Holdings, Alpha Engineered Composites, CCI-GSF, Barrday, Omni, California Combining	English
Discovery Summit Paper with Video	Optimization of a milling process to match the innovator drug product quality attributes	Dr. Reddy's Laboratories	Pharmaceutical	UK	In this study, the objective was optimization of a milling process to generate a drug product with particle size attributes all in the same range as that of the innovator product.	Functional Data Explorer, FDE, Functional Principle Components, FPC, PCA, principle components analysis, process development, formulation	Christel Kronig, Senior Analytical Scientist; Andrea Sekulovic,  Formulation Process Development Scientist	JMP	Jubilant Life Sciences, PharMerica, Lupin Pharmaceuticals, LifePoint Health, Sunpharma	English
Discovery Summit Paper with Video	Avoid Wasting Time Investigating False Effects	Oxford Biomedica	Biotech	UK	This presentation demonstrates how refitting models using multiple validation columns can allow the identification of the simplest and most frequently occurring model. Data from 67 bioreactor production runs containing 20 candidate predictors were used for analysis. The simulate function in JMP Pro was used to randomly generate 100 validation columns.	Cell culture bioprocesses, process R&D, process development, characterization studies, process performance, yield, validation, predictive modeling	Jose Goncalves, Upstream Scientist; Rebecca Clarke, Upstream Senior Scientist;  George Pamenter, Downstream Process R&D Scientist; Thomas Chippendale, Upstream Senior Scientist	JMP Pro	BioNTech, Dicerna Pharmaceuticals, Stemline Therapeutics, Mutabilis, Kamada Pharmaceuticals, DiaMedica, Innate Pharma, GenVec, Agile	English
Discovery Summit Paper with Video	JMP Application for Automatic Immunogenicity Cut-Point Determination, Evaluation and Reporting	Ablynx, a Sanofi company	Pharmaceutical	Belgium	Scientists developed a JMP script for cut-point determination and assessment, which follows a pre-determined decision tree developed based on industry guidance, white papers and scientific best-practice. The script is designed to be appropriate for validation and use in GxP studies.	Customization, dashboard building, scripting, decision trees, validation, automation, data access	Els Pattyn, Non-Clinical Efficacy and Safety Statistician	JMP	Novo Nordisk, Genentech, Medtronic, Celgene, Zoetis, Vertex Pharmaceuticals, Regeneron	English
Discovery Summit Paper with Video	The Power Behind Data: Historical Data Analysis of a Biopharmaceutical Process	Lonza	Pharmaceutical	Switzerland	This presentation offers a structured data handling approach based on the “tidy data principle,” which allowed the authors to efficiently study the data from more than 80 production batches. The results of different statistical analyzes  were used in combination with existing process knowledge to improve the overall product yield.	Predictor screening, machine learning, PLS, structured data handling approach,  process development, yield	Anne-Catherine Portmann, USP Development Scientist; Sven Steinbusch, Senior Project & Team Leader, Microbial Development Service	JMP	Patheon, Kemin, DSM, Barentz, Eastman, BTSA, Croda, Wacker, Ashland, Catalent, Bristol Myers Squibb, DuPont, Divis Laboratories	English
Success Story	“Nutritious soda” may sound like an oxymoron. But thanks to some shrewd statistics, PHYZZ is that and more.	Phyzz	Consumer Products	USA	A combination of sensory analysis and design of experiments – all done in-house – has helped scientists optimize the taste, shelf life and nutritional value of their innovative new line of sodas.	Sensory analysis, DOE, consumer research, flavor profile, R&D, nutrition, shelf life, stability, design of experiments	John Cunningham, Founder	JMP Pro	PepsiCo, Unilever	English
JMP Advocate Interview	Mauro Gerber of HUBER+SUHNER on why ‘smart factory’ and ‘digitization’ mean little without the democratization of statistical thinking	HUBER+SUHNER	Industrial Manufacturing, Fiber Optics	Switzerland	An interview with Mauro Gerber of HUBER+SUHNER on why ‘smart factory’ and ‘digitization’ mean little without the democratization of statistical thinking	Analytics culture, culture transformation, digital factory, smart factory, process engineering, learning statistics, Discovery Summit, education, STIPS	Mauro Gerber, Process Engineer and Statistical Expert	JMP	Ji-Haw Industrial, Lapp Group, Radiall, Beijer Alma, Yazaki Europe, Radio Frequency Systems, BizLink, Schaffner, Rosenberger, TE Connectivity, Molex	English
JMP Advocate Interview	Chemical engineer Meagan Walker of Kemira on learning applied statistics, getting started with JMP and taking advantage of free online training resources	Kemira	Chemical, Paper & Pulp, Energy, Waste Water	Finland, USA	An interview with chemical engineer Meagan Walker of Kemira on learning applied statistics, getting started with JMP and taking advantage of free online training resources	Analytics culture, culture transformation, advocating for analytics, learning JMP, chemical engineering, process engineering, Early Adopter Program, JMP webinars, JMP resources, training, advice for new users, advice for students	Meagan Walker, Operational Excellence Senior Specialist	JMP	Select Energy Services, Georgian Water & Power, Palyja, Black Mountain	English
JMP Advocate Interview	Dirk de Bruyn Ouboter of Syngenta on the excitement of data discovery and becoming an analytics ambassador	Syngenta	Chemical, Agricultural Technology, Agriculture	Switzerland	An interview with Dirk de Bruyn Ouboter of Syngenta on the excitement of data discovery and becoming an analytics ambassador	Analytics culture, culture transformation, advocating for analytics, learning JMP, STIPS, chemistry, advice for new users, advice for students, Mastering JMP, the Community, resources	Dirk de Bruyn Ouboter, Platform Lead for Data Capture, R&D	JMP	Monsanto Company, BASF, Dow AgroSciences, Bayer, DuPont Pioneer	English
Featured Research	An interview with forest scientist Dr. Teresa Fidalgo Fonseca on silvicultural simulations and the joy of modeling	Universidade de Trás-os-Montes e Alto Douro	Academic, Forest Science	Portugal	An interview with forest scientist Dr. Teresa Fidalgo Fonseca on silvicultural simulations and the joy of modeling	Forestry, forest science, silviculture, statistical modeling, teaching statistics, academics, algorithms	Teresa Fidalgo Fonseca, Professor of Forest Science	JMP	N/A	English
Success Story	富山大学 薬学部 製剤設計学講座 | JMP	Toyama University	Academic, Pharmaceutical	Japan	Scientists use JMP to apply the benefits of new multivariate analysis methods to research as the concept of Quality by Design (QbD) becomes more prevalent in drug development.	Quality by design, QbD, quality engineering, multivariate analysis, drug development	Yoshinori Onuki, Visiting Professor, Faculty of Pharmaceutical Sciences	JMP	N/A	Japanese
Success Story	At Marelli, curiosity is the mother of innovation	Marelli	Automotive, Industrial Manufacturing	Italy	Technical leadership at Marelli sought an analytics tool that could offer both sophisticated statistical analysis and a means of streamlining the entire manufacturing data workflow. Since its implementation, JMP has made data exploration a best practice within Marelli’s analytics workflows, enabling domain experts to quickly extract more value – and ultimately more insight – from their data. Furthermore, this workflow has even helped to change the culture by empowering data and domain experts alike to approach data with a spirit of curiosity.	Quality engineering, analytics workflow, culture of analytics, Six Sigma, data driven decision making, optimization, big data management, data access, visualization, time savings, efficiency	Simone Cianchini, Head of Process Quality Electronics	JMP	Tenneco, HELLA, Erlson Precision, TI Fluid Systems, Valeo, Johnson Controls, Gentex, Eurolaf Veiculos Especiais, PHA Body Systems, ViGEM, NGK Europe	English
Success Story	A major milestone towards malaria control	Target Malaria	Academic, Life Sciences	EMEA	JMP granted consortium-wide access to JMP Pro software for Target Malaria researchers in Europe and Africa through a license with its lead institution, Imperial College London. In contrast to open-source packages such as R, JMP facilitates high-quality, publication-ready data visualization, exploration, analysis and reporting – all without a single line of code. As a result, field researchers are now empowered to explore and analyze their own data, thereby removing their reliance on external biostatistical support that had previously delayed research output. "Access to JMP has been so important for capacity building,” says Professor Frederic Tripet. Having a statistical tool that is both powerful and accessible, he says, has accelerated not only research but also the publication of that research, bringing scientists one step closer to the inclusion of novel genetic vector control strategies in the broader malaria control toolkit.	Genetics, academic research, capacity building, comparison with R, academic publications, data visualization, equity and access	Frederic Tripet, PhD, Director of the Centre for Applied Entomology and Parasitology	JMP Pro		English
Success Story	A transformative training program teaches applied statistics – and the tools to go with it	KM Biologics	Pharmaceutical, Biotech	Japan	KM Biologics, a Meiji Holdings subsidiary and developer of one of Japan's first Covid-19 vaccines, dramatically improved in-house statistical literacy by implementing a widespread training program based on STIPS. Those who have been through the program are using JMP to analyze process data using control charts – a use case that has led to significant cost savings.	STIPS, culture of analytics, training, education, data literacy, process data, control charts, statistical process control, cost savings, ROI, Covid vaccine	Shinji Tochihara, Product Development Specialist; Tatsufumi Onchi, Research Scientist; Tomoko Sakazawa, Manufacturing Engineer	JMP		Japanese, English
Featured Research	An interview with political science major Megan Tengan on analyzing text data from Twitter to gauge public sentiment about critical race theory and Covid policy in Hawai’i	The University of Hawai'i at Manoa	Academic, Political Science, Social Science, Policy	USA	An interview with political science major Megan Tengan on analyzing text data from Twitter to gauge public sentiment about critical race theory and Covid policy in Hawai’i	Academic research, undergraduate study, public policy, social sciences, social media	Megan Tengan, Undergraduate Student	JMP	N/A	English
Success Story	Enter the new era of connectivity	Murata Finland	Semiconductor, Manufacturing, High Tech	Finland	Digital manufacturing systems at Murata’s Vantaa, Finland site generated far more data than could be managed with existing tools. Barriers to data access and time-consuming data integration processes caused delays and limited the value that could ultimately be extracted from the company’s digital factory. Murata made JMP its universal data integration tool. Now used by operators, technical experts, data scientists and management alike, JMP helped automate the site’s entire data analytics workflow and improve data quality.	Data integration, automation, dashboard building, digital factory, connectivity, smart manufacturing, data quality, data access, data management, customization, comparison with Minitab, standardization, scripting, culture of analytics, democratization of analytics, variation reduction, value beyond the software	Philip O’Leary, Data Integration Manager	JMP	Cyntec, GainSpan, Electroverge, Coilcraft, FossilShale Embedded, Alps Electric, Kemet, TDK, Kyocera	English, Japanese
JMP Advocate Interview	Levannia Lildhar of Siemens Healthineers on data literacy, her evolution from product engineering to data science, and why curiosity may be more valuable than formal training	Siemens Healthineers	Medical device, Diagnostics	Canada	Levannia Lildhar of Siemens Healthineers on data literacy, her evolution from product engineering to data science, and why curiosity may be more valuable than formal training	Culture of analytics, learning, training, career path, product engineering, advocating for analytics, analytics enablement, STIPS, Early Adopter	Levannia Lildhar, Data Scientist	JMP		English
JMP Advocate Interview	Gian-Franco Pironti of Merck KGaA on optimizing the business value of data with tools that make analytics approachable	Merck KGaA	Semiconductor, Manufacturing, Chemical	Germany	Gian-Franco Pironti of Merck KGaA on optimizing the business value of data with tools that make analytics approachable	Design of experiments, DOE, engineering, advocating for analytics, analytics enablement	Gian-Franco Pironti, Applications Engineer	JMP		English
Featured Research	Biologist Patricia Chow-Fraser on how her lab uses statistics to monitor, assess and predict patterns in aquatic ecosystem health	McMaster University	Academic, Ecology	Canada	Biologist Patricia Chow-Fraser on how her lab uses statistics to monitor, assess and predict patterns in aquatic ecosystem health	Ecology, biology, teaching statistics, academic, ecological fieldwork	Patricia Chow-Fraser, Professor of Biology	JMP	N/A	English
YouTube Video	When digital transformation changed the nature of work, Perrigo saw opportunity	Perrigo	Pharmaceutical	USA	With JMP Live, Perrigo’s R&D group consolidated data workflows and deepened enterprisewide collaboration between subject matter experts, statisticians and leadership. Faster decision making at scale has since accelerated product development cycles.	JMP Live, time savings, digital transformation, culture of analytics	AJ Kaur, Statistician	JMP Live	Taro, Arbor Pharmaceuticals, Merz Pharma, Mylan, Allergan, Jazz Pharmaceuticals	English
YouTube Video	At Vishay, a customized analytics workflow reduces unutilized engineering talent	Vishay	High Tech, Semiconductor	Italy	Senior R&D Manager Fabrizio Ruo Redda explains how JMP has significantly decreased costs as a result of an 83% reduction in data processing time. With JMP, engineering talent in Vishay’s R&D lab is now more fully utilized, with individuals empowered to actively seek improvement opportunities in their data. JMP has become an essential partner in Vishay’s digital transformation, and Ruo Redda says, “[Without JMP] I believe we would have continued to make incremental improvements, but not realized the same level of business impact.”	Time savings, ROI, data preparation, R&D, workflow, engineering, analytics culture, digital transformation, analytics transformation	Senior R&D Manager Fabrizio Ruo Redda	JMP	Yageo, STMicroelectronics, Renesas Electronics, Infineon, KEMET, Toshiba, Broadcom, ON Semiconductor, TDK, GlobalFoundries, Powerchip Technology, AVX Corporation, Electroverge, SiliconExpert Technologies, Murata, Panjit International, Diodes International, NXP	English
YouTube Video	Milking the data for all its worth at Dairygold	Dairygold	Consumer Products, Commodities, Food, Agriculture	Ireland	At Irish dairy cooperative Dairygold, a dynamic process-enabling tool helps develop the analytics capability of the whole organization.	Culture of analytics, analytics transformation, digital transformation, commodity, commodities, quality engineering, process enablement	Kieran O'Mahony, Data Science and Analytics Manager	JMP	LIC, Norco, Lakeland Dairies, Milcobel, Unilever, Mondelez, Kraft	English
JMP Advocate Interview	Marianne Toft of Novozymes on Discovery Summit, continuous learning and how statistics should be seen as a tool to enhance scientific expertise	Novozymes	Biotechnology, Chemical	Denmark	Marianne Toft of Novozymes on Discovery Summit, continuous learning and how statistics should be seen as a tool to enhance scientific expertise	Analytics culture, analytics transformation, STIPS	Marianne Toft, Senior Statistician	JMP	FMC, Element Solutions, Lonza, DuPont, BBCA Group, Biocon, CHR Hansen, ABF Ingredients, Syngenta	English
JMP Advocate Interview	Alicia Garcia-Tunon of Johnson & Johnson Vision on how advocating for statistical approaches has shaped her career as a process engineer and leader in analytics enablement	Johnson & Johnson Vision	Medical Device Manufacturing	USA	Alicia Garcia-Tunon of Johnson & Johnson Vision on how advocating for statistical approaches has shaped her career as a process engineer and leader in analytics enablement	Analytics culture, analytics transformation, process engineering, STIPS	Alicia Garcia-Tunon, Process Engineer	JMP	Alcon, Bausch & Lomb, CooperVision, Acuvue, Essilor	English
JMP Advocate Interview	Innovation Manager Lee Laim on Micron’s analytics culture and the symbiotic relationship of domain expertise and statistics	Micron	High Tech Manufacturing	USA	Innovation Manager Lee Laim on Micron’s analytics culture and the symbiotic relationship of domain expertise and statistics	Analytics culture, analytics transformation, Early Adopter program, JMP resources	Lee Laim, Innovation Manager	JMP	Samsung Electronics, Intel, Seagate, Western Digital, SK Hynix	English
Success Story	An investment in analytics enablement amplifies innovation in low-power memory technology	Jeju Semiconductor Corporation	Semiconductor, High-Tech Manufacturing	Korea	The outsourcing of fabrication processes to manufacturing partners is now allowing fabless semiconductor companies like Jeju Semiconductor Corporation (JSC) to focus resources on fast-paced R&D. When it became apparent that Excel provided insufficient functionality for JSC’s growing data access, management, analysis and communication needs, leaders turned to JMP. The platform’s wide-ranging fit-for-purpose tools for design of experiments, capability analysis and quality engineering – all without the need for a single line of code – have proven critical to process stabilization and the creation of product knowledge.	Process stabilization, DOE, capability analysis, quality engineering, defect reduction, improving yield, analytics culture, digital transformation, IoT, 5G, collaboration, workflow, data management, time savings	Jeong KyungYun, Chief; Bu SangDon, Deputy General Manager	JMP	Shenzhen Shenai Semiconductor, Amlogic Shanghai, SUMCO, QPL International Holdings	English
