Find The Business Problem Before The AI Agent
AI work pays off when it starts from a real business constraint, not a tool wishlist. Run a small test and check the problem is worth solving.
Tag: ai-roi
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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.
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Clemens Adolphs on Getting AI Investments Right
AI initiatives die in the proof-of-concept stage when run as fixed-scope projects. Clemens Adolphs and I unpack why AI work needs real product discovery.
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From FOMO to JOMO
Adopting AI, Agile, or OKRs out of FOMO usually ends in JOMO. Five questions that tie any initiative to your most expensive problems first.
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Navigating The GenAI Storm
GenAI is a classic VUCA challenge — high uncertainty, fast-moving, multi-disciplinary. How to steer AI investments without drowning in the hype.