fraud agent exhausted kount ris daily quota before review queue cleared

TL;DR

RIS quota is a daily budget, and an agent that re-inquires on every look, retry, and status check spends it like it is infinite until Kount cuts it off mid queue. Count inquiries per case in your logs first; most waste is repeat inquiries on the same order within hours. Budget the quota: reserve a share for new high value orders, cache inquiry results for a case for a defined window, and as usage nears the cap, switch low priority reviews to deferred inquiry instead of failing them. Then talk to Kount about the cap with usage data in hand.

fraud agent exhausted kount ris daily quota before review queue cleared

Use this when

• RIS returns quota errors before the review queue is worked.
• Logs show multiple inquiries for the same order in one day.
• Quota dies at a predictable hour each day.

Not for this skill when

• One runaway agent loop generated thousands of inquiries. Fix the loop; budgeting will not save you.
• Quota is exhausted by genuine order volume growth. That is a contract conversation, supported by the same usage data.

Steps

1. Measure spend: count RIS inquiries per order and per agent action for the last week and find the repeat rate. Verify: you know what share of quota goes to duplicate inquiries.
2. Cache inquiry results on the case for a set window, for example the review session or 12 hours, and reuse the stored score, decision, and device data instead of re-inquiring. Verify: a repeat look at a case inside the window makes no new RIS call in logs.
3. Remove inquiry calls from pure status checks and retries: a retry of a failed downstream step must reuse the original inquiry result. Verify: a staged downstream failure completes with zero extra inquiries.
4. Implement a quota budget with thresholds: at a high watermark, low priority cases defer their inquiry and high value cases keep priority, with the mode visible in the queue. Verify: a simulated near cap day shows low priority cases deferred, not failed.
5. Take the cleaned usage report to your Kount account team to size the quota to real, deduplicated demand. Verify: the quota discussion uses deduplicated numbers, not inflated ones.

Variant phrasings

kount ris quota exhausted before queue done

Quota phrasing.

agent wasting kount inquiries duplicates

Waste phrasing.

ris daily limit hit mid review

Mid review phrasing.

Compatibility: Kount RIS classic and Kount 360 inquiry models, with any agent review queue. Caching windows must respect how fast your risk picture changes; device and velocity data age faster than identity data.

Why it happens

Human reviewers inquire once and remember the answer. Agents inquire whenever their workflow reaches the inquiry step, including on every retry, reopen, and enrichment pass, because the result was never stored where the next run looks. Quota systems count calls, not intentions, so amnesia spends exactly like volume.

Edge cases / pitfalls

• Do not cache across materially changed orders, for example a basket or address change after the first inquiry. Re-inquire when the order changes.
• Deferred inquiry cases need an SLA and an owner, or deferral becomes a shadow decline queue.
• Keep a small emergency reserve unspent for manual high risk escalations late in the day.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_8tfjgVw-1LCil5iY2Mx2OQ