How Far Along Is Your Project-to-Product Shift?
An AI coaching prompt from my "Product Orientation Through LPM" talk: pressure-test one real initiative, find the real gap, and get one experiment to run.
Tag: product-operating-model
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How to Simplify Your Scaling Model as AI Makes Teams Faster
The flattening pitch assumes your teams can deliver an outcome alone. Most cannot. Agents make them faster, not necessarily independent. Here is how agents CAN help you accelerate the descaling process
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AI Made Engineering Faster. Why Didn't Value Follow?
You can 10x engineering and still not 10x the business. AI creates speed, not automatic value, and if engineering was not the constraint, that speed just moves the congestion somewhere else.
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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.
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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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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.