Card Scheme AI Specialists

AI-PoweredIntelligenceforPaymentOperations

Specialized AI solutions for fraud prevention, dispute management, and chargeback automation — engineered by experts who have operated deep within the card scheme ecosystem.

🔒VISA & Mastercard Expertise
🤖AI-Native Approach
End-to-End Automation
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The Challenge

The Cost of Inefficiency in Payment Disputes

Financial institutions are losing billions not just to fraud — but to the operational burden of managing it. AI changes the equation.

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$0.00B

Global chargeback losses in 2025

Chargebacks alone — not total fraud — cost the financial ecosystem $33.79 billion in 2025, projected to reach $41.69B by 2028.

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$0.00

Lost for every $1 of fraud

Total costs including processing fees, operational burden, and lost merchandise far exceed the disputed transaction value. A 37% increase since 2020.

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0%

Of disputes escalate to full chargebacks

Only 8% are resolved pre-dispute. The remaining 74% become full chargebacks — avoidable with AI-powered early intervention.

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0M

Chargeback transactions in 2025

Volume growing 24% over three years to reach 324M by 2028. Without automation, operations teams simply cannot scale.

These are problems that AI solves at scale. FinAI Solutions exists to bridge that gap.

Source: 2025 State of Chargebacks Report

What We Do

AI Solutions Built for Payment Operations

Not generic AI. Precision-engineered solutions for the specific realities of card scheme operations, dispute management, and fraud prevention.

01

Dispute & Chargeback Automation

End-to-end AI workflows that manage the full dispute lifecycle — from pre-dispute identification through representment and arbitration. Eliminate manual queuing, accelerate resolution timelines, and reduce write-offs with intelligent decisioning.

Pre-dispute deflectionAutomated representmentReason code intelligenceMulti-scheme support
02

Fraud Detection Intelligence

Custom AI and ML models trained on card scheme transaction patterns, designed for issuers and acquirers. Early fraud signal detection, repeat offender flagging, and cross-channel fraud correlation — before losses materialize.

Transaction pattern analysisReal-time fraud scoringRepeat offender detectionCross-scheme correlation
03

RAG Knowledge Base

Retrieval-Augmented Generation systems that make payment scheme rules, reason codes, and compliance mandates instantly queryable. Operations teams get accurate, cited answers in seconds instead of searching through hundreds of pages of scheme documentation.

Scheme rule knowledgeReason code guidanceCompliance Q&AAlways-current updates
04

Operational Excellence

AI-assisted process mapping and workflow redesign for payment operations teams. Identify bottlenecks, automate repetitive decision points, and implement measurable efficiency improvements — without disrupting existing infrastructure.

Workflow automationSLA optimizationFTE burden reductionKPI-driven delivery
Domain Expertise

Deep Card Scheme Expertise

Not surface-level knowledge — operational depth across the full card payment ecosystem, earned through hands-on work within the scheme networks.

VISA Scheme RulesMastercard ComplianceEthoca IntegrationVerifi IntegrationMastercomVROL / VDMSDisputes, Chargebacks & ArbitrationReason Code IntelligencePre-Dispute DeflectionFraud OperationsCard-Not-Present FraudTransaction MonitoringScheme Mandate CompliancePCI DSS LandscapeIssuer OperationsAcquirer OperationsAI AutomationRAG SystemsAgentic Workflows
Card Schemes
Dispute Ops
Fraud
Compliance
Operations
AI / ML
Our Approach

How We Work

Four deliberate phases. Every engagement is structured to reduce risk, deliver measurable value early, and ensure solutions that endure as the payments landscape evolves.

Typical engagement timeline
Assess
1–2 weeks
Design
2–3 weeks
Build
6–12 weeks
Optimize
Ongoing
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Step 01

Assess

Understand your current state

We begin with a structured deep-dive into your dispute and fraud workflows — mapping pain points, identifying automation opportunities, and understanding your card scheme integrations. No assumptions, only evidence.

Process mappingKPI baselineTech stack audit
✏️
Step 02

Design

Architect the right solution

We design AI solutions tailored to your specific card scheme environment, regulatory context, and operational constraints. Each architecture decision is grounded in real scheme knowledge — not generic templates.

Solution architectureAI model selectionIntegration design
⚙️
Step 03

Build

Implement with precision

We implement, integrate, and rigorously test within your existing infrastructure. Whether it's a dispute automation engine, a RAG knowledge system, or fraud scoring models — delivery is systematic and measured.

Agile deliveryScheme complianceIntegration testing
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Step 04

Optimize

Continuous improvement

Post-deployment, we monitor, iterate, and improve. Card scheme rules change, fraud patterns evolve, and dispute volumes shift. We ensure your AI solutions adapt and continue to deliver measurable ROI.

Performance monitoringModel retrainingScheme updates
About

Card Scheme Experts

FinAI Solutions was founded on a simple observation: the organisations that suffer most from payment fraud and dispute complexity are often also the ones furthest from the AI tools that could transform their operations.

Our foundation is deep, hands-on experience operating within the card scheme ecosystem — across VISA and Mastercard fraud prevention, dispute management, chargeback recovery, and scheme compliance. This isn't advisory knowledge. It's operational knowledge.

We apply that expertise to build AI solutions that are precise, compliant, and immediately useful — from dispute automation agents to RAG-powered knowledge systems that make scheme documentation instantly queryable.

We build for banks, fintechs, and payment processors who want to stop treating disputes and fraud as cost centres, and start treating them as solved problems.

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Scheme-Native Perspective

We understand how VISA and Mastercard rules actually work in production — the nuances, the edge cases, the mandatory timelines that textbooks don't cover.

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AI-First Engineering

Every solution is built with AI at its core — not as a layer on top of legacy processes, but as the foundational operational logic.

Measurable Outcomes

We tie every engagement to concrete KPIs: chargeback ratios, resolution cycle time, analyst FTE savings, and fraud loss reduction.

Working AI-first in payments

Actively building and deploying AI solutions for dispute automation, fraud intelligence, and payment compliance — not in a lab, but in production payment environments.

Get Started

Ready to Transform Your Payment Operations?

Book a 30-minute discovery call. We'll listen to your specific challenge — disputes, fraud, compliance, or all three — and tell you exactly how AI can help. No commitment, just clarity.

1

Book a call

30 minutes. Choose a time that suits you via Calendly.

2

Share your challenge

Tell us about your current dispute volumes, fraud rates, or automation goals.

3

Get a clear path

We outline exactly how AI can help and what an engagement would look like.