Success Story	日本初のデータサイエンス学部が、JMPを活用する理由	Shiga University Faculty of Data Science	Academic	Japan	This is an example of how the university, which was the first in Japan to establish a data science department, introduced JMP into its practice lectures from an early stage.	Teaching statistics, teaching data science, university education	Shohei Shimizu, professor of data science at Shiga University	JMP	N/A	Japanese
Success Story	Reproducibility is key to regulatory compliance. The hidden benefit? It boosts customer trust.	Thermo Fisher Scientific	Pharmaceutical, Life Sciences, Medical Device	France	When process engineers were tasked with transferring a pharmaceutical batch from 1 kg to 40 kg clinical production based on a small feasibility study, the team used JMP to validate the experimental space and ensure conformity. Readymade SPC tools in the platform helped them to not only meet compliance standards for their first clinical batch, but to do so within a span of just 2 months. Moreover, says Project Development Manager Christopher Thorne, “Sophisticated statistical approaches and the use of graphical tools in JMP helped us to earn our client’s trust.”	Process engineering, process development, stability, feasibility study, statistical process control, SPC, process validation, process verification, democratization of analytics, workflow, data management, collaboration, time savings, technology transfer, defect reduction, DOE, reproducibility, QbD, quality by design	Christopher Thorne, Project Development Manager; Veronique Brianto, Validation Engineer; Damien Bonnet, Validation Engineer	JMP	Agilent Technologies, Bruker Corporation, Beckman Coulter, Bio-Rad Laboratories, Illumina, Roche, Lonza, Merck, Danaher, VWR International, PerkinElmer	English
JMP Advocate Interview	Dr. Georg Raming of Siltronic on how analytics enriches the work of a domain expert – and why resources from JMP can add value	Siltronic	Semiconductor, High-Tech Manufacturing	Germany	Dr. Georg Raming of Siltronic on how analytics enriches the work of a domain expert – and why resources from JMP can add value	Analytics culture, culture transformation, career path, advocacy, resources, mentorship	Georg Raming, Electrical Engineer	JMP	SUMCO, GlobalWafers, Virginia Semiconductor, Hemlock Semiconductor, 1366 Technologies, X-Fab Silicon Foundries, Zentrum Mikroelektronik Dresden AG, Samsung Semiconductor, Shin-Etsu, FlipChip International, Amkor Technology, Precision Flow Technologies	English
Success Story	Rapid innovation in COVID-19 diagnostics accelerated testing at a make-or-break moment in the pandemic	Imperial College London + Riffyn	Diagnostics, Biotechnology, Pharmaceutical	UK, USA	Open-access high-throughput synthetic biology workflows managed from end to end within Riffyn Nexus enabled researchers to randomize and dynamically iterate experiments and take advantage of all the statistical power that JMP® has to offer. Riffyn’s JMP AddIn, explains senior scientist Zoey Herm, “can do in an afternoon what would have otherwise required a week or more of work for potentially less compelling results.” In just 9 weeks, researchers had developed and validated a novel qPCR diagnostic assay for SARS-CoV-2 that could process up to 1,000 samples within 24 hours. With its adaptability to a range of reagents and liquid-handling instrumentation systems, the assay was scaled to National Health Service (NHS) labs at the community level across the UK.	COVID-19, diagnostic testing development, ROI, process development, iterative data processing, automation, workflow, synthetic biology, supply chain challenges, data visualization, design of experiments, DOE, reproducibility	Michael Crone, MD, PhD; Zoey Herm, Senior Scientist	JMP	N/A	English
Success Story	Where machine learning and ecology collide, formerly threatened species are making a comeback	Karlsruhe Institute of Technology	Academic, Ecology, Conservation	Germany	Researchers are working to develop algorithmic tools that will lower the barrier to entry for biologists with little prior experience dealing with big data. A key part of doctoral student Frederick Kistner’s solution is JMP, which provides a customizable, end-to-end platform for the Footprint Identification Technique (FIT) first developed by conservation biologists at WildTrack.	Machine learning, AI, image data, ecology, FIT, footprint identification technique, WildTrack, conservation management, non-invasive monitoring, citizen science, data for good, Data for Green	Frederick Kistner, PhD Student	JMP	N/A	English
Success Story	Milking the data for all its worth	Dairygold	Consumer Products, Food Industry, CPG, Commodities	Ireland	Change agents refocused a prior Six Sigma program toward the goal of raising the analytics capability of the whole organization, regardless of individuals’ statistical expertise. To make this vision a reality, JMP is serving as an end-to-end process-enabling tool that can take on everything from exploratory analysis to machine learning and AI.	Culture of analytics, analytics transformation, digital transformation, commodity, commodities, Six Sigma, AI, machine learning, training, quality engineering, process enablement, statistical process control, SPC,	Kieran O'Mahony, Data Science and Analytics Manager	JMP	LIC, Norco, Lakeland Dairies, Milcobel, Unilever, Mondelez, Kraft	English
Success Story	At STMicroelectronics Shenzhen, building analytics capability is a key priority for growth	STMicroelectronics Shenzhen	High Tech Manufacturing, Semiconductor	China	A tiered Six Sigma program and move to standardize around JMP® software at the leading semiconductor joint venture are driving large-scale improvements in efficiency, yield and sustainable development. Engineers across the organization have bid farewell to an empirical approach to problem solving and early wins – like the reduction of one manufacturing line’s defect rate by 40% – have helped build momentum for analytics transformation.	Six Sigma, analytics transformation, analytics culture, training, ROI, defect reduction, yield, workflow, process capability, CPK, quality engineering, root cause analysis	Wu Ling, Deputy General Manager; Xiao Zhenglin, Organizational Excellence Training Manager; Li Mingjie, Power System Operations Manager; Sun Wentao, Quality Engineer	JMP	Cree, Delta Electronics, TE Connectivity, San'an Optoelectronics, ON Semiconductor, Fuji Electric, Silicon Labs, Taiwan Semiconductor Manufacturing Company, NXP Semiconductors, Semtech, Infineon, Renesas, Maxim Integrated, Analog Devices, AMD, Qualcomm, NVIDIA	English, Traditional Chinese, Simplified Chinese
JMP Advocate Interview	Intel’s Don Kent on what makes a mature analytics organization, the importance of mentorship and joining the “JMP family” at Discovery Summit	Intel	High Tech Manufacturing	USA	What makes a mature analytics organization, the importance of mentorship and joining the “JMP family” at Discovery Summit	Analytics culture, culture transformation, career path, advocacy, Discovery Summit, training, mentorship	Don Kent, Data Science Team Manager, Technology Development	JMP	NVIDIA, AMD, Qualcomm, Samsung Electronics, IBM, ARM, Maxim Integrated, NXP, Microchip, Asus, Broadcom	English
JMP Advocate Interview	Steve Hampton of PCC Structurals on transitioning from Minitab and why it’s so important to take advantage of the JMP resources for engagement and learning he calls an “immense value-add”	PCC Structurals	Manufacturing	USA	Transitioning from Minitab and why it’s so important to take advantage of the JMP resources for engagement and learning he calls an “immense value-add”	Analytics culture, analytics transformation, analytics workflow, career path, advocacy, overcoming barriers, Minitab, Excel, STIPS, Discovery Summit, technical support, relationship with JMP organization	Steve Hampton, Process Control Manager	JMP, JMP Pro	CPI Aero, Spirit AeroSystems, Magellan Aerospace, Triumph Group, Boeing, Airbus, Air Industries Group, LMI Aerospace, Ducommun, Embraer, Howmet Aerospace, Signicast, Hitchiner Manufacturing, Sigma Electric Manufacturing	English
JMP Advocate Interview	Statistician Kira Alhorn on how Gore derives business value from providing feedback and new feature ideas to JMP Development	W. L. Gore & Associates	Manufacturing	Germany	How Gore derives business value from providing feedback and new feature ideas to JMP Development	Analytics culture, JMP Development, new feature wish list, Discovery Summit, career path, STIPS, advice for new users	Kira Alhorn, Statistician	JMP	DUNMORE, RTP, Jessup, Zhongding, TSG Holdings, Holliston Holdings, Alpha Engineered Composites, CCI-GSF, Barrday, Omni, California Combining	English
JMP Advocate Interview	Self-described “analytics evangelist” Craig DePorter of Omya discusses why analytics enablement means learning more with less	Omya	Manufacturing	Switzerland	Self-described “analytics evangelist” discusses why analytics enablement means learning more with less	Analytics culture, transformation, design of experiments, DOE, Discovery Summit, engagement, career path	Craig DePorter, Head of Advanced Mineral Development	JMP	Rio Tinto, BHP, Imerys, Minerals Technologies, EP Minerals, Microgil, Imerys, AMI, Asbury Carbons, Gulf Coast Chemical, Ticinonline SA, Ingevity	English
JMP Advocate Interview	Procter & Gamble's Zhiwu Liang explains how nurturing a dynamic relationship with JMP Development helps the company get more from its investment in a software that is constantly being improved	P&G	Consumer Goods	Belgium	How nurturing a dynamic relationship with JMP Development helps the company get more from its investment in a software that is constantly being improved	Analytics culture, JMP Development, analytics transformation, DOE, design of experiments, relationship with JMP organization, the Community	Zhiwu Liang, Principal Statistician	JMP	Colgate-Palmolive, Church and Dwight, Unilever, Estee Lauder, Revlon, Coty, Elizabeth Arden, Reckitt Benckiser, Newell Brands, Clorox, Kimberly-Clark	English
JMP Advocate Interview	BIOTRONIK's Gerd Kopp talks advocating for analytics, overcoming internal hurdles and building a relationship with the JMP organization	BIOTRONIK	Medical Device	Germany	Advocating for analytics, overcoming internal hurdles and building a relationship with the JMP organization	Analytics culture, analytics transformation, Discovery Summit, overcoming obstacles, JMP Development, career path	Gerd Kopp, Quality Management and Reliability Statistician	JMP	Abbott, Boston Scientific, Medtronic, Trimedyne, StarFish Medical, Electromed, Sientra, Dexcom, iRhythm, Baxter	English
JMP Advocate Interview	John Szarka on JMP Pro, reproducibility and why being active in the JMP Community and Early Adopter program helps users at W. L. Gore get more from their investment in the software	W. L. Gore & Associates	Manufacturing	USA	JMP Pro, reproducibility and why being active in the JMP Community and Early Adopter program helps users at W. L. Gore get more from their investment in the software	Analytics culture, transformation, JMP Pro, reproducibility, Early Adopter, new features wish list, STIPS, Discovery Summit, advice for new users	John Szarka, Statistician	JMP, JMP Pro	DUNMORE, RTP, Jessup, Zhongding, TSG Holdings, Holliston Holdings, Alpha Engineered Composites, CCI-GSF, Barrday, Omni, California Combining	English
Success Story	Analytics enablement, a not-so-secret weapon	DuPont	Chemical, High Tech Manufacturing, Semiconductor	Taiwan	A compulsory in-house Six Sigma training program based on JMP has accelerated the rollout of advanced analytics at the enterprise level.  By prioritizing the development of core analytics capability, DuPont Taiwan has optimized the value that can be extracted from its smart manufacturing facilities. The company’s dual investment in both technology and upskilling has become a cornerstone of DuPont’s competitive edge.	Analytics culture, Six Sigma, smart manufacturing, training, analytics enablement, process reliability, analytics capability, continuous improvement	Miles Chan, Process Control Systems Manager; Ifrans Pang, Unit Manager; Vinson Wei, Run Plant Engineer; Plant Engineer; Post Skive Inspection Operation Leader	JMP	Monsanto, PPG, FMC, Koch Industries, Outotec, Arkema, Kingspan, BASF, Celanese, Henkel, Croda International, DSM, Corning	English, Traditional Chinese, Simplified Chinese
Success Story	Statistical approaches to understanding prairie dog behavior is key to improved conservation outcomes	University of Arizona	Ecology, Conservation, Academic Research	USA	Scientists are taking a new look at how statistics can help extract previously untapped insight from observational fieldwork, guiding conservation management decisions toward more effective long-term strategies.  Data from a combination of observational fieldwork and laboratory studies helps scientists create a detailed map of social structures within a prairie dog colony: sex, age, size, health, habitat, food and familial relationships. To help made sense of the data, behavioral ecologists use JMP, a statistical discovery software that simplifies repeated measures analysis, facilitates exploratory analysis and streamlines the mapping of complex social interactions.	Ecology, conservation, animal behavior, fieldwork, exploratory data analysis, EDA, outliers, teaching, learning, research methods, academic, reproducibility, conservation management	Jennifer Verdolin, Behavioral Ecologist	JMP	N/A	English
Success Story	At PPG, a fresh take on Six Sigma	PPG Industries	Chemical, Manufacturing	USA	The democratization of statistical best practices compliments domain knowledge to speed innovation and deepen collaboration between PPG sites around the world. With JMP in hand, domain experts are empowered to adopt statistical best practices that boost efficiency and scientific reproducibility, regardless of their statistical skill level. A multitiered approach to analytics in turn frees up Six Sigma Black Belts and IT managers to focus on PPG’s most complex, value-adding challenges.	Culture of analytics, Six Sigma, reproducibility, analytics capability, JMP Pro, DOE, design of experiments, training, statistics upskilling, professional development, JMP resources, user community, collaboration across geographies	Dave Sartori, Senior Data Scientist, and Kevin Gallagher, Staff Scientist	JMP, JMP Pro	Masco Corporation, Guardian Industries, Berkshire Hathaway, Benjamin Moore, AkzoNobel, 3M, Sherwin-Williams, Axalta, BASF, Hempel, Kansai Paint	English
Success Story	Scaling up from discovery to GMP	Adocia	Pharmaceutical, Biotechnology	France	Adocia’s process chemistry group have turned to JMP to resolve data access and management challenges as well as to boost reproducibility via statistical methods like design of experiments and quality by design. The software’s wide-ranging functionalities enable optimization and streamline process transfer for Adocia’s innovative excipient, BioChaperone. In one example, scientists running custom designs in JMP were able to optimize a difficult crystallization process leading to the product’s successful manufacture at a hundred grams scale without defects.	Process chemistry, GMP, reproducibility, clinical stage biotechnology, ICH guidelines, technology transfer, process knowledge, DOE, QbD, quality, design of experiments, reproducibility, CMO, contract manufacturing	Thomas Cochet, Head of Process Chemistry	JMP	Eli Lilly, Novo Nordisk, Pfizer, Novartis, Sanofi, Alize Pharma, Merck, BMS, GSK, Abbott	English
Success Story	At the forefront of energy-efficient electronics, transformative tech relies on the transformative potential of data	Vishay	Manufacturing, High Tech, Semiconductor	Italy	At Vishay, JMP streamlines data management and analysis into one self-service workflow. With JMP, engineers have code-free tools for modeling, design of experiments, data visualization and Six Sigma – as well as custom scripts that have standardized best practices. Management reports three key benefits of JMP. For one, the software has significantly decreased costs as a result of an 83% reduction in data processing time. Second, engineering talent is now more fully utilized, with individuals empowered to actively seek improvement opportunities in their data. And third, Ruo Redda reports that since implementing JMP, morale within the R&D lab has skyrocketed with an internal survey showing a boost in satisfaction among employees from 3.7 out of 10 to 9.7 out of 10.	Analytics culture, JMP workflow, analytics workflow, cost savings, employee satisfaction, employee retention, dashboards, JSL, dashboard building, ROI, data managment, Query Builder	Fabrizio Ruo Redda, Senior R&D Manager	JMP, JMP Pro	Yageo, STMicroelectronics, Renesas Electronics, Infineon, KEMET, Toshiba, Broadcom, ON Semiconductor, TDK, GlobalFoundries, Powerchip Technology, AVX Corporation, Electroverge, SiliconExpert Technologies, Murata, Panjit International, Diodes International, NXP	English
Success Story	Understanding – and advancing – the fine print	Xaar	Manufacturing, High Tech	UK	When leadership at Xaar, an innovator in industrial printing technology, recognized the potential of a more data-centric engineering culture, Six Sigma champions turned that vision into a reality. JMP and JMP Pro deliver robust statistical capabilities that have enabled Xaar’s engineering teams to both save time on data queries and act more proactively to introduce cost-saving improvements.	Quality engineering, Six Sigma, Functional Data Explorer, FDE, DOE, design of experiments, experimentation, Definitive Screening Designs, analytics culture, Graph Builder	Vasco Cachaco, Principal Six Sigma Process Champion	JMP, JMP Pro	Fujifilm Dimatix, Konica Minolta, Canon, Nikon, Hlp Klearfold, Duncan Print Group, Currie Group, American Carton, Memjet, Trident, Inca Digital Printers, Kornit Digital, EFI, Domino Printing Services, Inkjet	English
