Spend Control for Claims Processing Agents
Claims agents review documents, run fraud checks, and route payouts — each with paid data and inference per claim.
Where claims agents spend
Document review inference per page.
Fraud-check databases per claim.
Payout routing on payment rails.
Notification APIs per touch.
The failure modes
A review re-run after a prompt change multiplies inference.
Unknown vendors bypass procurement.
Payout automation without a per-claim cap.
Which rules to start with
Per-claim ceiling.
Merchant allowlist for data vendors.
Approval threshold for payouts.
Spend map
| Claims spend | Control |
|---|---|
| Document review | Per-claim ceiling |
| Fraud checks | Category budget |
| Payouts | Approval threshold |
| Notifications | Merchant allowlist |
FAQ
Can I cap per claim?
Yes — per-agent rules per claim type.
Does it slow claims?
No — ~5 ms per check.
Related
Stop the next $12,400 night.
One API call (or MCP tool) in front of every agent transaction — APPROVED, BLOCKED, or FLAGGED, deterministic, ~5 ms, fully logged.
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