Inory AI

Insights

From Pilot to Production

Practical guidance on from pilot to production, written for the people accountable for the result.

From Pilot to Production

Why AI is harder in a business that already works

The constraints an established business arrives with — the process, the systems, the exceptions nobody wrote down — are not obstacles between you and the AI. They are the specification for it.

September 18, 2026
5 min read
From Pilot to Production

Why most AI pilots never become operating capabilities

A pilot proves a model can do something. Production proves an organization can rely on it. The gap between the two is not technical, and it is where most programmes stop.

June 18, 2026
4 min read