The Outlier Lab

Fraud Incident Response

How to run a fraud attack war room: declaration criteria, severity levels, roles, the first-hour checklist, containment levers, communications, regulatory clocks and blameless post-mortems.

Core components

When to declare a fraud incident

Declare when any of these is true. Keep the threshold low, because downgrading is cheap.

  • Fraud loss or exposure is accumulating faster than normal controls are absorbing it
  • A new or unexplained pattern is hitting a money path at volume
  • A logic flaw, promo misconfiguration or pricing error is being exploited, or is being discussed publicly
  • A credential-stuffing or bot wave is hitting login, sign-up or payment endpoints (see Credential Stuffing, Card Testing)
  • A coordinated ATO wave, SIM-swap cluster or recovery-abuse spike (see Account Takeover (ATO))
  • An insider or vendor-staff compromise is suspected (see Insider Fraud)
  • A partner (network, bank, processor, retailer) notifies you of an attack or compromise
  • Controls are failing: a rules engine outage, a scoring timeout defaulting to approve, a vendor signal outage

Severity levels (illustrative, calibrate to your scale)

LevelCriteriaExamplesResponse
SEV-1: CriticalUncontained loss well beyond normal daily loss; or customer funds at broad risk; or public/viral exploitation; or regulatory, partner or press exposure likelyViral promo or funding logic exploit; mass ATO with withdrawals; decisioning outage defaulting to approveWar room within 15–30 min; exec notified; 24/7 until contained; updates every 1–2 hours
SEV-2: HighSignificant loss or exposure, contained or containable within hours; limited segmentRing cashing out referral rewards; card testing on a funding endpoint; ATO cluster at one payout methodIncident commander assigned within 1 hour; business-hours plus on-call; updates every 4 hours
SEV-3: ModerateElevated, localized activity; normal controls mostly workingA new receipt manipulation pattern at one retailer; elevated mule inboundOwned by strategy on-call; daily updates
SEV-4: Low / watchAnomaly under investigation; no confirmed lossUnexplained sentinel spikeLogged; reviewed at the next strategy stand-up

Severity should reflect exposure, meaning what could leave if nothing changes. Confirmed loss lags badly during an attack.

How to build it

Roles

RoleResponsibilitiesTypical holder
Incident commander (IC)Owns the incident; sets priorities; makes containment calls within delegated authority; declares severity changes and closure. Does not do hands-on analysis.Senior fraud strategist or fraud manager on the IC rotation
Fraud analysis leadSizes the attack, finds the signature, proposes containment logic, monitors effectStrategy analyst / data scientist
Ops leadQueue surges, manual actions (holds, freezes), analyst briefings, SOP deviationsFraud ops manager
Engineering leadDeploys blocks, kill switches and config changes; investigates logic bugs; preserves logsOn-call engineer from the owning product, plus a risk engineer
Communications leadInternal updates; coordinates customer messaging, support macros, and external or press statements with comms and legalFraud program manager plus corporate comms
Support liaisonBriefs support; collects customer contacts; adjusts verification during the incidentSupport operations lead
Compliance / legal liaisonRegulatory clocks, SAR considerations, Reg E obligations, law enforcement contact, partner notifications, evidence preservationCompliance / BSA, legal counsel
ScribeTimeline, decisions, actions, owners. The source for the post-mortem.Anyone not otherwise assigned
Exec sponsor (SEV-1)Air cover, cross-org resourcing, risk acceptance for drastic actions (e.g., pausing a product)Head of fraud or business GM

Lifecycle

Diagram: Detect, Declare + assign IC, Triage: size, scope, severity, Contain: stop the bleeding, Eradicate: close the hole, Recover: claw back, restore, remediate customers, Post-mortem + actions, Improve controls, playbooks, launch criteria

First-hour checklist (SEV-1/2)

