SIGN0019 — Agenticality Signals

Your AI pilot disappointed you. The reason isn't the model.

The "95% of enterprise AI pilots produce zero return" number is real. So is the 5% that work. The split isn't capability — it's what got rewired around the capability. The losing pilots strapped an agent onto a workflow built for a pre-AI world: same approvals, same handoffs, same review queue, same Friday standup. The agent ran fast inside a process designed to absorb slow humans. Result: same throughput, plus a subscription.

This is the bolt-on tax. You pay for the capability, then you pay again for the friction the old process imposes on it.

Sit with Marcus, ops manager at a 40-person freight forwarder in Botany. He didn't buy a "logistics copilot." He cut three handoffs out of customs clearance, put the agent on the consolidated trace, and let one human approve. Same model the other twenty-three forwarders on his street are running. Three times the throughput, half the headcount allocated to it.

The companies posting real AI wins aren't the ones who bought the most seats. They're the ones who redrew who hands what to whom — until the agent and one judgment-holder could finish the job between them.

Adding AI to your company isn't a strategy. Rebuilding your company around it is.

Tomorrow: what the 5% rewired first.

— Agenticality