🔒 Paid

Fraud Control Degradation During Payment Surge

A legitimate peak traffic event is driving checkout volume sharply higher at the same time the External Risk Provider has begun returning elevated latency and intermittent failures — two concurrent, separately-caused conditions, not one. The Ledger remains fully healthy throughout, which must not be read as 'everything is fine': a healthy ledger write rate says nothing about whether what got written was adequately screened for fraud. Four business invariants govern every decision here: (1) checkout availability during a legitimate peak event is valuable, but never at the cost of disabling mandatory fraud controls entirely; (2) high-risk transaction categories — above an authored value/velocity threshold — must never bypass fraud review, regardless of throughput pressure; (3) lower-risk transactions may use a bounded, authored fallback risk-check mode during provider degradation; (4) a transaction that bypassed mandatory fraud review must be recorded as a real, non-resetting risk exposure, never silently cleared once the provider recovers. The security invariant at the center of this incident: mandatory fraud review for high-risk transactions may never be bypassed to relieve checkout latency or throughput pressure, however severe. Broadly bypassing fraud review for every transaction — or defaulting every External Risk Provider timeout to an automatic approval — is this incident's central trap: it makes checkout success rate and latency dashboards look dramatically better while directly violating invariant (2), and it creates a permanent, non-resetting historical count of fraud-review bypasses on transactions that should have been reviewed, a count that restoring policy afterward does not erase. Decide how to keep low-risk traffic moving without weakening protection for high-risk transactions, how to relieve External Risk Provider load and manual-review-queue backlog without eroding mandatory review coverage, and how much elapsed recovery time the provider and the review queue each genuinely need before handing the incident back.

Difficulty
Principal
Expected Time
~22 min
Category
Security & Identity

Skills

  • Distinguishing a healthy decoy signal from the real failure domain
  • Choosing a risk-tiered degraded policy instead of a binary bypass/block-everything choice
  • Recognizing that an availability-improving fraud-control bypass creates permanent risk exposure
  • Separating manual-review-queue relief from external-provider recovery

System Architecture

  • Checkout
  • Payment API
  • Fraud Service
  • Rules Engine
  • External Risk Provider
  • Ledger

This is a Pro scenario. Upgrade to Pro to unlock it.

Upgrade to ProBack to Incidents