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Bringing AI in at Navan

Trace policy failures while finance needs answers

You’re the software engineer. Your team is in the room. Printed Oct 17, 2026.

Policy decisions need a traceable cause before a financial-system fix can be trusted.

Faster investigation protects administrator confidence, while verified evidence protects auditability and permissions.

Who you’d be doing this for

“I’ve had three people ask why the same charge was flagged, and I still can’t point to one answer.”

Esperanza Herrera · Expense Administrator

Manages policy exceptions and expense records for a corporate expense program.

What is at stake

Repeated policy exceptions are reaching administrators without a clear cause, delaying reconciliation. You must weigh faster investigation against evidence that engineers can verify before changing financial flows.

Why it isn’t already fixed

Every obvious fix costs something else. That’s the part you’d have to decide.

  • faster diagnosis vs verified financial evidence
  • broad investigation context vs sensitive-data boundaries
  • automated ranking vs engineer judgment
  • reusable workflow vs narrow first deployment

Why Navan

Navan Expense policy decisions sit between corporate-card spend, receipt data, and accounting integrations, so unexplained exceptions slow the reconciliation customers depend on.

Written with these in mind

evidence-driven builderembedded systems translatorresponsible AI deployment engineer

Not your kind of problem? 54 more at Navan, or browse every organization.

This is the setup. The work is inside.

Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.