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Ship Log / Compliance

Automated Policy Holds and Spending Limits

Guardrails that run themselves, instead of rules people are asked to remember

Problem

  • Program rules — budgets, eligibility, monthly limits — lived in documents and in people's heads, then got enforced by whoever happened to notice.

  • Enforcement after the fact means the money is already gone; the only remaining lever is an awkward conversation.

  • Per-category exception rules are impractical to maintain: every new case adds another thing for staff to remember.

  • As the program grew, the compliance exposure grew with it — and the enforcement stayed manual.

Solution

  • Rules systematized into automated controls: budget shut-offs, sign-up and beta caps, eligibility checks that run at the moment of the request.

  • Account holds applied automatically when a policy condition is met, and released the same way.

  • Compliance checks placed in the integration layer rather than the interface, so every entry point inherits them.

  • Fewer, simpler rules by design — a policy that's cheap to enforce beats one that's precise on paper.

Result

  • Flagged reservations fell about 82% — roughly 152 a month down to 28.

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Automated Policy Holds and Spending Limits · Arc Theory