Success Story	Analytics upskilling transforms an organization on the move	Parker LORD	Manufacturing, Chemistry, Automotive	USA	An initial trial of JMP enabled formulation chemists, working together with Six Sigma and quality engineering leaders, to dramatically reduce experimentation times and deepen process knowledge. A customized training course developed in partnership with SAS Education helped the Parker LORD R&D teams to gain the skills they needed to maximize the software’s value. In just 18 months, access to JMP – and JMP training from SAS Education – has accelerated a cultural shift toward fast-paced, data-driven, precise innovation.	Six Sigma, quality engineering, SAS Education, JMP Training, R&D, process engineering, time savings, cost savings, ROI, culture transformation, culture of analytics, DOE, design of experiments	Tim Holtz, Process Engineering Manager, and Bernard Goguelet, Quality Leader	JMP	H.B. Fuller, Rpm International, tesa, AkzoNobel, Axalta, Ferro Corp, Henkel, Gcp Applied Technologies Inc., Masco, Sherwin-Williams, Sika, Nitto, Bostik, 3M, Dow Chemical, DELO Industrial Adhesives LLC, Mapei S.p.A, Stonhard, Scapa, Laticrete	English
Success Story	The technology for an energy-neutral future exists. Now it just needs to be manufactured at scale.	Heliatek	Green Energy, Solar Panel Manufacturing	Germany	A custom-scripted dashboard developed in JMP uses an automated alert system to enable Heliatek’s fab operators to respond more quickly when processes exceed specifications. Process integration experts estimate that the alarm dashboard alone has improved yield by as much as 3% in pilot production.	Sustainability, sustainable energy, organics, solar energy, ROI, pilot manufacturing environment, process integration, dashboards, dashboard building, yield, alarm dashboard, scripting	Torsten Weber, Process Integration Engineer	JMP	HelioVolt, Alta Devices, Sunways, SoloPower, Photowatt, Nanosolar, Cyrium Technologies, Konarka Technologies, PowerFilm Solar, NanoFlex, Ascent Solar, First Solar, Southwest Solar, Silicon Solar, Stion	English, Japanese
Success Story	Safety in numbers: Multifactorial optimization improves monitoring of PAH in foods	Technical University of Denmark	Chemistry, Food Science	Denmark	Analytical chemists led by Alin Ionas are using design of experiments (DOE) with response-surface modeling in JMP to optimize the LC-APCI/QTOF analysis for the continuous monitoring of both the four marker PAHs and other relevant PAH analytes. A sequence of designed experiments on analytical standards helps explore the relationship between source parameters and PAH analytes, enabling the team to obtain an optimal response.	Chemistry, DOE, food science, food safety, food processing, contamination, PAHs, multifactorial optimization, LC-APCI/QTOF, APCI source parameters, response surface modeling, ROI, GC-MS, Custom Design, mass spectrometry	Alin Ionas, Analytical Chemist	JMP	N/A	English
Success Story	Engineering biology: Synthace accelerates R&D by lowering barriers to automated experiments	Synthace	Chemistry, Biology, Life Sciences, Pharmaceutical & Biotechnology	UK	By applying the principles of DOE, Synthace reduces experimentation time and makes biological research more reproducible. The company’s cloud based Antha platform integrates seamlessly with JMP. The system delivers fast, codeless programming of liquid handlers, visual execution previews and error-checking as well as user-friendly interfaces to plan and execute DOE campaigns and automated structuring and visualization of the experimental data and metadata.	Chemistry, biology, DOE, design of experiments, experimentation, lab automation, AI, engineering biology, reproducibility, optimal designs, multifactorial experiments	Michael Sadowski, Head of Bioinformatics	JMP	Twist Bioscience, Desktop Genetics, Synpromics, International Stem Cell Corporation, EpiVax, Transgene, Sierra Oncology	English
Success Story	From the datasphere to decision	Seagate	Technology, High Tech Manufacturing	USA	Leaders at the data storage solutions provider Seagate Technology encourage any employee who deals with data to use tools that enable robust analysis and exploration. JMP is a primary tool among those they recommend. JMP and JMP Pro are now an integral part of wide-ranging data analysis techniques, statistical process control, reliability analysis, experimental design and modeling.	Statistical process control, SPC, reliability, DOE, design of experiments, modeling, data management, data silos, process knowledge, smart manufacturing, Industry 4.0, automation, AI, artificial intelligence, dashboards, scripting, manufacturing execution systems, Six Sigma	Ted Ellefson, Managing Principal Engineer, Mechanical R&D	JMP, JMP Pro	Micron, Intevac, NETGEAR, Western Digital, SanDisk, SK Hynix, Samsung Electronics, Toshiba, Hitachi, Dell EMC, Motorola, ASUS, Cisco, Huawei	English
Success Story	A new way with statistics for seasoned professionals	NVIDIA	Technology, High Tech Manufacturing, Semiconductor	USA	Many employees in the technology sector have extensive engineering backgrounds with somewhat limited experience in advanced data analytics. However, there is growing demand for statistical thinking among the world’s industry-leading employers. NVIDIA Management incorporated a free online statistics course, Statistical Thinking for Industrial Problem Solving (STIPS) into their in-work learning programs.	STIPS, training, learning, industrial statistics, quality management, quality engineering, predictive analytics, comparison with Excel, data visualization, exploratory data analysis, Graph Builder	Pete Cannon, Product Quality Engineering & Quality Management Systems Senior Director	JMP	Advanced Micro Devices, Intel, Xilinx, Broadcom, Qualcomm, Infor, Altera, ON Semiconductor, Samsung Electronics, IBM, ASUS, TSMC	English, Japanese
Success Story	A paradigm shift in cancer therapy	F-star Therapeutics	Biotechnology	UK	Statistical approaches to experimentation open the door to the exploration of novel biology and much-needed innovation in advanced-stage cancer. Scientists say DOE in JMP has condensed what used to take 1 day into just 1 hour. Effective and powerful data analysis is saving time, and therefore also shortening drug development cycles.	Cancer research, oncology, immunotherapy, DOE, design of experiments, experimental design, ROI, time savings, R&D, reproducibility, data visualization, Definitive Screening Designs, DSDs, Profiler	Jon Armer, Formulation Lead Senior Scientist	JMP	Bicycle, Tiziana, Crescendo Biologics, Immatics, Artios, Apexigen, Aileron, Oncoinvent, NovImmune, Kymab, Biothera, Idera Pharmaceuticals, AKESOgen, Akebia Therapeutics, AbbVie, Merck, Denali Therapeutics	English
Success Story	Automation takes data query directly to the field	North Dakota State University	Education, Agriculture, Agricultural Technology	USA	To better manage accelerating flows of phenotypic, genomic, drone, and  sensor data, data and pipeline managers in the Department of Plant Sciences at North Dakota State University sought a customizable statistical tool capable of extracting and running mixed model analysis on unbalanced data from trials across a range of locations and time periods. They selected JMP and used it to create the Ag Query Hub, or Ag.Q.Hub, an interactive add-in developed in JMP® Scripting Language.	Agriculture, ag tech, dashboards, dashboard building, JSL, customization, scripting, plant breeding, plant sciences, database query, mixed model analysis, automation, ROI, time savings	Ana María Heilman-Morales and Tom Walk, Database Managers	JMP	Syngenta, BASF, Monsanto, Bayer, Corteva, Gowan, SePRO, Clariant, Novartis, Nestle	English
Success Story	Advancing machine learning from theory to practice	Sungkyunkwan University	Education, Steel Manufacturing, Industrial Manufacturing	Korea	A team from the SKKU InfoScience Lab deploys machine learning applications in JMP to achieve substantial cost and time savings on behalf of industry clients. In one case, the team’s efforts saved preeminent Korean steel manufacturer POSCO hundreds of thousands of dollars per line in annual savings. By using JMP as an alternative to coding-intensive R or Python, Professor Jong-Seok Lee says the team accomplished in one week what would have otherwise taken one month to complete.	Machine learning, AI, artificial intelligence, ML, statistical analysis, steel manufacturing, POSCO, Samsung, Hyundai, LG, manufacturing AI, Industry 4.0, smart manufacturing, ROI, time savings, cost savings, process control, predictive modeling, comparison with R	Lee Jong-Seok, Professor	JMP	Hyundai Steel, ArcelorMittal, Nippon Steel, Baosteel, AK Steel, Tata Steel, Nucor, Ryerson, Magnitogorsk Iron	English
Success Story	Breaking ground in genomic analysis	Bionano Genomics	Medical Technology, Diagnostics	USA	Engineers use JMP to build predictive models, beginning by reducing all data quality metrics to those input variables identified as statistically impactful. Baseline models are then applied to subsequent data sets to streamline resource allocation. In one example, engineers consolidated a resource-intensive pipeline by modeling computational time for optical map assembly in JMP. Statistical approaches like this help Bionano Genomics speed innovation cycles and open the door to new diagnostic applications.	Optical map assembly, genetic sequencing, DNA, genetics, genomics, medtech, predictive modeling, data quality, computational time, time savings, verification, validation, capability analysis, cost savings	Pat Lynch, Director of Systems Engineering	JMP	Nabsys, PacBio, Genomic Vision, GenapSys, LaserGen, GnuBIO, Oxford BioMedica, Illumina, Agilent Technologies, Mettler-Toledo International, Bio-Rad Laboratories, GenomOncology, Azure Biosystems, Genomenon, doubleTwist, GENEMACHINES, Quanterix	English
Success Story	At Lonza, institutional analytics speed manufacturing process innovation	Lonza	Pharmaceutical, Biotechnology	Switzerland	Scientists at Lonza have implemented statistical approaches to process optimization and R&D. JMP allows them to deploy complex design of experiments (DOE) strategies with its Custom Design platform and interactive data visualization features. In one example, a team at Lonza was able to increase overall yield by nearly a factor of two – an impressive result for a process in which scientists are often unable to make meaningful advances so quickly.	DOE, design of experiments, experimentation, Custom Design, process manufacturing, yield optimization, ROI, time savings, bioreactors, process knowledge, process optimization, data exploration, STIPS	Andreas Trautmann, Process Expert	JMP	Patheon, Kemin, DSM, Barentz, Eastman, BTSA, Croda, Wacker, Ashland, Catalent, Bristol Myers Squibb, DuPont, Divis Laboratories	English
Success Story	With data detective work, forensic chemists hold polluters and arsonists to account	Chemistry Matters	Chemical	Canada	Experts at Chemistry Matters use a variety of statistical tools in JMP to build a chemical profile from environmental samples. The platform’s interactive data visualization capabilities help communicate key findings to lawyers, judges, juries and environmental regulators so that they fully understand the nature and meaning of the forensic evidence.	Forensics, forensic chemistry, expert witness, legal, lawyers, justice system, pollution, environmental contamination, data visualization, communicating with data, Graph Builder, chromatography, chemistry, mass spectrometry, exploratory data analysis, data exploration, principal components analysis	Court Sandau, Forensic Chemist	JMP		English
Success Story	Transformational technologies make the leap from the lab to the marketplace	M Ventures	Finance, High Tech Manufacturing, Semiconductor	Netherlands	M Ventures (the strategic capital arm of Merck) looks for its portfolio companies to utilize statistically driven methods like design of experiments (DOE) to optimize experimentation and resource use. JMP is an accessible tool that, when in the hands of scientists and engineers, makes statistical methods like DOE a best practice. This story presents a view of DOE from executive leadership.	DOE, technology transfer, commercialization, experimentation, data management, engineering, venture capital, start-ups, investment, finance, executive leadership	Owen Lozman, Vice President, former Global New Platform R&D Director	JMP		English
Success Story	At China’s premier pediatric hospital, evidence-based medicine means looking at the data	Beijing Children's Hospital	Healthcare	China	At Beijing Children’s Hospital, interactive exploratory analysis, predictive modeling and visualization tools in JMP Pro not only eliminated the communication barriers between clinicians and statistical experts, but also provided invaluable scientific and technical support for the institution’s big data initiatives.	Exploratory data analysis, data visualization, predictive modeling, JMP Pro, comparison with Excel	Feng Guo Shuang, Director, Big Data and Engineering Research Center	JMP Pro		English, Simplified Chinese
Success Story	Who’s a good dog? A statistical approach helps researchers put well-behaved canines to work.	Penn Vet Working Dog Center	Academic	USA	A researcher at the University of Pennsylvania’s Penn Vet Working Dog Center is looking to behavioral analysis for insight by using JMP to perform a full retrospective analysis of data from training sessions in which durations and frequencies of certain observed behaviors were recorded. With the Prediction Profiler in JMP, she explores the influence of key variables on working dog success.	Predictive modeling, academic research, comparison with R, comparison with SPSS, Prediction Profiler	Jordan Gillespie, Graduate Researcher	JMP		English
Success Story	Predicting the economic lifespan of medical equipment	Tsukuba Medical Center Hospital	Healthcare	Japan	Clinical engineers use JMP to construct predictive models that allow them to proactively manage medical device maintenance and repair. An optimized plan based on the results of their data analysis proved to be the deciding factor in the organization’s budget acquisition. The risks of device malfunction during use have since decreased, keeping patients safer while also decreasing operations costs.	Predictive modeling, hospital, clinical engineer, medical device, predictive maintenance, monitoring, equipment management, quality improvement	Hideaki Kamijyou, Clinical Engineer	JMP		English, Japanese
Success Story	Statistical thinking for a new generation	University of New Hampshire	Academic	USA	To provide science and engineering students with an opportunity to learn the fundamentals of statistics, faculty at the University of New Hampshire are integrating Statistical Thinking for Industrial Problem Solving (STIPS), into course syllabi. STIPS not only offers students an interactive, self-paced study format, it familiarizes them with JMP, an industry-standard software. UNH Principal Lecturer Phil Ramsey says STIPS fills a critical gap in science and engineering instruction.	STIPS, DOE, data mining, predictive analytics, statistical methods for quality and reliability, Six Sigma, engineering, teaching and learning statistics, problem solving, undergraduate and graduate education	Phil Ramsey, Professor	JMP Pro		English
Success Story	Exercising the body and mind	Nanjing Sport Institute	Academic, Sports	China	Students at Nanjing Sport Institute now have the opportunity to use JMP and JMP Pro in the classroom to analyze and evaluate survey and experimental data sets. Because the software encourages trial and error, faculty believe it helps to promote statistical thinking and cultivate an appreciation for the scientific method.	Teaching and learning statistics, exploratory data analysis, data visualization, statistical modeling, academic research, exercise science, physical fitness, undergraduate and graduate education, comparison with Excel, comparison with SPSS, Graph Builder	Kai Xu, Professor	JMP Pro		English, Simplified Chinese
Success Story	Designing excellence: Celltrion ensures quality in every aspect of its operations from R&D to manufacture	Celltrion	Pharmaceutical & Biotech	Korea	Celltrion has made a commitment to extensive Quality by Design (QbD) applications in product development and process control. JMP is an indispensable tool. A QbD culture facilitates the consistent production of the high-quality, safe and affordable products upon which Celltrion has built its reputation for industry leadership.	QbD, quality by design, biologics, regulatory compliance, R&D, experimentation, DOE, cost savings, data visualization, Prediction Profiler, JSL	Choo MinJoo, Head of Chemistry, Manufacturing and Control Statistics, R&D	JMP	Samsung Biologics, Fujifilm Diosynth Biotechnologies, KBI Biopharma, Biogen, Lonza, Rentschler Biopharma, AGC Biologics, Innovent Biologics	English, Korean
Success Story	Sound innovation, sound statistical approach	USound	High Tech Manufacturing, Semiconductor	Austria	Having developed an innovative application for MEMS technology in the acoustic market, Austrian start-up USound faces the challenge of a fast market launch while ensuring high quality in design and production. Engineers have adopted robust statistical resources for process control. They use JMP to build process knowledge, assess and monitor performance and refine production quality.	Quality engineering, statistical process control, performance monitoring, shortening production cycles, Graph Builder, process knowledge, experimentation, quality improvement	Markus Bartek, Director of Industrialization, Product Engineer	JMP		English
