![]() Lean practices are focused on maximizing customer value by eliminating waste. Create an improvement culture in your organization.Develop a control plan to monitor the improvements and ensure continued and sustainable success.Steps must be taken to sustain the gains, prior to moving to the next improvement effort. Use Theory of Constraints to identify and eliminate potential bottlenecks in the solution.Strategize, plan, conduct, analyze, and interpret tests to evaluate the factors that control parameter values (Design of Experiment).Success often means getting it right the first time. ![]() In Improve, Black Belts identify, test and implement a solution to the problem. ![]() Determine if your measurements are introducing excess variability using Gage R & R.Perform correlation, regression, and hypothesis testing.Identify the most useful descriptive statistics for your problem.Black Belts use sophisticated data analysis to focus on the most likely factors. Key to any improvement is the identification, validation and selection of root causes for elimination. Evaluate the reliability and repeatability of your measurement system.Identify and analyze different data distributions.Use sampling effectively to reduce cost but retain critical characteristics. ![]() In the Measure phase, Black Belts objectively establish current baselines as the basis for improvement.
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