Why AI pilots fail: 95% deliver nothing — and where the returns actually are
Why AI pilots fail is now well documented. Where the returns actually sit, and how to pick a first project that proves itself inside one quarter.
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Notes from building Harness
How Harness works, what we're learning, and what we get wrong along the way.
Shadow AI risk: the tool your team already uses where you cannot see it
Shadow AI risk explained: why banning AI tools hides the problem instead of shrinking it, and the two questions that define your real exposure.
Time spent checking AI output: the saving that verification eats
Time spent checking AI output cancels 40% of the saving. What finished work has to mean, and how to make verification cheap instead of endless.
The AI audit trail that survives the question "what happened here?"
What an AI audit trail must record to answer questions six months later, why readable beats complete, and how it turns review into spot-checking.