Success Story	Statistical solutions for high-throughput science	Fujifilm Diosynth Biotechnologies	Pharmaceutical & Biotech	UK	In an industry where design decisions have a significant impact on cost, scientists need more efficient approaches with which to optimize biopharmaceutical process development. JMP Pro is helping scientists at Fujifilm Diosynth Biotechnologies (FDB) to establish new data science proficiencies in support of the company’s broader business goals. From exploratory data analysis and dimension reduction with the tool’s Functional Data Explorer platform to design of experiments and visualization, JMP provides a strategic, cost-effective means for scientists to grow process knowledge in less time.	Exploratory data analysis, dimension reduction, DOE, experimentation, data visualization, process knowledge, process optimization, biopharmaceutical process development, Functional Data Explorer, FDE, technology transfer, biologics, cell culture, process innovation, computational fluid dynamics, dashboards, comparison with R	Somaieh Mohammadi, Staff Scientist	JMP Pro	Abzena, Cobra, Celonic, Rentschler Biotechnologies, Gallus Biopharmaceuticals, CMC Biologics, Paragon Bioservices,	English
Success Story	Intelligent manufacturing transforms what it means  for products to be “Made in China”	BOE	High Tech, Semiconductor	China	Make robust statistical methods more accessible to engineers across BOE by deploying JMP, a software program whose interactive interface and emphasis on visualization coincide with the Industry 4.0 movement’s democratization of data. Train more advanced users in JMP for Six Sigma and promote a culture of data-driven decision making. [NOTE: This story is only available as a PDF. We do not have permission to publish it on our website.]	DOE, quality engineering, experimentation, custom designs, Industry 4.0, smart manufacturing, display technology, data management systems, Six Sigma, quality and reliability	Pengfei Rong, Department Chief, Quality Planning	JMP Pro	LG Display, AUO, Innolux, Cisco, LG Electronics, Samsung, Google, Intel, Topfoison, Samsung SDI, Japan Display, Lenovo	English, Simplified Chinese, Traditional Chinese
Success Story	A scientist’s guide to taste-testing	Symrise	Chemical	Germany	Scientists use design of experiments in JMP Pro to develop a system that records results in a complex chain to identify potential breaks and failures and to account for them in future formulations. A more efficient and reliable fermentation process means the development cycle for new products can be shortened, enabling Symrise to bring new flavors and fragrances to market faster.	DOE, experimentation, fermentation, R&D, formulation chemistry, shortening production cycles, data visualization, product development, Functional Data Explorer, FDE, reducing time to market	Egon Gross, Master Technologist	JMP Pro	Firmenich, IFF, Givaudan, Sensient Technologies, T. Hasegawa USA, Cargill, Huabao International Holdings, Kerry, ADM, Flavorchem	English, French, German
Success Story	Exploratory analysis elevates innovation in biomarker science	Merck	Pharmaceutical & Biotech	Germany	Biostatisticians use interactive features in JMP to perform robust statistical analyses in less time. The approachable interface of JMP makes it easy for statistical experts to collaborate with subject matter experts. By improving statistical rigor and reproducibility, the joint effort of biostatisticians and researchers speeds critical innovations in an emerging field of health care.	Biostatistics, predictive modeling, quality engineering, reproducibility, biomarker research, oncology, R&D, exploratory data analysis, Variability Chart, comparison with R, reliability validation, regulatory compliance	Angela Manginelli, Senior Scientist	JMP	AbbVie, Amgen, AstraZeneca, Bristol Myers Squibb, Johnson & Johnson, Eli Lilly, GSK, Novartis, Pfizer, Roche, Sanofi, Takeda, Novo Nordisk, Teva, Eisai, Zoetis	English, French, German
Success Story	Innovation in manufacturing begins with the right tools	Daeduck Electronics	High Tech Manufacturing, Semiconductor	Korea	Management tasked engineers with reducing the scrap budget, shortening experimentation times and extending the way they work across the company with integrated analytics and automation. With JMP, engineers across the organization can take advantage of capabilities that drive improvement. Invest time in learning more about the software to expand its utility. JMP now plays a key role in tasks such as waste reduction, yield improvement and process optimization. “There are tasks that I can now perform in 90% less analysis time using JMP, which means that I can do so much more in the same workday than before,” says Manager SungSoo Lee.	Six Sigma, DOE, experimentation, R&D, manufacturing, analytics integration, automation, manufacturing improvement, optimization, comparison with Minitab, Graph Builder, data visualization, reducing scrap,  statistical modeling, Custom Design	Lee SungSoo, Innovation Group Manager	JMP Pro	Delphi, Unimicron Technology, Samsung Electro-Mechanics, KCE Electronics, CMK, Nippon Mektron, Chin Poon Industrial, Meiko Electronics, Tripod Technology, Amitron	English, Korean
Success Story	Better batteries power the world’s electronics	ATL	High Tech Manufacturing	China	Analytics integration via JMP enables engineers to easily apply statistical methods like reliability analysis to optimize all stages of the product life cycle from design and development to production and usage maintenance. JMP is a one-stop shop for a range of engineering activities at ATL including data collection, malfunction classification and risk prediction. Specialty applications like deterministic and probabilistic modeling in JMP have helped the company to reduce process variation on a broad scale. A team of Six Sigma experts say that since adopting JMP, they have significantly reduced variance.	Quality engineering, Six Sigma, battery, electronics, reliability, DOE, experimentation, comparison with Excel, reducing variation, ROI, reliability forecasting, distribution platform, Graph Builder, R&D, data visualization, data integration	Wang Guifu, Principal Engineer of Reliability Engineering; Henry Qiao, Six Sigma Deployment Manager	JMP	EaglePicher Technologies, ZincFive, Electric Power Systems, Gegadyne Energy	English, Simplified Chinese, Traditional Chinese
Success Story	Mapping new frontiers in the infrared	Lynred	High Tech Manufacturing	France	Lynred’s fit-for-purpose, high-value-added spatial activity technologies – often engineered for a single use – require a significant investment in R&D. Costly prototyping and testing mean that engineers contend with unusually small sample sizes, motivating the need for robust statistical approaches. JMP and JMP Pro help Lynred’s engineers optimize quality, driving efficiencies from R&D to production and ensuring that each new model fulfills its brief.	Quality engineering, infrared technology, thermal imaging, defense, product reliability, Functional Data Explorer, FDE, distribution analysis, physics, reducing scrap, yield improvement, R&D, Graph Builder, aerospace technology	Augustin Cathignol, Principal Engineer for Product Reliability and Data Science	JMP Pro		English
Success Story	Big data and the race to save coral reefs	Living Oceans Foundation	Ecology & Conservation	USA	By increasing the level of statistical sophistication in their research, marine biologists can draw more substantive conclusions from coral reef data sets. JMP makes robust statistical modeling less daunting for non-statisticians. Through enhanced collaboration and data transparency, scientists are closer to developing new approaches aimed at best driving future coral reef conservation efforts.	Predictive modeling, coral reefs, conservation, ecology, marine biology, climate change, academic research, statistical modeling, distributions, comparative analysis, exploratory data analysis, data visualization, predictive analytics, JMP Public	Dr. Anderson Mayfield, Research Scientist	JMP Pro		English, Japanese
Success Story	Learning the tools of a trade	Chalmers University	Academic	Sweden	Chalmers University offers a range of courses aimed at exposing students to the kinds of data challenges they will encounter in their future careers. Faculty empower students to explore and experiment with JMP software, learning to apply statistical concepts to resolve real challenges and improvement opportunities.	Teaching and learning statistics, manufacturing engineering, Six Sigma, problem solving, control charts, data visualization, undergraduate and graduate students, DOE, custom design, aerospace	Peter Hammersberg, Professor	JMP		English
Success Story	allnex on the outside. JMP® on the inside.	Allnex	Chemical	Austria	Allnex seeks to drive continuous improvement and innovation in an industry demanding new solutions that are simultaneously higher-quality, more effective and lower-cost. To better understand the marketplace, experts must evaluate huge volumes of data from existing patents. A creative approach to analyzing text-based patent data, made possible in JMP Text Explorer.	Text analysis, text mining, patents, Text Explorer, data mining, continuous improvement, competitive landscape reporting, patent landscape, unstructured data, Industry 4.0, DOE, experimentation, exploratory data analysis	Markus Schafheutle, Knowledge Manager and Associate Research Fellow	JMP	Grace, Cabot, Wacker, BASF, Evonik, DSM, Hexion, AOC, Arkema, Solvay, Soudal, Hexion	English, German
Success Story	A data revolution in the creative world of marketing	Cranfield University	Academic	UK	Faculty use JMP software in the classroom to encourage students to explore data and learn new ways to structure and resolve business challenges. Students who graduate from Cranfield with a Master of Science in Strategic Marketing enter the work force with valuable marketing analytics skills and the confidence to explore and model data. Educators hope that by boosting students’ data literacy, they will gradually bring better data practices to the field as a whole.	Teaching and learning statistics, marketing analytics, business analytics, graduate education, customer experience, marketing measurement, customer relationship management, marketing leadership, The Community	Stan Maklan, Professor	JMP		English
Success Story	A recipe fit for the modern consumer	Kirin	CPG	Japan	Kirin has turned to sensory analysis and other analytical tools to identify candidate drinks for the changing consumer marketplace. Scientists have identified the specific properties of liquor-based drinks that make them more palatable to certain segments of the population by using JMP Pro and JMP to perform multivariate analyses.	Sensory analysis, beverage, beer, alcohol, multivariate analysis, risk analysis, proficiency analysis, validation, sensory profiling, taste testing, PLS analysis, regression models, statistical modeling	Hideharu Odai, Senior Research Scientist	JMP Pro	Nestle, Mondelez International, Kellogg's, Hershey, Kraft Heinz, Mars, General Mills, Danone, PepsiCo, Unilever	English, Japanese, German
Success Story	At Virginia Tech, collaborative research leads to a better understanding of species ecology	Virginia Tech	Ecology & Conservation, Academic	USA	Virginia Tech’s Statistical Applications and Innovation Group (SAIG) pairs graduate-level statisticians with scientists in other fields to address complex research questions collaboratively. SAIG consultants use JMP to make statistical analysis more approachable and interactive. Two Virginia Tech doctoral students, a statistician and an ecologist, explored out-of-lab nutritional data in JMP to identify biologically meaningful variables that help explain why wild lemurs consume soil. Their results aim to inform conservation management strategies affecting this critically endangered species.	Teaching and learning statistics, graduate education, academic research, ecology, biology, conservation, data visualization, statistical modeling, data cleaning	Jiangeng Huang, Graduate Student	JMP		English, Japanese
Success Story	Customer-focused data for customer-centric processes	Diebold Nixdorf	Services	USA	Exploratory data analysis and modeling in JMP help analysts better understand customer feedback, home in on process issues and identify opportunities for new customer-centric solutions. With JMP, Diebold Nixdorf’s business analysts quickly identify key correlations in process data that, when acted upon by the company’s line-of-business managers, bring quantifiable value through stronger customer relationships. In one case, analysts were able in a matter of minutes to identify an easily fixed invoicing problem as the root cause of the company’s low Net Promoter Score.	Exploratory data analysis, statistical modeling, business analytics, Net Promoter Score, financial technology, business services, ROI, decision trees, data visualization, comparison with Excel	Tyler Wise, Project Analyst, Global Business Services	JMP	NCR, GRG Banking, Fiserv, Glory, OKI, Toshiba, GK Software, Oracle, Aptos, Atos	English, German
Success Story	Structure and sustainability in manufacturing help shape the future of healthcare	Siemens Healthineers	Medical Device	Canada	Engineers use JMP statistical software for Quality by Design and design of experiments to improve materials testing and analysis, optimize product- and process-related experiments and develop machine-learning applications for better overall product performance.	Machine learning, DOE, experimentation, product optimization, process optimization, performance monitoring, product development, manufacturing, quality by design, QbD, diagnostic systems, comparison with Excel, data visualization, multivariate analysis, productivity gains	Greg Mattiussi, Senior Director of Manufacturing	JMP	GE Healthcare, Boston Scientific, Medtronic	English, Simplified Chinese, French, German
Success Story	Racing toward the future with silicon – and JMP®	Polar Semiconductor	High Tech Manufacturing, Semiconductor	USA	Polar Semiconductor was seeking to optimize efficiencies, manage costs, make the best use of equipment and data, and continually improve the manufacturing of innovative wafer solutions. Engineers apply JMP to automate and optimize the collection, preparation, analysis, reporting and workflows of engineering and process data.	Quality engineering, process optimization, continuous improvement, manufacturing, automation, JSL, dashboards, data visualization, product quality, Six Sigma, DOE, experimentation, statistical process control, process capability, critical-to-quality performance, comparison with Excel	Jim Gillard, Operations Master Black Belt, Senior Electrical Test Engineer	JMP	United Microelectronics Corporation, TSMC, SMIC, GF, X-FAB, Silterra, IBM, Intel, Samsung, Toshiba, Analog Devices, STMicroelectronics, Vishay, Cypress, ON Semiconductor, ASE, Nordic Semiconductor, Apple, Rohde & Schwarz, Xilinx, Anritsu, NI, Tektronix, Eu Yan Sang, Teledyne LeCroy, Fairchild Semiconductor, Altera	English, German
Success Story	QbD accelerates the move toward ever more innovative areas of research in pharmaceuticals	Daewoong Pharma	Pharmaceutical & Biotech	Korea	Increasing in-house statistical knowledge with robust methods like quality by design (QbD) and design of experiments (DOE) gives researchers tools to adapt to changing market and regulatory demands. By harnessing large quantities of data and implementing JMP® to analyze them more effectively, Daewoong can increase the quality of its products and satisfy diverse regulatory requirements, expanding access to patients globally.	QbD, quality engineering, DOE, experimentation, regulatory compliance, quality by design, R&D, increasing time to market, custom designs, discipline analysis	Kim Kyoung-Yun, Director of Quality Assurance	JMP	Hanmi Pharm, Petrofac, Donga, ILDong, Samsung Biologics, Aker Solutions, AF Gruppen, Green Cross, Wood Group, Lg Life Sciences, DeepOcean, DNV GL, Ramboll, Subsea 7, KBR, Heerema Marine Contractors, EMCOR, Fluor, Genesis, Korea Central Daily, JGC	English, Korean
Success Story	On the road to Industry 4.0, one success leads to another	Saint-Gobain NorPro	Manufacturing	USA	When engineers at Saint-Gobain NorPro noticed a decline in the quality of one supplier’s raw material, they needed to identify the root cause – and do so quickly. A quality control team deployed JMP Profiler to identify and resolve the issue. Quality engineers continue to use JMP to monitor quality, optimize manufacturing processes and facilitate communications.	Quality engineering, ROI, JMP Profiler, manufacturing, process optimization, Industry 4.0, automation, data management systems, analytics culture, DOE, experimentation, predictive modeling, product quality, multivariate analysis, JSL, dashboards	Jim Lamar, Quality Manager	JMP	AGC, Armstrong World Industries, Sisecam, NSG Group, Guardian Industries	English, French, German
Success Story	Innovation on the surface – and at the core	Atotech	Manufacturing	Germany	JMP helps position Atotech to capture and analyze data on complex solution testing, empowering the company to deliver innovations that keep it at the forefront of the many industries it serves. Engineers' use of JMP for DOE helps them to rapidly and effectively respond to customer demand.	DOE, design of experiments, experimental design, experimentation, Prediction Profiler, Custom Design, JSL, scripting, Graph Builder, Dashboard Builder, dashboards, data visualization	Petra Schreier, Engineer	JMP	Element Solutions, DuPont, Coventya, Robert Burkle, Chemetall, MacDermid, Enthone	English, German
