Inory AI

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From Pilot to Production

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

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