A new framework for designing Ai organizations around capability, context, and clear decision movement.
Companies are spending heavily on Ai, then jamming it into the same old bureaucracy.
Why would one imprison an LLM/Ai inside a spreadsheet?
That is the trap.
The first wave of enterprise Ai is already taking a familiar shape: sales agents, marketing agents, finance agents, legal agents, HR agents, manager agents.
They are creating Ai in their own image: failure