Success Story	From semiconductors to semis: using data to drive the future of mobility	NXP	High Tech Manufacturing, Semiconductor	France	JMP Pro tangibly improves solution design and manufacturing, Six Sigma training and other process-improvement efforts that help keep NXP at the forefront of the market.	Six Sigma, quality engineering, root cause problem solving, process improvement, optimization, risk analysis, multivariate analysis, data visualization, DOE, experimentation, Six Sigma training, predictive modeling, semiconductor, variability analysis, partitioning, defect reduction, comparison with Minitab	Corinne Bergès, Six Sigma and Root Cause Problem Solving Leader	JMP Pro	Analog Devices, Maxim Integrated, Infineon, Broadcom, Intel, Marvell, Nvidia, Texas Instruments, STMicroelectronics, Nordic Semiconductor, Renesas Electronics	English, Simplified Chinese, Traditional Chinese, French, German, Korean
Success Story	Product engineers at Ciena adapt to the globalization of manufacturing	Ciena	Telecommunication & Utilities, Manufacturing	Canada	The implementation of robust yet user-friendly statistical software has allowed telecommunications supplier Ciena to collate large quantities of data and provide new manufacturing insights that ultimately drive product improvement. Engineers at Ciena stay on top of an increasingly global manufacturing environment by using data to build process knowledge, boost consistency and identify previously unknown areas for improvement.	DOE, experimentation, manufacturing, supply chains, technology transfer, process optimization, variability gauge charts, ROI, quality engineering, quality monitoring, suppliers, product quality, working across geographic distances, text analysis, Text Explorer, unstructured data, text mining, data mining, data management systems	David Seniuk, Senior Product Engineer	JMP	Huawei, Nokia, Cisco, Juniper Networks, ZTE, Infinera, ADVA, Acacia, Ntt Electronics, Inphi, Ericsson, Lenovo, ADTRAN, Zayo	English
Success Story	New statistical monitoring tools optimize the drug development pipeline	NNE & Ferring	Pharmaceutical & Biotech	Denmark	Pharmaceutical consultancy NNE partners with leading clients like Ferring Pharmaceuticals to design and implement custom centralized statistical monitoring programs that meet the unique requirements of each of the company’s new Phase 2 or 3 drugs. JMP Clinical enables NNE to roll out scripted applications and dashboards that streamline workflows.	Statistical monitoring, clinical trials, regulatory compliance, life sciences, consultant, data quality improvement, compliance, improving time to market, custom centralized statistical monitoring program, Phase 2 and Phase 3 trials, comparison with R, comparison with Python	Egbert A. Van Der Meulen, Senior Director of Biostatistics	JMP Clinical	Shire, Pfizer, Merck, Serono, Culturelle, AstraZeneca, Abbott, PendoPharm, Leo Pharma, Drfalkpharma, Genentech, GSK, Novo Nordisk, Azure Biotech, Afaxys, Ipsen	English
Success Story	Machine learning drives innovation in high-tech manufacturing	SK Hynix	High Tech Manufacturing, Semiconductor	Korea	Engineers use JMP to create machine learning algorithms that can expedite the use of data in manufacturing processes. Standardize the use of JMP to scale up efficiencies that have the potential to affect the whole organization. In addition to widespread time savings, SK Hynix has realized intra-company synergies with the rollout of new methods and a software toolkit that starts with JMP. The further development of proprietary technologies has expanded the potential impact of machine learning-based operations.	Machine learning, DOE, experimentation, process optimization, manufacturing, semiconductor, time savings, deep learning, statistical process control, data visualization, R&D	Ju YongHan, Head of Data Innovations	JMP	SanDisk, Micron, Seagate, Samsung, Toshiba, Western Digital, LaCie, Sony, Spansion, Kingston,  ICS Electronics, Hughes Circuits, Artesyn Embedded Technologies, Microsemi	English, Simplified Chinese, Japanese, Korean
Success Story	Data visualization can help standardize pharmaceutical quality control	Menarini	Pharmaceutical & Biotech	Italy	Technicians use JMP to model experiments that cut testing periods while remaining within regulatory parameters. Experiments that test for components affecting drugs’ shelf life can now be run in 30 days, rather than the previous benchmark of six months.	Quality engineering, formulation, DOE, experimentation, product quality, quality control, time savings, ICH guidelines, continuous improvement, data visualization, Fit Model	Paolo Nencioni, Formulation Development Technician	JMP	Bracco, Chiesi, Zambon, Angelini, RSA, Mallinckrodt, Teva Pharmaceuticals, Bayer, Abbott, LifeScan, F. Hoffmann-La Roche	English, Italian
Success Story	Robust processes catalyze new business opportunities	Johnson Matthey Biocatalysis	Pharmaceutical & Biotech, Chemical	UK	Scientists combine design of experiments (DOE) with data visualization and analysis in JMP to help select which strains to scale up, establish scalable processes and enable production of commercially viable enzymes. By augmenting automated experimentation with DOE in JMP, scientists in the bioprocessing group have reduced attrition in catalyst transfer and expanded screening operations. This approach has played a critical role in the scaling up of Johnson Matthey’s biocatalysis business.	DOE, experimentation, automation, reproducibility, biology, technology transfer, manufacturing, scaling-up, automated experimentation, bioprocessing, biocatalysis, chemistry, chemical transformation, enzymes, process optimization, Graph Builder, comparison with Excel	Andrew Kaja, Bioprocessing Team Leader	JMP	BASF, Umicore, Haldor Topsoe, Clariant, Albemarle, Heraeus, Cambrex, Hovione	English
Success Story	How to reinvent the wheel – or something even older	Samson Rope	Manufacturing	USA	Samson Rope is responding proactively to new market opportunities with an innovative R&D program accelerated by advanced analytical methodologies in JMP. Engineers maintain consistent high-quality performance standards by using process data to drive decision making. JMP has provided Samson with invaluable new process knowledge. Samson engineers say JMP has helped catalyze a culture change within the organization; from engineers to supply chain personnel to operators, everyone is now contributing to continuous improvement.	DOE, experimentation, quality engineering, process optimization, process knowledge, R&D, comparison with Minitab, process capability, continuous improvement	Greg Mozsgai, R&D Manager, Quality Process Engineer	JMP	Yale Cordage, TEUFELBERGER Fiber Rope, DSR, Bridon International, Donaghys, Marlow Ropes, YCI, USA Rope And Recovery, Orion Ropeworks, Cortland, WireCo WorldGroup, BC Wire	English
Success Story	Analytics for the win	Houston Astros	Sports	USA	An analytically minded front office working in tandem with astute scouting talent to discover practical insights; a forward-thinking coaching staff prepared to embrace data in on-field decision making. The Houston Astros went from losing more than 100 games for three years in a row to being crowned World Series champions, proving that analytics, no longer a novelty, is now “table stakes” in baseball.	Sports analytics, statistical modeling, baseball, MLB, sabermetrics, data visualization	Sig Mejdal, Special Assistant to the General Manager	JMP	MLB Teams	English, Japanese, Korean
Success Story	Data detectives fight falsification in clinical trial reporting	Roche	Pharmaceutical & Biotech	UK	Statisticians use advanced statistical algorithms in JMP Clinical to identify anomalies in clinical trial data, taking corrective action before fabricated data affects study outcomes. Statistically sound drug submissions have helped Roche to secure first-to-market advantages, patents and exclusivity licenses, as well as to avert regulatory delays that might otherwise cost as much as $6 million to $15 million per drug per day.	Clinical trial monitoring, clinical trials, regulatory submissions, compliance, FDA, EMA, data integrity, data cleaning, data visualization	Chris Wells, Team Lead, Centralized Statistics Monitoring Group	JMP Clinical	Bayer, Abbott, AbbVie, Amgen, AstraZeneca, Bristol Myers Squibb, Johnson & Johnson, Eli Lilly, GSK, Novartis, Pfizer, Roche, Sanofi, Takeda, Novo Nordisk, Teva Pharmaceuticals, Eisai, Zoetis	English, German
Success Story	Manufacturing data drives a laser focus on innovation	Coherent	High Tech Manufacturing	USA	Industry demands for lower costs and higher quality require innovative and “lean” approaches to laser production. JMP allows engineers to manage large data sets and apply statistical methods to all aspects of the manufacturing process, proactively identifying and addressing issues. With the comprehensive, user-friendly features of JMP, stakeholders can make data-driven decisions and pursue increased efficiency.	DOE, experimentation, lean manufacturing, Six Sigma, continuous improvement, performance optimization, quality engineering, lasers, optics, physics, yield improvement, data visualization, reducing scrap, ROI	Melisa Buie, Director of Operations	JMP	IPG, MKS, Lumentum, NKT Photonics, Newport, Edmund Optics, Ophir Optronics, Cymer, Energetiq, TRUMPF	English, German, Korean, Japanese
Success Story	Preparing students for quality careers in pharma	De Montfort University	Academic	UK	De Montfort University offers students the opportunity to learn from pharmaceutical industry experts through an innovative program in applied Quality by Design. JMP empowers De Montfort to collect and organize research data, apply visualization and analysis, and deliver essential QbD training to students who will graduate with valuable industry-ready skills.	QbD, quality by design, graduate education, data visualization, industry careers, pharmaceutical development, DOE, continuous verification, JMP Projects, dashboards	Walkiria Schlindwein, MSc program leader	JMP		English, French
Success Story	A leader in pain relief overcomes its own growing pains	Johnson Matthey Fine Chemicals	Pharmaceutical & Biotech	UK	Engineers use statistics to optimize processes and increase yield; JMP helps them to identify and resolve potential problem areas in new operational systems before product quality is compromised. Johnson Matthey’s manufacturing operations are now a model of the JM vision; an inspired new approach to production is enabling the company to meet the growing demand for high-quality pain medications. Formulations containing Johnson Matthey’s active ingredients enhance the lives of the millions of people now living with pain.	Six Sigma, quality engineering, manufacturing, DOE, experimentation, resolving production challenges, ROI, increasing yield, continuous improvement, improving efficiency, process improvement, dashboards	David Payne, Site Director	JMP	BASF, Umicore, Haldor Topsoe, Clariant, Albemarle, Heraeus, Cambrex, Hovione	English, Simplified Chinese, Korean
Success Story	Advancing science literacy one algorithm at a time	Science Buddies	Non-Profit	USA	An online personalized learning tool, developed using JMP, helps students find the perfect science fair project. JMP enables Science Buddies to work with and visualize the gigabytes of data behind the Topic Selection Wizard that’s leading thousands of students to engage with science in new and meaningful ways.	Statistical modeling, data visualization, elementary education, science literacy, comparison with Excel, Sammon mapping, 3D scatterplot, STEM	Kenneth Hess, President & Founder	JMP		English
Success Story	Chemical attraction: JMP® and DOE team up for better chemistry	Anatune	Chemical	UK	Anatune is a leading provider of robotic solutions for chemical analysis. JMP helps the company perform the sophisticated analytics that set it apart from the competition. By using JMP to run multivariate experiments, Anatune has shortened development time by 50 percent. These efficiencies – and the more elegant chemistry solutions that come of them – enable Anatune to better serve its customers with market-leading automated chemical-analysis solutions.	DOE, experimentation, robotics, automation, chemistry, ROI, time savings, reproducibility, chemical analysis, method development, process development, method optimization, multivariate experiments, GC-MS, time savings	Camilla Liscio, Applications Chemist	JMP	Sepax Technologies, Davidson Analytical Services, Hichrom, Repligen, GS-Tek, Kinesis, ImmunoGen, MacroGenic, Exelixis	English, Korean
Success Story	‘Jam sessions’ democratize data-driven thinking	Telefonica	Telecommunication & Utilities	Germany	As the explosion of big data continues to transform business, marketers must think creatively about what they can do with data to both monetize information and add value for the consumer. Marketers at Telefonica use JMP to extract actionable insight from any given dataset – whether that be external data like weather reports or price information, or internal data like service usage patterns – to narrow the gap between data and decision.	Marketing analytics, data visualization, brainstorming, consumer research, market research, culture of analytics, culture transformation, Graph Builder, comparison with SPSS	Alfredo López Navarro, Knowledge Manager	JMP	BT Group, Vodafone, Telenor, America Movil	English, French, German, Korean, Spanish, Portuguese
Success Story	Innovations in clinical research offer opportunities and challenges	Almirall	Pharmaceutical & Biotech	Spain	Almirall built a new data management standard that has dramatically streamlined data and medical monitoring and regulatory compliance across a network of study partners in Europe and the US. Clinical trial managers use JMP Clinical to implement targeted data review approaches that address regulatory requirements and ensure patient safety. Global data governance standards have helped Almirall grow efficiency across its study teams while also relieving the regulatory burden of reporting in the face of increasingly stringent requirements. Integrated data management plays a key role in enabling the support of Almirall strategies to expand into other markets.	Clinical trial monitoring, clinical trials, regulatory submissions, compliance, FDA, EMA, data integrity, data cleaning, data visualization, data management systems, data review, data quality, regulation, validation, risk-based management, Notes, SDTM data, project development	Diego Herrera, Head of Global Data Management and Project Information, International Clinical Trial Manager	JMP Clinical	Grifols, Octapharma, Ferrer, Bayer, Fresenius, Roche, Baxter, Haemonetics, CSL, Novo Nordisk, Jazz Pharmaceuticals, Hikma Pharmaceuticals, Bausch Health Companies, BioDelivery Sciences International	English, French, Korean
Success Story	A launchpad for young scientists propels them to success in industry careers	University of Oregon	Academic, High Tech Manufacturing, Semiconductor	USA	The University of Oregon’s Master's Industrial Internship Program produces industry-ready graduates who can hit the ground running in real-world jobs thanks to their mastery of industry-relevant coursework. Students focus on honing skills valued highly by the industry, from practicing design of experiments to mastering JMP software, an industry favorite.	DOE, experimentation, industry careers, engineering, graduate education, graduate students, internship, semiconductor, photovoltaic, Los Alamos National Laboratory, ROI, time savings, x-ray tomography	Stacey York, Director of the Master's Industrial Internship Program	JMP		English
Success Story	Innovating like the customer’s well-being depends on it	Coloplast	Medical Device	Denmark	Engineers apply design of experiments techniques in JMP to reduce costs, accelerate processes and ensure the highest possible product quality. Boost efficiencies by empowering operators to evaluate and process data themselves with the help of JMP. From engineers to plant operators, R&D teams now capture and analyze data more efficiently and effectively than ever before, enabling Coloplast to get its newest medical innovations on the market and in the hands of patients in need.	DOE, experimentation, quality engineering, process optimization, process knowledge, R&D, time savings, cost savings, process development, Six Sigma, JMP Profiler, data visualization, communicating to management, product innovation	Lise Isachsen, Senior Process Specialist	JMP	ConvaTec, 3M, Derma Sciences, B. Braun, Sanofi Genzyme, Molnlycke, Medtronic, Bristol Myers Squibb, Beiersdorf	English, French, German
Success Story	Text mining revolutionizes a 24/7 customer support network	Oshkosh Corporation	Manufacturing	USA	Oshkosh Corporation uses free-form service call records to systematize technical support operations and prioritize engineering improvements. Engineers use JMP Pro to mine unstructured text data from support calls, identifying common problems and matching sources of malfunction with verified solutions that have proven successful in the past. With an ever-growing repository of maintenance data that can be deployed to troubleshoot recurring issues, Oshkosh’s 24/7 global service providers are now able to proactively resolve service calls as they come in.	Equipment performance optimization, service calls, customer support, unstructured data, text mining, data mining, improving customer service, Text Explorer, free-form data, continuous improvement, data visualization, Graph Builder	Ron Zhang, Senior Chief Engineer	JMP Pro	Genie, SkyJack, Haulotte, AICHI Corporation, JCB, Manitou, Merlo S, Mercedes-Benz, Navistar, Lockheed Martin	English, Korean
Success Story	Mitigating the environmental fallout of a nuclear era	CEA Marcoule	Energy, Chemical	France	An R&D scientist looks to design of experiments and other statistical methods to speed important research in nuclear waste conditioning.	DOE, experimentation, glass formulation, vitrification, nuclear waste disposal research, material performance, chemistry, R&D, cost reduction, Mixture Design, Graph Builder, JSL, scripting	Damien Perret, Research Scientist	JMP		English, German, French
