COMPEL Glossary / pilot-program
Pilot Program
A pilot program is a controlled, limited-scope initial deployment of an AI solution in a real operational environment, designed to test feasibility, measure actual impact, identify integration challenges, gather user feedback, and validate the business case before committing to full-scale enterprise implementation.
What this means in practice
Pilots are smaller in scope, duration, and risk than full deployments, typically involving a single business unit, specific use case, or limited user group. For organizations, well-designed pilots provide the evidence needed to make informed scale-up decisions, while poorly designed pilots either prove nothing useful or create false confidence. In COMPEL, pilot design and management are part of the Produce stage execution, with pilot outcomes feeding directly into the Evaluate stage measurements covered in Module 2.5.
Why it matters
Well-designed pilots provide the evidence needed to make informed scale-up decisions, while poorly designed pilots either prove nothing useful or create false confidence. Pilots bridge the gap between theoretical feasibility and real operational value by testing in actual business environments. For organizations, the quality of pilot design directly determines whether they can confidently invest in full-scale deployment.
How COMPEL uses it
Pilot design and management are part of the Produce stage execution, with outcomes feeding directly into Evaluate stage measurements (Module 2.5). During the Model stage, pilot scope, success criteria, and production pathway are defined before development begins. The Process pillar ensures pilots include governance compliance verification alongside technical performance validation.
Related Terms
Other glossary terms mentioned in this entry's definition and context.