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: for-technology-leaders
-
-
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.
-
What Happens to Your Scaled Agile Ways of Working When You Adopt an Agentic SDLC?
Your scaling mechanisms were a choice: coordination overhead that was worth it at the time. AI has not changed the physics of coordination. But it is like going to a planet with different gravity, so you need to adjust how you walk.
-
Zoetis CTO on AI Operating-Model Change
Most AI efforts are still stuck in personal productivity. Zoetis CTO Kumar Venugopal on what it takes for AI to change the process itself.
-
AI and the Operating System Mismatch: Dave West
A conversation with Dave West at Scrum.org about the 95% AI failure rate and why organizations need a different management operating system for AI work.
-
AI Isn’t Failing: Our Operating Systems Are
95% of AI projects fail: not because the models are wrong, but because organizations run high-uncertainty AI work in project mode.