What is an artificial intelligence evaluation platform?
Definition
An artificial intelligence evaluation platform connects production traces, review sets, annotations, golden datasets and automated judges. It allows teams to turn real use into repeatable quality checks rather than relying only on a one-time benchmark.
The platform should support domain experts as well as engineers. Accessible workflows, reusable application programming interfaces and transparent comparisons help each group contribute evidence and understand how a score was produced.
Acronyms and aliases
AI eval platform acronymAI evaluation platform acronym
Related terms
Frequently asked questions
What data does an artificial intelligence evaluation platform manage?
It can manage production samples, annotations, golden datasets, judge prompts, scores, traces and observations across model versions.
Why should an evaluation platform be shared across product teams?
A shared platform provides consistent primitives while allowing each domain to define the cases and quality decisions that matter for its product.
