Recent Essays
We've Solved for Insight. The Winners Solve For Action.
Most organizations don't have an AI problem — they have an Intelligence Substrate problem. The architectural foundation AI needs to turn insight into action: identity, memory, reasoning, and action.
You Didn't Deploy AI. You Deployed More Work.
Most AI failures aren't technology problems — they're leadership design problems. The case for redesigning the operating model around AI: the AI Overload Loop, Work System Debt, and what it really takes to turn insight into action.
We Stored Everything and Learned Nothing
Knowledge management has failed for 30 years because we mistook storage for intelligence. AI changes the architecture — from retrieval to inference, from documenting what we know to reasoning across what we observe. The case for AI for Learning, not just AI for Doing.