Research
Research
What we learn running companies with AI agents, written down as we go.
Artificial Intelligence Claude blocks most security work by default: what your team can still run
Claude's generally available models block most cyber work on purpose. What still runs without an application, and the three tiers that unblock the rest.
07.10.2026 · 9 min read
Artificial Intelligence What changes when AI agents run the company, not just the chatbot
You have seen AI answer tickets. An agent that runs work needs three things a chatbot never did: a budget, a permission list and a record of every run.
06.10.2026 · 10 min read
Research Which industries go zero-FTE first? Eight of 1,012 can run that way today
Every one of the 1,012 American industries, plus 42 digital business models the classification does not separate, scored on whether one approving owner, AI agents and bought-in services are enough to run the firm. Eight pass today, 67 are one factor short, 704 are blocked by their own physical work. The most AI-exposed workforces are not in the first wave: offices of lawyers rank 196th of 313 lines. The framework, the ranking, the matrix and a full round of challenge ship with it.
05.10.2026 · 15 min read