Finding AI Gold With Lean Startup Techniques
Most AI efforts start with tools and demos. Better to use product discovery to aim AI at a real business constraint and test the riskiest assumption first.
Tag: theory-of-constraints
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AI Coding Made Code Review the Bottleneck
When AI coding raises the arrival rate of pull requests, telling reviewers to work faster is the wrong move. Fix reviewability and end-to-end flow instead.
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AI Made Engineering Faster. Why Not The Business?
AI coding can make engineering dramatically faster. The business does not follow automatically: the constraint moves to deciding what is worth building.
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Why Your AI Effort Has Activity But Not Impact
Plenty of pilots, training, tools, and output but not enough business traction? The problem may not be AI. AI may be improving the wrong part of the system.
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Spraying GenAI Everywhere? Try This First
Scattering AI initiatives without finding your bottleneck wastes effort. A Theory of Constraints lens helps you aim GenAI at the right problem first.