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Evaluation Pipeline

Reviewed 19 July 2026Canonical definitionPart of: Agent Evaluation Terms →

An evaluation pipeline is an automated workflow that benchmarks agent quality, accuracy, safety, and policy compliance before and after deployment. It replaces manual spot-checking with repeatable, data-driven assessment.

§01 / QUESTIONSterm: Evaluation Pipeline
Questions

Common questions.

What is Evaluation Pipeline?

An evaluation pipeline is an automated workflow that benchmarks agent quality, accuracy, safety, and policy compliance before and after deployment.

How does Evaluation Pipeline work?

It replaces manual spot-checking with repeatable, data-driven assessment.

Which terms are related to Evaluation Pipeline?

Closely related concepts include Continuous Integration Agent, Evaluation Harness (Agent), Ground Truth Evaluation, Quality Gate (AI). Each is defined in the Prefactor glossary.

§02 / RELATEDnext: where this fits

See how every agent performs, and make it better

Prefactor helps teams observe, evaluate, and improve their AI agents in production, across every framework and provider.