Success Story	Statistics are a slam dunk for Davidson	Davidson College	Sports, Academic	USA	Students involved in Cats Stats, Davidson’s one-of-a-kind sports analytics group, sift through the numbers to offer coaches important insight – from lineup efficiencies and shot prediction to personnel scouting. JMP provides a user-friendly interface that makes data exploration and visualization easy. Davidson’s students have honed their analytical skills while simultaneously providing real-world advice to the college’s athletics program; several students have since gone on to sports analytics careers in the professional leagues.	Sports analytics, undergraduate education, basketball, data visualization, March Madness, NCAA, bivariate fit, teaching statistics	Tim Chartier, Professor	JMP		English
Success Story	At Oklahoma State University, analytics links business graduates with fulfilling careers in industry	Oklahoma State University	Academic, Business	USA	A unique business analytics master’s program takes a cue from industry partners to teach students about the real-world applications of data science. Faculty use JMP in the classroom to introduce students to statistical principles while also familiarizing them with a tool used widely by industry partners.	Business analytics, graduate education, learning statistics, data mining, marketing, business operations, internship, MBA	Goutam Chakraborty, Professor	JMP		English
Success Story	Data scientists build efficiency into electric utility construction	Valard Construction	Telecommunication & Utilities	Canada	Valard Construction uses dynamic JMP tools to optimize the productivity of construction crews. Data scientists use data models in JMP to identify areas for improvement after systematically tracking and evaluating construction crew productivity; roll out optimizations to other parts of the company. They are helping to reduce overall labor costs and project time with its data-driven labor force optimization strategy; the team continues to develop models addressing other challenges across a range of construction projects.	Labor force optimization, productivity optimization, construction, labor force modeling, data cleaning, data visualization	Serguei Roupassov, Data Scientist	JMP	Yonkers Electricity, Wildcat Electric Supply, Electric Power Engineers, NEI Electric Power Engineering	English, Korean
Success Story	Robots speed innovation in engineering biology	London DNA Foundry	Pharmaceutical & Biotech	UK	To deepen the statistical power of scientific research, replication is essential but time-consuming, particularly without a framework to guide the approach. The London DNA Foundry unlocks the power of automated experimentation with design of experiments in JMP.	Automation, DOE, synthetic biology, experimentation, technology transfer, robotics, time savings, cost reduction, reproducibility, Custom Design, biologists	David McClymont, Head of Automation	JMP		English, Simplified Chinese, French, German, Korean
Success Story	A new ecosystem for commercializing biology research	SynbiCITE	Pharmaceutical & Biotech	UK	Statistical analysis brings discipline to state-of-the-art research at Imperial College’s synthetic biology accelerator SynbiCITE. SynbiCITE uses JMP to deliver a systematic approach to experimentation, based on a robust statistical framework combined with cutting-edge automation technology in the London DNA Foundry, to help research scientists achieve the data quality necessary to validate and scale successful commercial applications.	Automation, DOE, experimentation, start-ups, synthetic biology, entrepreneurship, biology, biologists, robotics, reproducibility, Imperial College, QbD, quality by design, data visualization, executive leadership perspective	Stephen Chambers, CEO	JMP		English, Simplified Chinese, French, German, Korean
Success Story	A data revolution in marketing takes creativity to a new level	J. Walter Thompson	Consumer & Market Research	Singapore	Brand agency J. Walter Thompson drives accountability, engagement and sales with JMP Pro. An effective results dashboard allows clients to visualize the data, the reach of their content, and conversion rates, all measured accurately but still easily digestible.	Marketing analytics, data visualization, consumer research, market research, Graph Builder, advertising, sales, social media, sales strategy, digital marketing, branding, dashboards	Huw Davis, Data Analytics Lead	JMP Pro	McCann Worldgroup, Leo Burnett, BBDO, Ogilvy, Publicis Groupe, FCB , Weber Shandwick, Grey Group, Mullen Lowe Lintas Group	English, Simplified Chinese, French, German, Japanese, Korean
Success Story	Finding efficiencies in rubber formulation using statistical analysis	Bridgestone	Manufacturing	Japan	Bridgestone sought to create efficiencies in product development using new and historical data; design more functional experiments for complex data sets. Managment rolled out JMP across the organization, using data to develop new, high-performance rubber formulations and optimize production processes for Bridgestone tires.	DOE, rubber formulation, experimentation, product development, productivity savings, product optimization, shortening development cycles, method development, R&D, mixture formulation, Graph Builder	Taku Yamamoto, Engineer, Evaluation Method Development	JMP	Michelin, Goodyear, Continental, Yokohama, Cooper Tire, Hankook Tire, Pirelli	English, Simplified Chinese, Japanese, French, German, Spanish, Portuguese
Success Story	Business-minded scientists refine the science – and strategy – of research and development	Perrigo	Pharmaceutical & Biotech	USA	Perrigo reduces product variability and other inefficiencies by growing the use of statistical analysis in experimentation and testing. JMP makes it easy for scientists across the organization to augment processes with quality by design methods.	Quality control, QbD, quality by design, biostatistics, R&D, formulations, variability, DOE, experimentation, productivity gains, efficiency	Rob Lievense, Research Fellow, Global Statistics	JMP	Taro, Arbor Pharmaceuticals, Merz Pharma, Mylan, Allergan, Jazz Pharmaceuticals	English, Simplified Chinese, French, German, Korean, Spanish, Portuguese
Success Story	Statistical methods, vital for an ‘engineering world’	ASM International	High Tech Manufacturing, Semiconductor	Netherlands	Engineers seek to further develop and improve data gathering and analysis techniques, processes and frameworks to better understand both product and processes across all facets of a dynamic high-tech semiconductor manufacturing supplier. ASM sees great results in regard to efficiency and effectiveness: “We have a much deeper understanding and are able to work much faster thanks to JMP (software)’s visual approach to statistically backed data analysis.”	Manufacturing, continuous improvement, semiconductor, process improvement, product improvement, efficiency, R&D, DOE, experimentation, testing, Fit Model, time savings	Paul Deen, Statistical Methods Program Manager	JMP	Applied Materials, Lam Research, TEL, ASML, Modutek, Espec, Axcelis	English, Simplified Chinese, Traditional Chinese, French, German, Italian, Japanese, Korean
Success Story	Fine-tuning the tools of quality health care	Roche	Pharmaceutical & Biotech	Switzerland	Roche's engineers use a wide range of JMP tools to expedite research by optimizing processes and enhancing productivity.	Quality control, process development, DOE, experimentation, diagnostic biosensors, ANOVA, regression, Query Builder, performance, productivity gains, statistical process control, comparison to Excel, Graph Builder, data visualization	Raghavendran Swaminathan, Senior Process Development Engineer	JMP	Bayer, Abbott, AbbVie, Amgen, AstraZeneca, Bristol Myers Squibb, Johnson & Johnson, Eli Lilly, GSK, Novartis, Pfizer, Roche, Sanofi, Takeda, Novo Nordisk, Teva Pharmaceuticals, Eisai, Zoetis	English, Simplified Chinese, French, German, Korean
Success Story	Crop science for the modern world	Syngenta	Agriculture, Chemical	UK, Switzerland	Biotechnology giant Syngenta brings science to the age-old art of agronomy with cutting-edge statistical methods and sustainable technologies. Scientists deploy analytical decision making strategies, from design of experiments to quality control and process reliability. They use JMP to build compelling models; thereby gaining buy-in from local managers formerly reliant on intuition-based reasoning.	Automation, DOE, experimentation, formulation, formulation chemistry, agribusiness, crop protection, robotics, agrochemical, process analytics, productivity gains, time savings, R&D, quality, data visualization	David Barnett, Senior Formulation Chemist; Bruyn Ouboter, Global Measurement Science and Process Performance Lead	JMP	Monsanto Company, BASF, Dow AgroSciences, Bayer, DuPont Pioneer	English, French, German, Spanish, Portuguese
Success Story	One very SMART approach to patient safety	Janssen	Pharmaceutical & Biotech	USA	Janssen Research & Development surveillance physicians are proactively surveilling medicinal products to detect and prevent potential drug safety risks. An array of JMP features make Janssen Research & Development’s Signal Management for Adverse Events in Real Time an easily accessible tool of exploration.	DOE, experimentation, adverse events, Graph Builder, data visualization, Application Builder, Text Explorer, text mining, data mining, JSL, scripting, dashboards, comparison with Excel	Peter Mroz, Senior Statistical Programmer, R&D	JMP	Bristol Myers Squibb, Crucell, Novartis, Makscientific, AGY, Apricus, Merck, Eli Lilly, Boehringer Ingelheim, Pfizer	English, French, German
Success Story	Worldwide wildlife conservation begins in the backyard	North Carolina Museum of Natural Sciences	Ecology & Conservation	USA	Biologists team up with citizen scientists to build an important digital archive of mammal population distribution. With the help of members of the public, they collect wildlife data with motion and heat-sensitive camera traps. JMP helps to prepare and process the huge volume of data that is generated by this global effort.	Citizen science, image data, biology, multivariate analysis, distributions, PCA, principal components analysis, comparison with R, academic research, ecology, statistical modeling	Arielle Parsons, Ecologist	JMP		English, Japanese
Success Story	One quality imperative, many complicating factors	Ono Pharmaceutical	Pharmaceutical & Biotech	Japan	A statistical approach helps Ono Pharmaceutical build quality controls directly into manufacturing methods. Researchers used JMP to identify factors that affect product quality characteristics. Equipped with a better understanding of these factors and their interactions, Ono Pharmaceutical incorporated quality measures directly into the manufacturing process.	Quality control, manufacturing, ICH guidelines, QbD, quality by design, DOE, experimentation	Tatsushi Murase, Chemical Process R&D Research Scientist	JMP	Sumitomo Dainippon Pharma, Astellas Pharma, Shionogi & Co., ALTANA Pharma, Jazz Pharmaceuticals, Lilly	English, Simplified Chinese, Japanese
Success Story	To succeed, hire the right people. To find them, look at the data.	Septeni Holdings	Human Resources	Japan	A data-driven human resource strategy is the key to increasing employee retention and performance. Predictive modeling has helped identify important trends in employee performance that now inform personnel retention strategy. By matching employees with working groups where they are most likely to succeed, Septeni Holdings reduced overall turnover rates. The company now uses JMP to analyze a wide variety of employee development and performance data.	Human resources strategy, business operations, business analytics, predictive modeling, employee development, comparison with Excel, human capital, workforce recruitment	Tatsuya Shindo, Human Resources Director	JMP		English, Japanese
Success Story	A shining example of expert precision	OLEDWorks	Manufacturing	USA	OLEDWorks capitalizes on the design of experiments capabilities of JMP to refine its delicate processes. The company has produced the first organic light-emitting diode lighting panel ever manufactured in the United States.	DOE, experimentation, LED technology, design of experiments, Definitive Screening Designs, DSDs, multivariate analysis, PCA, principal components analysis, reliability, Prediction Profiler, comparison with Minitab, R&D	David Lee, Director of Quality and Reliability	JMP		English
Success Story	A winning design of experiments game plan	US Synthetic	High Tech Manufacturing	USA	The design and analysis capabilities of JMP and JMP Pro have US Synthetic engineers on the path to faster, more reliable findings. US Synthetic makes design of experiments with JMP an integral element of its problem-solving curriculum.	Manufacturing plant improvement, continuous improvement, Graph Builder, DOE, experimentation, design of experiments, R&D, comparison with Excel	Jed Campbell, Quality Manager; Tyler Dunaway, Process Engineer; Jason Lott, Research Engineer; Matt Brown, Process Engineer	JMP Pro	Element Six, Asahi Diamond Industrial, Varel International, Lazare Kaplan International, Hyperion Materials & Technologies	English
Success Story	Accessible analytics for all disciplines	University of Geneva	Academic	Switzerland	A professor at the University of Geneva introduces JMP – and in some cases, JMP in combination with R – into the classroom to teach students business analytics through hands-on data visualization and exploration. Students’ course evaluations showed an overwhelmingly positive response to learning business analytics via data visualizations.	Business analytics, marketing analytics, business operations, graduate education, data visualization, integration with R	Christian Hildebrand, Professor	JMP		English, French, German, Italian
Success Story	When trending means much more than popularity	Tillotts Pharma	Pharmaceutical & Biotech	Switzerland	Analysts at Tillotts Pharma use JMP to explore drug stability data. The JMP Graph Builder and Degradation platforms provide valuable support to their work in addition to custom scripts for trend analysis.	Drug stability, Graph Builder, Degradation, scripting, JSL, quality control, compliance, GMP guidelines, data management	Pius Dahinden, Analytical Science Manager	JMP	AbbVie, MyoKardia, Reata Pharmaceuticals, Otonomy, Arbor Pharmaceuticals, Orexo, Alliance Pharmaceuticals	English, French, German
Success Story	Purpose-built clinical trial analytics help a biopharma leader go global	Medytox	Pharmaceutical & Biotech	Korea	A Korean biopharmaceutical trailblazer prepares to enter the global market by ‘strengthening internal infrastructure and improving clinical quality’. Scientists consolidate and improve processes for data exploration and cleaning, risk-based monitoring and reporting with JMP Clinical.	Clinical trial monitoring, statistical monitoring, risk-based monitoring, data cleaning, regulatory compliance, clinical development, FDA, EMA, R&D, reporting, safety and efficacy reporting	Lee Joo-Hwan, Head of Clinical Development	JMP Clinical	Allergan, Ipsen, Teva, Biogen, Athersys, Reata Pharmaceuticals, Daewoong Pharmaceuticals, Hugel	English, Korean
Success Story	Statisticians help secure a competitive edge in manufacturing	W.L. Gore	Manufacturing	Germany	Statisticians at W.L. Gore partner with engineers and scientists across the organization to ensure quality and reliability in all aspects of the business. Teams run design of experiments in JMP to optimize products and manufacturing processes while rolling out more advanced capabilities via customized script-based applications that are easy for engineers to use on the factory floor.	DOE, design of experiments, experimentation, quality, reliability, quality engineering, scripting, JSL, time savings, cost savings, continuous improvement, Graph Builder, comparison with Excel, custom design, Definitive Screening Designs, DSDs, measurement systems	Maria Lanzerath, Global Head of Statistics	JMP	DUNMORE, RTP, Jessup, Zhongding, TSG Holdings, Holliston Holdings, Alpha Engineered Composites, CCI-GSF, Barrday, Omni, California Combining	English, French, German
Success Story	Performing under pressure, again and again	Medtronic	Medical Device	USA	A research manager and an industrial statistician at Medtronic teamed up to develop a new, more comprehensive method for evaluating device performance. A scripted tool, created in JMP, makes this methodology accessible for the whole research group. Analysis methods that are both more sophisticated and easier to use help Medtronic optimize the insights they get from their data – ultimately helping to deliver safer, more effective devices.	JSL, scripting, surgical technology, continuous improvement, R&D, device performance, performance data, reliability, predictive modeling, regression, multivariate models, comparison with Excel, data visualization, dashboards, performance tool, product development	Jim Pappas, Industrial Statistician; Susan Roweton, Research Manager	JMP Pro	Cook Medical, Wright Medical, Zimmer Biomet, Stryker, Boston Scientific, Nikkiso, Olympus Corporation, Ra Medical Systems, Globus Medical, Johnson & Johnson, Natus Medical	English, Korean
