UNITE Glossary · Auditable & Trustworthy AI

AI Traceability

AI traceability is the ability to follow any AI-generated output back through the exact inputs, sources, and processing steps that produced it, creating an unbroken chain from the final result to the evidence and logic that stand behind it.

Traceability is a chain of custody for reasoning. Each claim points to where it came from. Each step points to the step before it.

This matters most when outputs feed decisions. A traceable system lets a reviewer check a single line, find its source, and confirm or correct it. An untraceable one forces a choice between blind trust and starting over.

Traceability also compounds over time. When work is traceable, it can be reused, defended, and improved rather than regenerated from scratch.

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