AI Necessity Test
Find out if the job really needs AI, or just a better way of working.
Free tools · The Lean AI method
Seven tools from Lean AI. A clearer next move.
Each one is a chapter of the book you can actually use. Open it, work through a real problem, and keep what comes out.
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Find your starting pointFrom a question to a next step
Lean AI / Chapters 03–09Start where you are. Use one tool or follow the whole method.
YOUR WORK, YOUR COPY
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01
Understand the work
Find the real problem before you choose the technology.
Gemba Conversation Guide
The questions to take to the floor, to find where time really goes.
Value Stream Mapping
Draw how the work flows, start to end, and see where AI would help.
02
Prove the opportunity
Plan a small test. Build a case with numbers people can trust.
Pilot Planning Canvas
Plan a first small test, with a clear job, real numbers and a date.
Stakeholder Pitch Builder
Build the case for AI in words the people with the money will back.
03
Keep getting better
Choose what matters next, and learn from the work already done.
Three Question Filter
Three questions that tell you which AI job to do first.
Monthly Retrospective
Look at what worked, what did not, and what to change next month.
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