Success Story	Automated analytical applications speed up discoveries in biomarker research	Ipsen	Pharmaceutical & Biotech	France	Biologists at Ipsen investigate biomarkers critical to the development of new cancer therapeutics. They're using JSL to develop automated and customizable applications that simplify data analysis and make it easier for researchers to make discoveries. Processing time for analyzing 10 biomarkers has been reduced from 20 hours to 30 minutes, thus freeing up time for researchers to concentrate on scientific innovation.	Biomarker research, oncology, ROI, time savings, JSL, scripting, immunoassay profiling methods, biology, biologists, data visualization, exploratory data analysis, box plot	Jean-Luc Blachon, Head of Statistical Research, Bioinformatics	JMP	Mylan, Teva Pharmaceuticals, Regeneron, Novartis, Pfizer, Akorn, Eisai, Cipla, Sanofi, Merck, Abbott, GSK, Roche, Eli Lilly, Johnson & Johnson, Amgen	English, French, Korean
Success Story	Rooting out production challenges with statistical analysis	Pierre Fabre	Pharmaceutical & Biotech	France	Sustained out-of-specifications outcomes at one of France’s leading pharmaceutical and consumer health companies caused significant production inefficiencies and financial losses, while jeopardizing process validation requirements from national and global regulatory bodies. Implementing targeted, user-friendly statistical tools in JMP allowed plant engineers to systematically identify the root causes for process inefficiencies and comply with regulatory requirements. Using JMP, this plant has drastically reduced manufacturing losses from 2016 to 2017, and engineers are exploring novel ways to integrate JMP in other areas of the company.	Manufacturing plant improvement, continuous improvement, Graph Builder, DOE, experimentation, design of experiments, ROI, cost savings, process validation, regulatory compliance, FDA, EMA, customization, scripting, quality engineering, stability, Profiler, increasing yield, time savings	Thierry Taillandier, Quality Project Manager	JMP	Estée Lauder, Dior, Beiersdorf, Chanel, Revlon, Coty, Unilever, Luxasia, L'Oréal, Clarins	English, French, German
Success Story	Beijing Aquarium finds clarity in analytics	Beijing Aquarium	Conservation	China	The Beijing Aquarium developed a 3-in-1 management solution that decreased energy use, improved the visitor experience and preserved endangered species. Engineers use design of experiments in JMP to guide water quality management decisions.	Water quality, cost savings, DOE, design of experiments, experimentation, experimental design, beluga whales	Wang Lei, Water Quality Engineer	JMP		English, Simplified Chinese
Success Story	Analytics for everyday innovation	P&G	CPG	Germany	P&G has adopted a culture of analytics. Statisticians and scientists take a data-centric approach to experimentation with design of experiments capabilities in JMP to improve quality while also cutting costs.	DOE, design of experiments, experimentation, quality, cost savings, culture of analytics, continuous improvement, manufacturing, reliability, stability, Graph Builder	Beatrice Blum, Statistician	JMP	Colgate-Palmolive, Church and Dwight, Unilever, Estee Lauder, Revlon, Coty, Elizabeth Arden, Reckitt Benckiser, Newell Brands, Clorox, Kimberly-Clark	English, Simplified Chinese, French, German, Italian, Korean, Spanish, Portuguese, Japanese
Success Story	Statistically speaking: Reflections on the tools of a trade	Eastman Chemical	Chemical	USA	A team of Eastman Chemical Company statisticians is enhancing data-based decision making through the creation and use of sound statistical methods. JMP serves, on a daily basis, as a statistical “Swiss army knife.” The group also regularly uses JMP Pro, which affords more advanced capabilities with, for example, its Partial Least Squares platform. JMP and JMP Pro allow a team of statisticians to not only more interactively engage with their data but to share insights more easily with their customers.	DOE, design of experiments, experimentation, statistical modeling, Custom Design, R&D, manufacturing, Prediction Profiler, Partition, optimal DOE, scripting, JSL, JMP support and resources	Kevin White, Applied Statistics Group Leader	JMP Pro	Dow Chemical Company, PolyOne, FMC, Ashland, A. Schulman, Westlake Chemical, Huntsman, Kraton Performance Polymers, DuPont, Albemarle	English, Simplified Chinese, French, German, Italian, Japanese, Korean
Success Story	Real-world analytics unite engineering classrooms on two continents	Cal Poly Department of Engineering	Academic, Manufacturing	USA	Students are encouraged to use JMP both in and out of the classroom. By using JMP to teach engineering, Pan prepares his students for competitive careers at some of the top companies not only in the US but around the world.	Teaching engineering, manufacturing engineering, JMP in the classroom, industry ready graduates, teaching DOE, design of experiments, experimentation, academic, undergraduate education, graduate education	Jianbiao John Pan, Professor	JMP		English, Simplified Chinese, French, German, Italian, Japanese, Korean
Success Story	Optimizing diagnostic development through applied statistical techniques	Beckman Coulter	Medical Device	France	Beckman Coulter uses JMP to rapidly adapt to evolving regulatory standards while building in-house statistical capabilities. User-friendly yet comprehensive, JMP software helps the diagnostic team respond to regulatory requirements and implement a design of experiments (DOE) approach without a dedicated on-site statistical team. Enhanced study designs that allow for in-depth analysis of complex molecular interactions and growing interest in JMP implementation companywide.	DOE, design of experiments, experimentation, FDA, diagnostics, regulatory filings, compliance, R&D, diagnostic development, testing, data visualization, promoting JMP use to others	Emmanuel Romeu, R&D Manager	JMP	Sysmex, BioMerieux, BD, Abbott, Bio-Rad, Roche, PerkinElmer, Thermo Fisher Scientific, CellNovo, miraDry	English, French, German
Success Story	Design of experiments consolidates steps and saves money	Arlenda	Pharmaceutical & Biotech	Belgium	In the course of its consultancy, Arlenda deploys a full suite of JMP features. Among the most frequently used, and enthusiastically received, are JMP design of experiments, modeling and graphic capabilities. Arlenda’s consultants provide scientists with an analytical toolkit based on JMP that can be adapted independently to future experiments and processes. As a result, Arlenda’s clients keep coming back.	DOE, design of experiments, consultants, consulting, experimentation, R&D, cost savings	Bruno Boulanger, Chief Scientific Officer	JMP		English
Success Story	BASF finds the secret to cleaner dishes and waterways	BASF	Chemical	USA	Responding to a mandate to remove phosphates from detergents, a team of BASF chemists set out to find a chemical composition with similar cleaning properties. JMP helped the team evaluate the performance of a variety of compounds and proved to be a considerable timesaver. Using JMP, BASF chemists designed a new cleaning formulation now used in place of phosphates by dish detergent manufacturers around the world.	DOE, design of experiments, experimentation, chemistry, chemical, ROI, time savings, formulations, mixture design, performance optimization, ANOVA, Graph Builder, Custom Design, data visualization	Jim Dailey, Global Technical Key Account Manager, Research Chemist	JMP	Dow, Celanese, Ashland Global Holdings, Evonik Industries, Eastman, W.R. Grace, DuPont, Royal DSM, LG Chem, INEOS, SABIC, LyondellBasell, Mitsubishi Chemical	English, Simplified Chinese, French, German, Italian, Japanese, Korean, Spanish, Portuguese
Success Story	Pioneering a scientific analysis with interdisciplinary potential	Brazca	Energy	Australia	An exploration geologist develops a new method for bimodal geostatistical cluster analysis. A new approach to geostatistical cluster analysis was developed in JMP and implemented exclusively with JMP scripts. Possible fields of application include virtually all disciplines of the natural sciences and every other field in which the spatial position of data matters such as image processing, logistics, marketing and pattern recognition.	Modeling, geology, mining, exploration geology, geostatistical cluster analysis, scripting, JSL, time savings	Steffen Brammer, Senio Resource Geologist	JMP		English
Success Story	Educating tomorrow’s data detectives	Cal Poly Department of Statistics	Academic	USA	In Cal Poly’s statistics department, students work on realistic problems that emphasize the understanding of all aspects of statistics: the planning of sample surveys and designed experiments, the process of acquiring data, the careful analysis of information, and the communication of results and conclusions.	Teaching statistics, JMP in the classroom, academic, undergraduate education, learning statistics	Karen McGaughey, Professor	JMP		English
Success Story	Safeguarding the vitality of a regional reservoir	City of Durham	Government & Defense	USA	Water quality engineers from the City of Durham gather and analyze data on the status of Falls Lake and share their findings in easy-to-interpret graphs.	Data visualization, water quality, partitioning, monitoring, Graph Builder, Query Builder, ease of use, city government	Michelle Woolfolk,Water Quality Engineer	JMP		English
Success Story	Illuminating a green revolution	Cree	High Tech	USA	JMP allows Cree’s production teams to visualize and communicate issues in the process, collect data on those issues, apply models, study the effects of interactions and demonstrate improvement. JMP enabled Cree’s sustaining engineering team to pinpoint and eliminate a defect in the manufacturing process.	Data visualization, product engineering, data mining, control charts, reducing defects, scripting, JSL, Prediction Profiler, ROI, manufacturing, energy	Ed Hutchins, Product Engineering Manager	JMP	Nichia, OSRAM, Seoul Semiconductor, Lumileds, Epistar, San'an Opto Electronics, Everlight, Ushio, Bright Light Systems, Lumerica	English, French, German, Italian
Success Story	Dow enhances reliability with advanced analytics	Dow Chemical	Chemical	USA	Dow is adding ‘billions and billions’ in value with Six Sigma. MP is used in many facets of Dow’s operations. As Dow transitions from a traditional manufacturer to a solutions provider, JMP has become an essential tool for analyzing and presenting data, sharing it in a collaborative process with colleagues and customers, and using it to project new initiatives.	Six Sigma, quality engineering, ROI, cost savings, time savings, DOE, design of experiments, experimentation, productivity gains, reliability, R&D, Custom Design, distribution, data mining, predictive modeling	Tim Rey, Director of Advanced Analytics; Chris Haney, Technology Leader; Kevin McCarron, Six Sigma Service Leader; Jeff Sweeney, Senior Research Statistician	JMP Pro	BASF, Bayer, Monsanto, Syngenta, DSM, Solvay, Huntsman, PolyOne, Eastman, Mitsubishi Chemical	English, Simplified Chinese, Korean, Spanish, Portuguese
Success Story	Fresenius tackles an ambitious assignment	Fresenius	Medical Device	Italy	JMP helps to streamline a medical device manufacturing process with innovative Visual Six Sigma. In just six weeks, JMP users at Fresenius developed a tool for monitoring a complex manufacturing line.	Six Sigma, manufacturing, continuous improvement, time savings, JSL, scripting, STATCON consultants, data visualization, reducing defects, productivity gains	Laura Zambianchi, Senior Filtering Material Specialist	JMP	DaVita, Baxter, Roche, Bristol Myers Squibb, Medtronic, Novartis, Johnson & Johnson	English, French, German, Italian
Success Story	Proficiency in statistics becomes a medical school standard	Hokkaido University	Academic	Japan	Yoichi M. Ito of the Hokkaido University Graduate School of Medicine has designed a unique practical statistics course that applies the user-friendly exploratory features and data library of JMP. Students now learn to appreciate how even a basic understanding of statistics can elevate their future research and professional careers in the life sciences.	Teaching medical statistics, graduate education, medicine, JMP in the classroom, learning statistics	Yoichi M. Ito, Professor	JMP		English, Japanese
Success Story	The teachers’ tool	Kyoto University	Academic	Japan	Students use JMP Pro in a biostatistics course to learn how to find meaningful results in public health data.	Teaching biostatistics, public health, learning statistics, medicine, graduate education, medical statistics	Tosiya Sato, Professor	JMP Pro		English, Japanese
Success Story	Data-driven Quality by Design boosts drug development	Mitsubishi Tanabe Pharma	Pharmaceutical & Biotech	Japan	Researchers use JMP outputs to make pharmaceutical production processes more efficient and reliable. By using JMP to calculate processing parameters, MTPC was able to both optimize variations in quality characteristics and study design space settings for the dissolution rate of a new drug based on QbD.	Quality by design, QbD, quality engineering, formulation design, process improvement, risk management	Keisuke Takagaki, Research Scientist	JMP	Kobayashi Pharmaceutical, Otsuka, Sunovion, Pfizer, Alkermes, Exalenz, Astellas, Lilly, Meiji, EMD Serono, Shionogi & Co.	English, Japanese
Success Story	Mining big data propels increased product miniaturization	Murata	High Tech Manufacturing, Semiconductor	Japan	With advances in technology bolstering the demand for manufactured electronics worldwide, Murata sought a more creative, data-driven solution to optimizing not only their processes, but also their end products. Murata’s engineers now rely on JMP to translate objective data analysis results into demonstrable on-site improvements. With JMP, Murata streamlined elements affecting the ceramics calcination process shrinkage factor, creating an alternative control system by which to stabilize variation and reduce product size.	Quality engineering, process optimization, continuous improvement, manufacturing, data mining, process development, reducing variation	Osamu Shimoyae, Senior Manager of Production Innovation	JMP	Cyntec, GainSpan, Electroverge, Coilcraft, FossilShale Embedded, Alps Electric, Kemet, TDK, Kyocera	English, Korean, Japanese
Success Story	North Carolina’s Division of Motor Vehicles drives change through data analysis	North Carolina Department of Transportation	Government & Defense	USA	JMP helps analysts improve customer service at DMV offices across the state. Staff apply Lean Six Sigma principles in JMP to visualize and interpret transaction data gathered at driver license offices across the state. The project is ongoing through the continued rollout of various time-saving processes and much-needed technology updates at the busiest DMV offices statewide. Through these strategic improvements, data indicates that average wait times have been reduced.	Six Sigma, improving customer service, wait times, sensitivity analysis, Monte Carlo simulation, tree maps, DMV	Six Sigma Lead	JMP		English
Success Story	Strategic experimentation helps engineer road safety improvements	North Carolina State University Department of Industrial Engineering	Academic	USA	An industrial engineer at North Carolina State University uses JMP to analyze designed experiments that gauge the effects of on-road signage and in-vehicle technologies on driver attention allocation among both civilian drivers and police officers. With the results of her experiments, she and her colleagues plan to provide the Department of Transportation with improved design and formatting guidelines for on-road signage. Her analysis will also help improve mobile computer terminal interface design for police cruisers nationwide.	DOE, design of experiments, experimentation, academic research, industrial engineering, police, transportation, human systems engineering, ANOVA	Maryam Zahabi, Graduate Researcher	JMP		English
Success Story	An analytics tool bridges the cultural divide	Nu Skin	CPG	USA	Market analysts created an intuitive, easy-to-use tool to facilitate control group selection and analyze promotional uplift. Nu Skin developed an interactive JMP environment in eight months from concept to implementation. Today, this JMP tool is used to perform product promotions analytics, thereby improving service and growth in regions throughout the world.	Dashboard building, control group selection, market research, time savings, working across geographies, ease of use, dashboards	Brian Eastwood, Market Analyst	JMP	Mary Kay, Avon, Lush, L'Oreal, Sally Beauty, Revlon, Oriflame, Kiko Milano, Coty	English
Success Story	It’s survival analysis — literally	San Diego Zoo	Ecology & Conservation	USA	In the fight against extinction, conservation scientists must assess hundreds of complex ecological and behavioral variables to gain essential insight into habitat attrition and population dynamics. Ecologists use JMP to run multiple survival analyses and build statistical models that help researchers to identify the best adaptive management strategy for at-risk species.	Data exploration, statistical modeling, exploratory data analysis, ecology, biology, data visualization, comparison with R, learning statistics, adaptive management, environment	J.P. Montagne, Research Coordinator Applied animal Ecology Divsion	JMP		English
Success Story	A new generation of statistics-literate educators	Shibaura Institute of Technology	Academic	Japan	Shibaura Institute of Technology (SIT) encouraged all students and faculty to expand their understanding of statistics using easy-to-learn JMP Pro statistical discovery software. Students and faculty members across SIT adopted JMP Pro to augment their use of statistical analysis in everything from basic coursework to graduate research. With the help of JMP Pro, SIT made statistics education both accessible and enjoyable for future educators.	Teaching statistics, JMP in the classroom, academic, undergraduate education, learning statistics, engineering education, Graph Builder	Hideyo Makishita, Professor	JMP Pro		English, Japanese
