An episodic series on strategy, architecture, and leadership for the executives building AI and multi-agent systems. New essays ship one at a time.
Enterprise software has recorded what changed for fifty years. It has never recorded why. That asymmetry is ending — and the CTOs who understand it first will build the one competitive asset AI cannot commoditize.
Why being present at the moment a decision becomes binding — the approval, the override, the exception — is an architectural commitment no analytics layer can retrofit.
What an agent knows and what the system has decided are distinct concerns. Conflate them and you build architectural debt that becomes expensive to unwind.
Access controls on retrieval are table stakes. Stopping reasoning from leaking across client and competitive boundaries is the harder problem — and the one that compounds trust.
Thirty years of turning legendary thinkers' methodologies into software that ships outcomes — from Regis McKenna's competitive method to autonomous research swarms.