Glossary · Definition
Proof of concept (PoC)
A proof of concept is a small, time-boxed build that tests whether a risky idea works — on real data, against criteria agreed in advance.
By Nythrex EngineeringUpdated 1 min read
In plain words
A PoC answers one question: can this work, well enough, at acceptable cost? It isn’t a mini-product. It should end with numbers and a clear go / no-go, not with a demo that everyone interprets differently.
When it matters to you
- AI projects with uncertain accuracy
- Unproven integrations or technologies
- Before committing a full budget
Common pitfalls
- No pass criteria defined up front
- Clean sample data instead of real data
- Treating the PoC as the product
Keep reading
ServiceAI proof of conceptA time-boxed AI proof of concept on your real data: test set, thin end-to-end slice and a go / no-go backed by accuracy, latency and cost numbers.GuideWhy AI pilots die before productionAI pilots stall on data, unclear value, cost and trust — rarely on the model. Seven failure patterns and the fixes that get AI into daily use.GlossaryMVP (minimum viable product)An MVP is the smallest version of a product that real users can use to solve a real problem, built to learn whether the product should exist.
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