Use case · lower scrutiny, live today

Dispute and complaint triage

Three regimes, three clocks, one queue.

What goes wrong

A dispute queue is three regulatory regimes wearing one interface. An unauthorised debit is Reg E, with a 10-business-day provisional-credit trigger and a 45-day outer limit. A card billing error is Reg Z, acknowledged within 30 days and resolved within two cycles. A credit-reporting dispute is the FCRA, reinvestigated within 30 days.

Triage agents are good at this classification and that is exactly the risk: a misrouted dispute does not fail loudly, it starts the wrong clock. The consumer gets a correct-looking response under the wrong regime, and the deadline that actually applied passes unnoticed.

The sharper failure is closure. An agent that resolves a dispute against the consumer without a recorded investigation has produced the single finding every one of these statutes is built to prevent -- and it will do it at a scale no manual process ever could.

Who runs this today

  • Card issuers and banks triaging Reg E and Reg Z disputes at volume.
  • Furnishers handling FCRA reinvestigation requests through an automated intake.
  • Complaint-handling teams routing CFPB portal complaints into operational workflows.

Which controls apply

6 rules ship with the DISPUTE_TRIAGE template. Every threshold is a number from a published rule, so a model-risk reviewer can read the value and open the CFR rather than asking how it was fitted. None of these rules decides credit.

ControlAuthorityVerdict
Reg E Provisional Credit Within 10 Business Days
Where a Reg E investigation runs past 10 business days, the institution must provisionally credit the disputed amount while it continues.
Reg E 12 CFR 1005.11(c)(2)(i)ESCALATE
Reg E Investigation Completed Within 45 Days
The outer limit for a Reg E investigation is 45 days (90 for certain new-account, point-of-sale and foreign transactions).
12 CFR 1005.11(c)(3)BLOCK
Reg Z Billing Error Acknowledged Within 30 Days
A creditor must acknowledge a billing error notice within 30 days of receipt.
Reg Z 12 CFR 1026.13(c)(1)ESCALATE
Reg Z Billing Error Resolved Within 90 Days
Resolution is due within two complete billing cycles and in no event later than 90 days after receipt.
Reg Z 12 CFR 1026.13(c)(2)BLOCK
FCRA Reinvestigation Within 30 Days
A consumer dispute of credit report accuracy must be reinvestigated within 30 days of receipt.
15 U.S.C. 1681i(a)(1)(A)BLOCK
No Dispute Closure Without An Investigation
Closing a dispute as unsubstantiated without a recorded investigation is the failure mode an automated triage agent introduces, and it is what turns a servicing workflow into an enforcement action.
Reg E 12 CFR 1005.11(c)BLOCK

What the evidence looks like

The sample below is a real BLOCK on a dispute closed with no investigation recorded -- the specific failure an automated triage agent introduces, and the one that reads worst in an exam.

Sample evidence bundle

A real bundle from this template, exported through the same endpoint a customer would use. It carries the decision, the failed rules with their reasons, and the hash-chained audit events. You can verify it yourself without installing anything from us — the verifier is standalone and imports nothing from Sentinel.

A sensible pilot

Scope
One dispute type. Reg E is the usual starting point because the clocks are shortest and the volume is highest.
Mode
OBSERVE for 30 days, which is long enough for a full Reg E cycle to run start to finish.
Success criterion
Every dispute where a clock was about to be missed, and every closure the agent proposed without an investigation on file.
Graduate when
The clock rules have been checked against a full cycle of real traffic and the closure rule has never fired on a legitimate resolution.

The other three

The same gate governs all of them. Start where a wrong answer is recoverable, and move to credit decisioning when the evidence earns it.

Start in shadow mode

We are taking three design partners. Every deployment starts in OBSERVE, which evaluates everything and enforces nothing, so the first month costs you a report rather than a risk.

See the programme