AI pilot
A time-boxed, scope-limited deployment of an AI agent against a real workflow to measure quality, cost, and adoption before broader rollout. The standard 2026 enterprise procurement pattern.
An AI pilot is the bridge between "this demoed well" and "we are buying enterprise-wide." Typical shape: 4–12 weeks, 1–3 use cases, 10–100 end users, with success metrics agreed upfront (deflection rate, time saved, quality score, etc.) and a defined go/no-go review at the end.
Vendors who win pilots in 2026 build the success criteria with the buyer, instrument the workflow heavily, and provide weekly outcome reports — not weekly usage reports. Volume is vanity; outcomes are the metric procurement actually cares about.
The hardest part of a pilot is exiting it cleanly. Half of enterprise pilots succeed on the metrics but stall in the procurement step that follows. Plan the post-pilot procurement path from day one.
Where this shows up
Frequently asked
What is a reasonable AI pilot length?+
4–12 weeks. Shorter than 4 weeks and you don't see real adoption patterns. Longer than 12 weeks and the pilot starts feeling like a permanent state and the procurement urgency fades.
How do I avoid pilot purgatory?+
Define the go/no-go criteria and the post-pilot procurement path on day one. Get the procurement contact in the pilot kickoff. Half of failed pilots fail at the post-pilot handoff, not the technology.