Banking · Operational automation

Fraud and dispute operations

Alert triage, chargeback files, card blocks and early collections on one operations desk.

In short

Fraud and dispute operations is an Aginies solution package for the Banking sector in the “operational automation” area. What the agents do: Alerts are scored, merchant and behaviour analysis added, confirmation taken from the customer by SMS or call; dispute files open with evidence list, scheme code and deadline; missing evidence is requested automatically. Expected outcomes: A large drop in review time per alert; no dispute file past its deadline; fewer false-positive blocks, fewer customer complaints. The package uses the Fraud engine tools, Case management, Supervisor · sub-agents, Human-in-the-loop capabilities of the Aginies platform and can be watched live through the Card fraud alert triage, Chargeback dispute handling, Dialogue banking: voice and text transaction assistant, Early-stage collections outreach scenarios in the agent library.

The problem

Fraud alerts wait in the analyst queue, dispute files miss card-scheme deadlines, confirmation calls to customers are late. Every team keeps its own list.

What the agents do
  1. 01Alerts are scored, merchant and behaviour analysis added, confirmation taken from the customer by SMS or call.
  2. 02Dispute files open with evidence list, scheme code and deadline; missing evidence is requested automatically.
  3. 03Card block, replacement and provisional refund are executed in core systems; the customer is informed at every step.
  4. 04Early collections contact comes with a payment plan offer; permanent decisions go to operations approval.
Package scope
  • Fraud alert triage: score, merchant analysis, confirmation with the customer
  • Chargeback and dispute files: evidence collection, card-scheme rules
  • Card block, replacement card and provisional refund operations
  • Early-stage collections contact and payment plan
What you need to start
  • API access to card management, fraud engine and dispute systems
  • Card-scheme dispute rules and deadlines
  • Customer contact channels and consent records
Architecture

Derived from the linked scenarios: the supervisors, specialist agents, models and systems that run this package.

Supervisors
Fraud SupervisorDispute SupervisorDialogue Banking SupervisorCollections Supervisor
Specialist agents
Triage AgentOutreach AgentCard AgentIntake AgentEvidence AgentFiling AgentDialogue AgentIdentity AgentTransaction AgentRisk AgentSegmentation AgentPayment Plan Agent
Models (Hub catalogue)
aginies-tulpar-4aginies-sunkar-1aginies-talay-2
Systems touched
Fraud EngineCard ManagementWhatsApp Business APISalesforce CRMSMS GatewayDocument Store (S3)Visa / Mastercard Dispute APIEmail (Exchange)Mobile App ChatCore BankingCollections Platform
Channels
whatsappsmsvoiceapiappemailbranchbatch
Simulation volumes
356,800runs / month
94.2%success rate
7.1 smedian duration
$0.0026estimated cost / run

Summed from the simulation definitions of the linked scenarios; recalculated for your scale in the discovery session.

Outcomes
  • A large drop in review time per alert
  • No dispute file past its deadline
  • Fewer false-positive blocks, fewer customer complaints
Capabilities used
Fraud engine toolsCase managementSupervisor · sub-agentsHuman-in-the-loopFull audit trailSMS / voice channels
Explore the platform →
Measured targets
Review time per alert70% shorter
Dispute files past the deadlineNear zero
False-positive blocks30% fewer

Target ranges from comparable deployments; baseline and target are fixed together in the first week of the pilot.

Governance and approval rules

Scenario-level approval rules plus the package’s general controls.

  • Card fraud alert triageConfirmed fraud loss > 2,500 → analyst approval before permanent cancellation
  • Chargeback dispute handlingAmount > 2,500 → dispute team lead approval before provisional credit
  • Dialogue banking: voice and text transaction assistantLimit increase > 60%, dispute amount > 5,000 or transfer to a new payee → operations approval
  • Early-stage collections outreachPlan balance > 25,000 or > 3 instalments → collections team lead approval
  • packagePermanent block and loss write-off always under operations approval
  • packageEvery decision on file with evidence and score; ready for internal audit and scheme review
Rollout
  1. 1 · Process map · 2 weeksSignal sources, decision points and work-order systems mapped; the automatic-decision boundary and approval chain defined.
  2. 2 · Pilot · 4 weeksOne line, one region or one process; the agent prepares the recommendation, a person applies it; deviation and gain measured.
  3. 3 · Autonomous operationDecisions below the threshold run automatically, above it go to approval; shift reports and SLA dashboards live.

Time to move from experimenting with AI to transforming with it.

In a 30-minute discovery session we take your 2–3 priority business problems, show a live demo of a similar scenario, and draft a roadmap that starts with the Value layer.

Book a 30-minute discovery session → dahi@aginies.com
  1. Your 2–3 priority problems
  2. Live demo of a similar scenario
  3. Roadmap starting with value analysis