Success Story	Social system engineers gain insights from survey data	University of Hyogo	Academic	Japan	The University of Hyogo empowers researchers to use JMP to analyze survey data, thus saving them the time and effort required to learn programming-reliant alternatives. Researchers made impressive strides in social system engineering, developing critical strategies to improve both company and local government management.	Survey research, informatics, graduate education, research methods, academic research, data visualization, learning statistics	Masahiro Arima, Professor	JMP		English, Japanese
Success Story	A significant contribution to the advancement of analytics	Villanova University	Academic	USA	The Villanova University School of Business offers a minor in analytics – an offering that has quickly become the university’s most popular minor – and has also laid plans for a similar major.	Data exploration, statistical modeling, learning statistics, undergraduate education, JMP in the classroom, Prediction Profiler, Graph Builder	Bob Nydick, Professor	JMP Pro		English
Success Story	Optimizing DOE for optimal product design	W.L. Gore Japan	Manufacturing	Japan	Gore Japan encouraged its researchers to use JMP® to plan and implement efficient experimental design. The company transformed its experimentation processes, more effectively and efficiently testing optimal combinations of factors affecting product quality. Employees’ mastery of statistics is progressing, and those business areas in which JMP is involved have expanded.	DOE, design of experiments, experimentation, quality engineering, reliability, reproducibility, design optimization, process improvement	Tatsuo Yamamoto, Statistics Team Leader	JMP	DUNMORE, RTP, Jessup, Zhongding, TSG Holdings, Holliston Holdings, Alpha Engineered Composites, CCI-GSF, Barrday, Omni, California Combining	English, Japan
Success Story	If the track FITs	WildTrack	Ecology & Conservation	USA	Many endangered animals in the wild are elusive and difficult to count, and resources for conservation research are hard to come by. A noninvasive, inexpensive and sustainable method for census taking is needed. WildTrack biologists use JMP and the FIT application to create algorithms of endangered species footprints.	Data exploration, exploratory data analysis, biology, statistical modeling, wildlife, image analysis, images	Zoe Jewell, Ecologist; Sky Alibhai, Ecologist	JMP		English, Simplified Chinese, Japanese, French, German, Italian, Korean
Success Story	Whirlpool spins a culture of analytics	Whirlpool	Manufacturing	USA	Whirlpool uses JMP in Six Sigma Black Belt and Green Belt training that supports its Operation Excellence program. JMP helps analysts communicate data-driven ideas and concepts, and spread a culture of continuous improvement.	Six Sigma, continuous improvement, training, predictive modeling, control charts, process improvement, bubble plot, exploratory data analysis	Aaron Youngstedt, Six Sigma Project Deployment Lead	JMP	LG, GE Digital, Samsung, Electrolux, Bosch, Panasonic, Haier, Dyson	English, Spanish
Success Story	Keeping pests at bay	USDA Animal and Plant Health	Government & Defense	USA	The USDA uses JMP for sample design, experimental design and repair, data analysis and more. JMP helps scientists in the USDA’s Plant Protection and Quarantine Division assess the risks of plant pest invasions, curtail their entry, and monitor their movements and populations.	DOE, design of experiments, experimentation, invasive species, Prediction Profiler, risk assessment, experimental design, statistical modeling	Ned Jones, Statistician	JMP		English, Japanese
Success Story	US Marines use analytics to save billions	US Marine Corps	Government & Defense	USA	Predictive modeling with JMP Pro forecasts equipment losses during conflict, enabling the military to plan for replacements more effectively and efficiently.	Dashboard building, predictive modeling, cost savings, recursive partitioning, bootstrap forests, dashboards	Capt. Aaron Burciaga, Military Operations Research	JMP Pro		English
Success Story	Data offers insights on energy alternatives	US Department of Energy’s National Renewable Energy Laboratory	Government & Defense	USA	National Renewable Energy Laboratory (NREL) scientists use the scripting and data mining capabilities of JMP to gauge the performance of solar energy systems. The solar energy industry will move forward with a more comprehensive understanding of how to build and maintain its systems, and with data-based knowledge of the reliability of those systems. Using JMP, researchers are now generating in a matter of minutes reports that previously took a week or more to produce.	Data exploration, data mining, scripting, JSL, modeling, reliability, efficiency, photovoltaics, renewable energy, degradation, stability, reproducibility, solar	Dirk Jordan, Senior Reliability Engineer	JMP		English
Success Story	3-D analytics helps business students find common ground	University of Southern California	Academic	USA	USC Marshall School of Business uses JMP in an interdisciplinary, visual approach to data mining.	Data exploration, exploratory data analysis, MBA, business analytics, JMP in the classroom, marketing analytics, data visualization, data mining, scatterplots, regression	Arif Ansari, Professor	JMP		English
Success Story	Wharton gets down to business	University of Pennsylvania	Academic	USA	MBA students use JMP to apply basic and advanced data analysis skills to complex, real-world business problems.	Data exploration, exploratory data analysis, MBA, business analytics, JMP in the classroom, marketing analytics, data visualization	Robert A. Stine, Professor	JMP		English
Success Story	Sophisticated analytics made easy	University of Michigan	Academic	USA	The Ross School of Business at the University of Michigan uses JMP for coursework and projects in introductory statistics, data mining and applied multivariate analysis, applied forecasting and applied regression. Individual students and teams delve into analytics to explore data, surface business challenges, uncover patterns and examine possible solutions, and then apply these skills in their work environments.	Data exploration, exploratory data analysis, MBA, business analytics, JMP in the classroom, marketing analytics, data visualization, scatterplot, learning statistics, graduate education, Fit Model	Peter Lenk, Professor	JMP		English, Simplified Chinese, Japanese, Korean
Success Story	Equipping business students with competencies valued by today’s organizations	University of Connecticut	Academic	USA	The University of Connecticut deploys JMP software and a full suite of SAS® tools in the School of Business GE-sponsored edgelab and in a variety of classes leading to an advanced business certificate in business analytics. JMP will be used extensively in a new Master of Science program in business analytics and project management.	Data exploration, exploratory data analysis, MBA, business analytics, JMP in the classroom, marketing analytics, data visualization, scatterplot, learning statistics, graduate education, information management	Ram Gopal, Professor	JMP		English
Success Story	Opening the lines of communication	Tellabs	Manufacturing	USA	Using statistical process control charts in JMP, Tellabs is working with contract manufacturers to better ensure the consistent quality of its products. Tellabs incorporates predicted yields into P charts that are used to indicate the anticipated outcomes in the production process. Tellabs uses JMP in weekly meetings with contract manufacturers to pinpoint issues that can likely be effectively addressed. Having learned to use JMP scripts to create charts and reports, the contractors now arrive at the meetings prepared to discuss any issues at hand.	Statistical process control, SPC, quality, yield, P charts, manufacturing improvement, predictive modeling, reliability, data visualization	Vin Kane, Quality and Reliability Consultant	JMP	Actiontec, MegaPath, ADTRAN, Calix, Nokia, Silver Peak, NeoPhotonics, Finisar, OneAccess, Huawei	English
Success Story	Developing smart power with confidence	STMicroelectronics	High Tech Manufacturing, Semiconductor	Italy	JMP has become an everyday tool for the company’s Italy-based engineers. Use of the software is expanding into other areas of the organization. JMP allows engineers to analyze and manipulate extremely large data sets, perform experimental designs on new products, and present findings clearly and concisely.	Data mining, statistical modeling, troubleshooting, partitioning, DOE, design of experiments, experimentation, experimental design, scripting	Matteo Patelmo,, Process Integration Director	JMP	Texas Instruments, NXP, Infineon, Analog Devices, Maxim Integrated, Renesas, Qualcomm, Advanced Micro Devices, NVIDIA	English, Simplified Chinese, Traditional Chinese, Korean, Japanese
Success Story	Stanford researcher challenges assumptions about cystic fibrosis	Stanford University	Academic	USA	Researchers seek to determine whether the clinical course of cystic fibrosis and other diseases can be modulated by defining and then targeting the mechanism of action of neutrophils in the diseases. They use JMP to evaluate treatment responses and explore associations between genetic and other markers relevant to neutrophil function in cystic fibrosis.	Statistical modeling, data visualization, multivariate analysis, academic research, medical research, comparison with Excel	Rabin Tirouvanziam, Research Scientist	JMP		English
	McDonald’s makes delicious discoveries with JMP®	McDonald's	Restaurants, Retail	USA	A McDonald’s operations research team uses JMP to gather historical and current data and predict future trends, and to present findings to internal clients around the world more efficiently and effectively. By predicting changes in local market conditions for each geographic region, McDonald’s Worldwide Restaurant Innovation team builds efficiencies into its operations around the world.	Predictive modeling, data visualization, communication with leadership, Graph Builder, predictive analytics	Mike Cramer, Director of Operations Research	JMP	Burger King, Taco Bell, Pizza Hut, Subway, Starbucks	English, Spanish
Success Story	A better understanding of aging	Mario Negri Institute for Pharmacological Research	Healthcare	Italy	Researchers at Milan’s Mario Negri Institute are using JMP in many areas, including clinical trials on the efficacy of new drugs for Alzheimer’s disease and depression in the elderly and for surveys to measure the general health of individuals 80 years and older. JMP is helping institute researchers "squeeze more juice" from their data and work more effectively with extremely large databases — many containing millions of rows of data.	Academic research, pharmacological research, geriatric neuropsychiatry, Alzheimer’s disease, scatterplots, statistical modeling, Fit Model	Mauro Tettamanti, Epidemiologist	JMP		English
Success Story	A model airline	Lufthansa	Services	Germany	Lufthansa’s incomplete database meant that mathematical models yielded scheduling suggestions that were unrealistic. With JMP, Lufthansa improved the quality of its flight scheduling, and now has the ability to arrange for precise connections for all customer groups.	Statistical modeling, data visualization, customer service, customer satisfaction, Graph Builder, statistics, production model	Anja Simon, Project Manager, Information Management	JMP	United Airlines, British Airways, American Airlines, Southwest Airlines, JetBlue, Cebu Pacific, Etihad, Turkish Airlines, AirAsia, Cathay Pacific, China Airlines, JAL, KLM, Emirates, Delta Airlines, Ryanair, Air China, China Eastern, Korean Air, Aeroflot	English, German
Success Story	Friendlier skies	Lockheed Martin	Government & Defense	USA	Lockheed Martin systems engineers are using a variety of JMP tools to optimize takeoff profiles. For its noise-reduction research, the Lockheed Martin team received a Distinguished Engineering Project Achievement Award from the Engineers’ Council.	DOE, Contour Profiler, aeronautics, rapid profile development methodology, regression, optimal design, design of experiments, experimentation, design space	Jeanette Elliott, Systems Engineer	JMP	Boeing, BAE Systems, General Dynamics, Raytheon	English
Success Story	Building a better taste test	Kraft	CPG	UK	Kraft Foods’ researchers sought a more effective means of analyzing data from taste tests involving professional tasters and hundreds of consumers. They developed a consumer test evaluation tool that ultimately halved analysis time, significantly reduced training time, minimized calculation errors, ensured and increased use of Kraft Foods best practices, and reduced software costs.	Consumer research, R&D, taste testing, JSL, scripting, dashboards, dashboard building, sensory analysis, statistical modeling	Jeff Stagg, Principal R&D Scientist	JMP	Kellogg's, General Mills, Mondelez International, Smucker's, Ingredion, Quaker Oats, PepsiCo, Tyson Foods, Nestle, JBS,  Anheuser-Busch InBev, Mars	English
Success Story	The race to zero	Kodak	Manufacturing	USA	Using JMP, the Kodak Film Capture Manufacturing team easily manipulated data generated by millions of images taken of the production process, allowing the team to find the source of the problem and correct it. Kodak reduced occurrences of the contaminant from one in every 10 million linear feet of this motion picture film to only one in every 300 million linear feet, and has seen no defects at all in 12 months. JMP not only enabled the Kodak team to identify the problem but also to clearly present findings to upper management, showing the need for investment to fix the problem.	Continuous improvement, cost savings, time savings, zero defect manufacturing, control charts, communications with leadership, data visualization	Geoff Beatham, Quality Director	JMP	Fujifilm, Heidelberger, Agfa, Esko, Konica Minolta, Xerox, Epson, Lexmark, HP, Nikon	English, Korean
Success Story	It’s Quality by Design at GlaxoSmithKline	GlaxoSmithKline	Pharmaceutical & Biotech	UK	GlaxoSmithKline scientists assess risk and develop process-control strategies using unique experiment design features and other capabilities in JMP. World-class design of experiment methods help scientists optimize manufacturing processes quickly, thereby reducing costs. JMP journals and customizable dashboards allow analysis results to be structured, shared and interactively interrogated. The software makes it easier to identify gaps, highlight important control features and demonstrate control.	DOE, design of experiments, experimentation, cost savings, quality by design, QbD, Profiler, quality engineering	Martin Owen, Innovation Leader	JMP	Bristol Myers Squibb, Johnson & Johnson, Merck, Novartis, Abbott, Roche, Eli Lilly, Pfizer, Cipla, Teva Pharmaceuticals, Sanofi, AstraZeneca	English, German
Success Story	Extracting benefits with text mining	FMC Technologies	Energy	USA	JMP helps FMC Technologies analyze text as well as numeric data to produce a more thorough and detailed picture of its operations. JMP also is used for quality control training, cost studies and other functions. A custom JMP application supports a creative integration of text mining and JMP analytics to give this manufacturer the precise information it needs to stay on target with worldwide operational goals.	Six Sigma, text mining, data mining, JSL, scripting, customization, JMP and R integration, text analysis, unstructured data, comparison with Minitab	Dan Fortune, Global Business Excellence Manager	JMP	Cameron, Dril-Quip, GE, Forum, Lufkin, Subsea 7, Oceaneering International, Aker Solutions, OneSubsea, Exterran	English, Spanish
Success Story	Safeguarding the skies	Federal Aviation Administration	Government & Defense	USA	Analysts sought to improve automation of air traffic systems and better support air traffic controllers with more accurate and timely information. They used JMP to retrieve and examine millions of pieces of data from its air traffic control centers and from around the globe. As air traffic control systems employ more automation and takeoffs increase, JMP is helping the FAA mine the data gathered from previous flights to make future ones safer.	Statistical modeling, statistics, cluster analysis, data visualization, communications, bubble plots	Mike Paglione, Simulation and Analysis Engineer	JMP		English
Success Story	The proof is in the poultry	Elanco	Agriculture	UK	Process Insight Consulting works with Elanco Animal Health veterinarians at “demystifying data analysis” using JMP. Elanco veterinarians and technical consultants uncover statistically significant links between various genetic, dietary and environmental factors affecting the health and development of chickens, then communicate analysis results to producers in an easy-to-understand format.	Consulting, consultants, control charts, animal health, dashboard building, dashboards, JSL, scripting, Prediction Profiler, time savings, predictive modeling	Christophe Bostvironnois, Marketing Execution Manager	JMP	Zoetis, Boehringer Ingelheim, Merck Animal Health, DSM, PetSmart, Ceva, GSK, Phibro Animal Health, Novartis, Bayer	English, French
Success Story	BU brings dynamic instruction to intro statistics classes	Boston University	Academic	USA	To make basic statistics classes more engaging, faculty use JSL to build add-ins, which serve as interactive worksheets, animating theories introduced in lectures. Students are clearly more engaged by this interactive approach to the curricula. They’re now more prone to debate one another’s findings and delve further in their analyses.	Teaching statistics, undergraduate education, learning statistics, scripting, JSL, customization, dashboard building, Graph Builder, data visualization	Luis Carvalho, Professor	JMP		English, Simplified Chinese, Japanese

 

 

 

 

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DaeYun_Kim

Thank you, @Meg_Hermes 

You did an incredible job and this is a great help to us and our customers.

 

Thanks again