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Glossary

AI Audit Trail

A complete, immutable record of every decision made about AI-generated content — including who reviewed it, when, which rubric applied, the verdict, rationale, and any corrections.

What It Means

Key Insight

An immutable audit trail turns 'we review our AI output' from a claim into a provable fact. Every decision, every reviewer, every timestamp — the receipts.

An immutable audit trail is the complete, unalterable record of everything that happens to an AI-generated message in the AI QA & Evaluation Platform. For every message, it captures: the original AI output, which rubric version was applied, who reviewed it, when they reviewed it, what verdict they gave (safe_to_deploy, needs_fix, or blocked), what corrections were made, the rationale for the decision, and any evidence citations. The 'immutable' part is critical — once a record is logged, nobody can change it. Not the reviewer, not an admin, not Bookbag. And records are tenant-isolated, meaning one organization's audit data is never accessible to another. This isn't just good practice. For regulated industries, it's the difference between passing and failing a compliance examination.

Why It Matters

When a regulator asks 'how do you supervise your AI-generated communications?' — there are two answers. The bad one: 'We have a process.' The good one: 'Here's the record of every decision, who made it, what standard applied, and when.' The immutable audit trail is the second answer. It turns compliance from a narrative into evidence. Enterprise procurement teams, regulators, and legal counsel increasingly require this level of documentation. Without it, your 'human oversight' claim is unverifiable.

How Bookbag Helps

Automatic record generation

Every verdict creates an audit record automatically. No extra documentation work. The trail is a byproduct of the review workflow.

True immutability

Once logged, records cannot be altered by anyone — reviewers, admins, or Bookbag itself. The integrity of the supervision record is absolute.

Full provenance chain

Each record captures the complete decision chain: who reviewed, what standard applied, what verdict was given, what corrections were made, and why. The complete evidence trail.

Frequently Asked Questions

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