An AI agent can approve expenses automatically. Should we enable it?

Excessive automated decision authority

Separate drafting or checking an expense from authorizing it. Define the exact permitted actions, approval limits, human review points, and rollback process before granting tool access. Do not let model confidence replace financial authority or segregation of duties.

What to do now

  1. List actions the agent would perform
  2. Map each action to authorized decision rights
  3. Test limited permissions and review gates
  4. Enable only the approved bounded workflow
Recommended action flow for excessive automated decision authority: List actions the agent would perform then Map each action to authorized decision rights then Test limited permissions and review gates then Enable only the approved bounded workflow. Escalate when the agent can create an irreversible or unauthorized financial commitment.

When to escalate

Escalate when

The agent can create an irreversible or unauthorized financial commitment.

Who decides

The AI service owner and relevant authorized reviewer

Example

An assistant prepares an expense summary, but the authorized manager retains the approval decision.

Mistake to avoid

Giving an agent administrator access to avoid configuring permissions.

Prevent a repeat

Re-evaluate after changes to models, prompts, tools or source data; keep important decisions accountable to people.

Suggested ApprovedFlow setup

  • Tasks
  • Documents
  • Approvals

Track evaluation and review tasks, and keep approved evidence with the work; do not claim the platform provides an unverified AI agent or automated diagnosis. See the platform

Related cases

Practice references