  • Declare. Open the incident channel and doc; name the IC and scribe; set the initial severity
  • Scope. Which money path, rail, product, segment and time window? What is exposure right now?
  • Signature. What do the bad transactions or accounts have in common? (Keep it simple for the first cut.)
  • Contain. Apply the smallest effective lever from the menu below. Prefer reversible actions.
  • Protect money-out first. If you can only do one thing, slow or stop the exit path: withdrawals, payouts, redemptions, transfers.
  • Preserve evidence. Snapshot logs, configs and affected-account lists before they rotate or get changed
  • Brief support. Holding macro; what to say; what not to do (e.g., don't manually release holds)
  • Notify. Exec sponsor (SEV-1), compliance/legal liaison, affected product owner
  • Set the update cadence and post the first status update

Containment lever menu

Build these levers before you need them, so that during an incident you're only choosing among them.

LeverScope optionsReversibilityCustomer impact
Kill switch on a promo, offer or featureGlobal, by segment, by offer IDHighHigh for the affected feature
Payout / withdrawal holdsNew destinations, new accounts, by rail, above an amountHighModerate; funds delayed
Lower velocity and exposure limitsBy tenure, segment or rail (see Velocity and Exposure Limits)HighLow to moderate
Forced step-upOn login, account change, or transaction (see Risk-Based Authentication and Step-Up)HighLow to moderate
Emergency rulesNarrow attack signature; time-boxed (see Fraud Strategy Lifecycle)HighVaries
Rate limiting / bot challengesEndpoint-level (see Rate Limiting and Throttling, Bot Management and CAPTCHA)HighLow for most users
Funds availability changesExtend holds on new deposits (see Funds Availability Holds)HighModerate
Deny-list entriesDevices, instruments, payees, identifiers (see Negative Lists and Deny Lists)MediumLow if precise
Account restrictionsFreeze money movement on implicated accountsMediumHigh for those accounts
Product pauseDisable sign-up, funding method or payout methodHigh, but costlyVery high

Communications

AudienceWhenContentOwner
Incident channelContinuousFacts, decisions, actionsScribe / IC
Stakeholder updatePer severity cadenceStatus, exposure, containment, next steps, asksIC / comms lead
ExecutivesSEV-1 at declaration, then per cadenceBusiness impact, risk decisions neededExec sponsor
SupportAt declaration, and whenever guidance changesMacros, verification changes, escalation pathSupport liaison
Affected customersAfter containment, coordinated with legalWhat happened, what we're doing, what they should doComms lead + legal
Partners (networks, banks, retailers)Per contract and network rulesFacts relevant to themCompliance/legal liaison
Regulators / law enforcementPer obligationVia compliance/legalCompliance/legal liaison

Status update template: Severity · start time · current state (investigating / contained / monitoring / resolved) · what we know · exposure estimate and confidence · actions taken · next actions and owners · asks · next update time.

Regulatory and contractual clocks to check

The compliance/legal liaison owns these. Fraud teams should know they exist:

  • SAR filing: for banks, generally within 30 calendar days of initial detection of facts that may warrant a SAR, extendable to 60 days if no suspect is identified. Urgent situations need immediate law-enforcement notification by phone. See BSA-AML and SAR Filing.
  • Reg E error resolution: consumer claims of unauthorized EFTs start investigation clocks: generally 10 business days, or up to 45 calendar days if provisional credit is given (90 days in specific cases, such as POS debit or new-account transfers). An ATO incident can generate a surge of claims. Staff for it. See Regulation E and Unauthorized Transfers.
  • Network and Nacha obligations: dispute handling, monitoring program thresholds, return rate thresholds. See Card Network Dispute Rules, Nacha Rules and ACH Risk.
  • Data breach notification: if the incident involves compromised customer data, state breach laws and sector rules may apply. Coordinate with security and legal.
  • Broker-dealer obligations: where relevant, such as trusted contact and senior investor holds. See Broker-Dealer Obligations (FINRA and SEC).
  • Partner contracts: BaaS sponsor banks, processors and retail partners often have contractual notification windows.

