# What is Pilot Program?

Also called pilot, limited rollout.

A pilot program is a deliberately narrow first deployment of an AI agent, limited to one process, one team, or one customer segment, run for a fixed period with defined success criteria. Its purpose is to produce evidence about real behavior under real conditions before wider commitment. A pilot that cannot fail is not a pilot.

Good pilots are bounded on three axes. Scope names exactly which work the agent handles and which it does not. Duration sets an end date at which a decision is made. Criteria state in advance what result would count as success, ideally as a number rather than an impression, so that the review is not a negotiation about interpretation.

The single most common failure is the pilot with no exit. Without a decision date it drifts indefinitely, consuming attention while never graduating to production or being stopped. The second most common is criteria written after results are in, which reliably produces a favorable reading of whatever happened.

Process choice matters more than tool choice. The best pilot candidates are high volume, low variation, low blast radius, and already measured, because they generate enough data quickly and a mistake is cheap to correct. Choosing the most painful process is a natural instinct and usually the wrong one, since pain often correlates with complexity.

A pilot is distinct from a proof of concept. A proof of concept tests whether something is technically possible, often in a sandbox with synthetic data. A pilot tests whether it works in the organization, with its actual data, its actual exceptions, and its actual people. Passing the former says little about the latter.

## Key points

- Bounded by scope, duration, and pre-written success criteria
- Must be able to fail and be stopped
- Best candidates are high volume and low blast radius
- Distinct from a technical proof of concept
- Criteria written afterward invalidate the result

## In practice

An agency pilots an agent that researches and drafts inbound lead replies, limited to leads arriving through the website contact form, for six weeks. Success is defined in advance as a median first reply under thirty minutes with fewer than one in twenty drafts needing a rewrite. At week six the numbers are reviewed and the scope either widens to all channels or the pilot stops.

## Related terms

- [AI Adoption](/en/glossary/ai-adoption)
- [Time To Value](/en/glossary/time-to-value)
- [Shadow Mode](/en/glossary/shadow-mode)
- [Change Management](/en/glossary/change-management)
- [Task Inventory](/en/glossary/task-inventory)

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