Review Proof of Concept

A proof of concept is a bounded experiment used to test whether an idea is feasible enough to justify further work, without claiming production readiness or validated value at scale.

A POC answers a narrow question with limited time, data, users, and controls. It is designed to learn, expose assumptions, and identify what must be tested next.

Clear POC boundaries prevent a promising demonstration from being mistaken for a secure, reliable, maintainable, or economically sound production system.

A team tests whether an assistant can extract fields from twenty sanitized sample documents before deciding whether to pilot the workflow with real users.

A successful POC does not prove business value, integration readiness, compliance, reliability, or safe operation in production.

A POC proves one question is worth the next question.

* [[ai-candidate|AI Candidate]] * [[scenario|Scenario]] * [[verification|Verification]] * [[assumed-isolation|Assumed Isolation]] * [[state-transition-protocol|State Transition Protocol]]

* [Digital.gov, Prototyping](https://digital.gov/guides/research-collaboration/designing/prototyping) — official guidance on bounded prototypes used to explore feasibility and learn before full implementation. * [U.S. Government Accountability Office, Matter of: Oracle America, Inc.](https://www.gao.gov/products/b-417011) — federal decision distinguishing a prototype or proof-of-concept effort from a production acquisition.

* Preserve experimental boundaries with [[assumed-isolation|Assumed Isolation]] and explicit [[verification|Verification]].