An example of chargeback representment as a governed process: agents do the 13 steps, and a person signs 4 gates before anything irreversible happens. Download it, import it into your workspace, and adapt it to your systems.
The graph13 agent steps4 human gatessigns: Disputes manager / Payments Ops lead
Chargeback representment autopilot
Card disputes arrive by the tens of thousands per year, each demanding manual reason-code classification, winnability triage, and a hand-assembled compelling-evidence packet filed inside a hard network deadline. Analysts burn hours per case, miss filing windows, and lose winnable disputes by default while refunding ones they should have fought. Routine disputes are auto-classified, scored for winnability, and packaged into a network-compliant representment within deadline, with auto-submission below a value threshold. Only high-value, borderline, or customer-affecting fight-vs-refund calls reach a disputes manager, who signs the irreversible network filing.
The governed flow · branches, parallel work & a human on the irreversible step
packet compliantpacket non-compliant / missing evidence — reworklow-value, issue customer goodwill refundclear loss — accept (do not contest) the chargebackfiling window lapsed — auto-accept losshigh-value, borderline, or winnable fightissuer filed pre-arbitration — contestissuer filed pre-arbitration — concede, or representment lostissuer escalated past pre-arbitrationescalate to arbitrationaccept the loss
Start
agent · low risk
Ingest the inbound chargeback and pull the matching transaction, order, and customer history
agent · low risk
Classify the dispute by network reason code and map the required compelling-evidence elements and filing deadline
parallel · fan-out / join
Score winnability and gather evidence concurrently
agent · medium risk
Score winnability and recommend fight vs refund against historical outcomes and value/deadline thresholds
agent · medium risk
Assemble the compelling-evidence representment packet: AVS/CVV, delivery proof, prior undisputed history, terms, and rebuttal narrative
parallel · fan-out / join
Winnability score and evidence packet both ready
agent · low risk
Check the assembled packet against the reason code's required compelling-evidence elements and remaining filing window
decision
Fight vs accept / value tier / filing window remaining?
agent · medium risk
Issue a goodwill/customer refund for a low-value or clearly-lost dispute and update the case (customer-facing refund, reversible/clawback-able)
gate · human sign-off
A disputes manager signs the decision to accept (not contest) the chargeback — this concedes liability and is terminal for the casesigns: Disputes manager / Payments Ops lead
agent · high riskirreversible
Accept (do not contest) the chargeback: concede liability, post the loss to the ledger and close the case — terminal, cannot be re-fought
gate · human sign-off
A disputes manager signs the fight-vs-refund decision and the packet for high-value, borderline, or customer-affecting (goodwill/refund) casessigns: Disputes manager / Payments Ops lead
agent · high riskirreversible
File the dispute response / second presentment to the card network within the deadline and apply the refund/credit decision to the ledger
agent · low risk
Track network responses, pre-arbitration, and second-presentment outcomes, and feed wins/losses back to the winnability model
agent · medium risk
On issuer pre-arbitration, assemble a rebuttal with additional/compelling evidence (or recommend conceding) within the network pre-arb window
gate · human sign-off
A disputes manager signs the pre-arbitration rebuttal before it is filed to the networksigns: Disputes manager / Payments Ops lead
agent · high riskirreversible
File the pre-arbitration response to the card network within the deadline and post any ledger impact — irreversible network filing
decision
Issuer escalated past pre-arb: file network arbitration (binding, fee-bearing) or accept the loss?
gate · human sign-off
A disputes manager signs the decision to escalate to network arbitration, accepting the binding ruling and arbitration fee exposuresigns: Disputes manager / Payments Ops lead
agent · high riskirreversible
File the case to network arbitration (e.g. Mastercard DRM) for a binding ruling and pay the arbitration fee — irreversible, fee-bearing
agent · low risk
Accept the dispute loss: post the final loss to the ledger, close the case, and feed the outcome back to the winnability model — terminal
Done
low riskmedium riskhigh riskbranch / reworkgate · human sign-off
What it is modelled on
Accepting a chargeback (writing off the disputed amount) or firing off representment evidence both foreclose options and can't be re-tried, so a disputes analyst signs off the accept/fight decision and the evidence package before it's submitted.
Rule
What it requires
Visa / Mastercard dispute rules (VCR / Mastercard chargeback guide)
Representment must be filed within the network's response window (commonly around 30 days from the chargeback, varying by reason code and network) with compelling evidence matched to the specific reason code.
Reason-code-specific evidence
Each dispute reason code (fraud, product-not-received, not-as-described, etc.) requires a defined evidence package; mismatched or generic evidence loses the case.
Regulation E / Regulation Z (issuer side)
On the issuer/cardholder side, error-resolution timelines under Reg E (EFTs) and Reg Z (credit) constrain how and when disputes are handled.
A summary for orientation, not legal advice.
Use this example
01
Download the file
A minctrl.process/v1 document: the graph and the hash of the process it becomes.
02
Import it in Processes
Import into Minctrl opens this example in your workspace; one click stores it as your first version. Import JSON does the same with the file, and a file changed after download is refused.
03
Connect your systems
Every connector starts in shadow: steps run, nothing leaves Minctrl until you configure a connector and switch it live.
04
Adapt it
Change signers, time limits and steps on the canvas. Each save is a new version; a running case stays on the version it started with.
Questions
How does the chargeback-representment example handle the Visa and Mastercard deadlines?+
The example models the clock: each dispute is tracked against the network's response window, commonly around 30 days from the chargeback and varying by reason code and network, and the clock and every action are recorded as evidence. The windows that apply to you come from your acquirer and the current network rules, and filing on time remains your team's responsibility. Minctrl holds no certification, and this is not legal advice.
How does the AI build a winning evidence package?+
The AI agent reads the specific reason code, gathers the order, delivery and authorization evidence the network expects for that code, and assesses win likelihood. Because each reason code requires a defined evidence set, generic packages are flagged before submission.
Who decides whether to fight or accept a chargeback?+
A disputes analyst. Both accepting a chargeback (writing off the amount) and submitting representment foreclose options and can't be re-tried, so the accept/fight decision and the evidence package park at a human sign-off gate with a tamper-evident audit hash on the run.