Demo Topic: Quality Overview
Purpose
The purpose of the demo is to provide an introduction intended to start a conversation with the customer about what they do, what they need and how JMP can benefit them
Analytical Workflow
Industry
The data is a batch process that is typical in
- Chemical manufacturing
- Pharmaceutical manufacturing
- Biotech
- General Purpose
Questions Being Answered
- What are the top level capabilities in JMP for Quality and Process?
- Demo is an overview of what’s available and not a detailed description of any topic.
What is the Story/Scenario
The data is an example of a typical manufacturing process with several process monitors that are used to control the process. There are several categorical variables that can be used as grouping variables.
JMP features and platforms
- Control Chart Builder
- Model Driven Multivariate Control Charts
- Process Screening
- Process Capability
- MSA Design
- Measurement System Analysis
- Pareto Plot
- Cause and Effect Diagram
Discovery call, what to ask and possible pain points
- Difficulty working with raw data, manipulating it before it can be analyzed (JMP’s table functions, missing data, outlier detection, recode)
- Time consuming data preparation
- Repeating tasks such as data prep and analysis (Workflow Builder)
- Complexity working with many process control variables (Process Screening)
- Complexity working with analyzing capability on many variables (Process Capability)
- Difficulty with control charts (Control Chart Builder)
- Difficulty with capability analysis and non-normal distributions (Distribution, fitting distributions, capability analysis)
- Six sigma/Lean methods for structured problem solving (Pareto chart, cause-and-effect diagram)
Included Material
- Journal
- Production Data.jmp
- MSA Design.jmp
- Failures.jmp (for Pareto)
- Ishikawa.jmp (for cause-and-effect diagram)
Leave behind
The data is not proprietary and can be left behind. There are table scripts to repeat everything shown in the demo.
Tips for delivering the demo
- The demo is meant to be a quick overview, not a detailed presentation. Tell the customer this at the start of the demo and if they see something interesting, you can circle back and cover more details at a slower pace.
- Pause frequently and ask questions like “is this something that would help you”
- Offer to come back later to show selected topics to a wider audience
