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Launch AI in accounting without losing control

An 8-step checklist from Rippling's Chief Accounting Officer for launching AI in accounting without losing control over accuracy, explainability, or audit evidence.

Checklist Launch AI in accounting without losing control cover

Finance teams are moving fast on AI — but speed without control is how accounting teams lose the thing that makes their numbers trustworthy: the ability to explain them.

This 8-step checklist covers how to:

  • Pick the right use case

  • Classify the complexity

  • Assess the risk upfront

  • Match controls to the risk

  • Bring auditors in early

  • Test before production

  • Preserve the audit trail

  • Run the final readiness check

Start small, assess risk early, and make every AI output provable — that's how finance teams move faster without losing the rigor their function depends on.

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