Recovery

  • Clawback and reversal: reverse rewards, cancel unsettled payouts, recall payments where rails allow (see Reward Vesting and Clawback)
  • Account remediation: restore ATO victims' accounts and funds; reset credentials; review linked changes
  • Good-customer cleanup: lift blanket holds and restrictions that caught legitimate customers; apologize; consider goodwill
  • Mule and ring follow-up: hand off to investigations (see Playbook - Fraud Ring Investigation Members, Playbook - Money Mule Detection Members)
  • Emergency rule backfill: run emergency rules through the normal lifecycle or let them expire

Artifacts and templates

Incident doc outline

  1. Header: ID, severity, IC, start time, status
  2. Summary (kept current)
  3. Timeline (scribe)
  4. Scope and exposure: money path, rail, segment, accounts, dollars at risk and lost
  5. Attack signature (conceptual; detailed indicators in the restricted appendix)
  6. Containment actions: what, when, who, reversibility, expiry
  7. Customer impact, good and bad
  8. Communications log
  9. Regulatory/legal considerations (restricted)
  10. Open questions and next steps

Post-mortem template (blameless)

  1. Summary. What happened in 3–5 sentences
  2. Impact. Gross loss, recoveries, net loss, customers affected, friction imposed, ops hours
  3. Timeline. Key timestamps: first bad event, first signal, detection, declaration, containment, resolution
  4. Detection analysis. When could we have known? Which signals were present but unalerted?
  5. Root causes. Contributing factors across product design, controls, data, process and people. Use "how did the system allow this" framing, not "who made the mistake."
  6. What went well
  7. What went poorly
  8. Action items. Each with owner, due date and type: prevent / detect / respond / launch criteria / training
  9. Lessons for other money paths. Where else could this happen?

Readiness checklist

  • IC rotation staffed 24/7 with documented authority
  • Containment levers exist, are tested, and are documented with how to use them
  • Kill switches exist for every live promo and every money-out path
  • Real-time loss and exposure dashboards per money path
  • Alerting on sentinel metrics, routed to on-call
  • Support holding macros pre-drafted for common incident types
  • Contact list: engineering on-call per product, comms, legal, compliance, partner contacts
  • Tabletop exercise in the last 6 months (see below)
  • Post-mortem actions tracked to closure

Tabletop scenarios (pick one per quarter)

  • A promo misconfiguration goes viral on a Friday evening
  • Credential-stuffing success leads to payout-destination changes and instant withdrawals
  • The scoring service times out and the fallback is "approve"
  • An outsourced support agent is found processing fraudulent contact changes
  • A partner bank notifies you of an unusual ACH return spike on accounts you funded
  • A deepfake voice call to support results in account recovery and a large transfer

Metrics

MetricDefinition
Time to detect (TTD)First bad event to first alert
Time to declareFirst alert to incident declared
Time to contain (TTC)Declaration to loss rate back to baseline
Loss during incidentGross, recovered and net
Exposure avoidedEstimated loss had containment not been applied (state assumptions)
Good-customer impactCustomers held, declined or restricted who weren't bad
Post-mortem action closureShare of actions closed by due date
Repeat incidentsSame root cause within 12 months

Pitfalls

  • Declaring late. Waiting for confirmed losses means waiting for labels that lag the attack.
  • The IC doing analysis. The IC coordinates. If they're writing SQL, nobody is making decisions.
  • Building levers mid-incident. Every lever that needs a code deploy costs hours.
  • Over-containment that lingers. Blanket holds that stay on for weeks after the incident can cost more than the attack did.
  • Forgetting support. Fraudsters often pivot to social engineering support when automated paths close (see Support Team Fraud Training).
  • No post-mortem for "small" incidents. SEV-3s are cheap lessons. Run a lightweight review.
  • Blame. Post-mortems that name individuals teach people to hide early signals.

Sources and further reading