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Finance and Accounting AI Primer

Finance / accounting · Module 7

When AI helps audit work and when it does not

For audit partners and finance teams deciding where assistance is appropriate.

AI can help audit work when it reduces search cost, prepares evidence for inspection, summarizes recurring patterns, or surfaces exceptions for human review.

It does not help when it hides uncertainty, weakens ownership, or produces outputs that cannot be traced back to source evidence.

The right boundary is assistance that sharpens professional judgment, not automation that obscures it.

When AI helps audit work and when it does not domain diagram
Draft for review: How to tell when AI reduces audit-work burden and when it creates review risk or false confidence.

When AI helps audit work and when it does not check

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Scaffold source: docs/runbooks/phase-2-finance-compliance.md#e020