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Lean Six Sigma, AI & Operational Excellence · Practice Tools
Excellence Practice Tools
Three focused tools for practitioners — whether you are working with DMAIC, eliminating waste, or deciding where AI fits in your professional growth. Use these to think more clearly, act more precisely, and make better decisions faster.
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Lean Six Sigma DMAIC Navigator
A phase-by-phase navigator for DMAIC projects. Find the right tools, questions, and deliverables for each stage — Define, Measure, Analyze, Improve, Control — without needing to flip through reference cards.
Useful for: Green Belts, Black Belts, project teams mid-project
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Dice Simulator
Why do so many process measurements come out normal when their inputs are of various kinds? Predict what the dice will do, roll a few thousand times, and find out for yourself. Interactive, no maths needed.
Useful for: Anyone meeting the Central Limit Theorem for the first time, trainers who want a live demonstration, and Belts revisiting why normality is an assumption rather than a fact.
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TIMWOODS Waste Identifier
Turn a process walk into structured evidence. Build a step-wise waste walk checklist, observe the actual process in real time, and capture waste by type, owner, location, and frequency so improvement priorities do not stay foggy.
Useful for: Lean teams, process owners, Green Belts, Black Belts, and managers who want to uncover real waste beyond documented SOPs.
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Distribution Lab
Twenty-one distributions, five mechanisms. Watch the process that makes each shape, draw by draw, and see why distributions that look unrelated are often the same machine. Start with the one you keep meeting in your data.
Useful for: Belts choosing the right distribution for a data set, reliability engineers working with life and failure data, and anyone building Monte Carlo models from expert estimates.
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Probability Distribution Selector
Answer a few questions about your data and find the distribution that fits it. Discrete or continuous, bounded or open-ended, counts or waiting times — each answer narrows the field until one model is left standing.
Useful for: Belts choosing a distribution before running a capability study, analysts building Monte Carlo inputs, and anyone who has ever picked Normal because it was the default.
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CAISA Awareness Hub
Four lenses. One clearer decision. Explore CAISA through personal fit, capability gaps, solution architecture, and real AI opportunity discovery. Start with the question that matters most to you.
Useful for: business and functional professionals evaluating AI upskilling, managers exploring AI leadership roles, and teams looking for practical AI solution pathways.
More tools coming
We are building additional practice tools across LSS and AI topics — root cause analysis, control planning, measurement system analysis, AI solution scoping, and more. These will be added here as they are released.
Explore our Lean Six Sigma programs
These tools support but do not replace structured training. If you are preparing for certification or building team capability, explore our LSS programs here.