Fraud Detection & AML Capabilities

Eight capability domains for detection-to-decision financial crime operations

Detection Intelligence, Investigation Intelligence, and Decision Intelligence in one platform — Connected-Risk network detection, alert clustering, case-ready evidence, and audit-ready decisions for fraud and AML teams.

Capability Stack
Signal Connectivity
Fraud, AML, payment, identity, and device signals ingested
Alert Clustering
Related alerts grouped into coherent investigation clusters
Graph Intelligence
Hidden entity relationships and networks surfaced for review
Case Workflow
Reviewer controls, decisions, notes, and actions tracked
Evidence Records
Audit-ready trails preserved for every investigation decision
Signal IngestionAlert ClusteringGraph IntelligenceReviewer ControlsEvidence Trails

WHAT VERAFYE COVERS

A connected capability stack for moving from signals and alerts into investigation and decision support.

Detection can originate within Verafye or arrive from existing controls. In either case, the same entity-resolution, network-intelligence and investigation architecture carries the signal forward. Verafye brings together signal ingestion, integrations, configurable workflows, alert clustering, graph intelligence, case workflows, reviewer controls, evidence packs, and audit trails — giving lean teams a practical operating workspace for fraud and AML investigations, from signal origination to case closure.

Detection Intelligence

Graph-based risk detection, risk scoring, mule network detection, transaction pattern detection, entity-link analysis, and cross-account, cross-merchant, cross-device, and cross-beneficiary risk discovery - including cross-program network risk and sponsor-bank ecosystem risk patterns for BaaS and embedded finance providers.

Investigation Intelligence

Alert clustering, case context, analyst summaries, evidence packs, investigation workflow, case collaboration, and network visualization - including program-level case clustering, partner-risk context, and investigation-ready evidence across sponsor-bank and embedded-finance workflows.

Decision Intelligence

Explainability, audit trails, escalation logic, reviewer controls, SAR/STR support where applicable, and defensible decision records - including audit-ready program-risk summaries and explainable evidence for sponsor-bank, BaaS, and fintech oversight workflows.

Applied Across

PSP merchant & sub-merchant riskPayFac portfolio riskMSB & remittance corridor riskBaaS & embedded finance program riskSponsor-bank ecosystem riskCross-program network riskMule account & mule network detectionLinked beneficiariesDevice-linked networksIdentity-linked networksWallet & digital bank riskNBFC & digital lending fraud patternsMarketplace seller and payout risk

PLATFORM CAPABILITIES

Eight capability domains. One connected platform.

Every pillar is designed to work independently or as part of a connected fraud, AML, and risk workflow — without requiring a full infrastructure replacement.

Customer Risk Intelligence

KYC/KYB onboarding, CDD and EDD workflows, UBO resolution, customer and merchant risk scoring, and ongoing monitoring — giving regulated teams a structured view of customer risk from onboarding through lifecycle.

KYC / KYBCDD / EDDUBO ResolutionRisk ScoringOngoing Monitoring

AML & Transaction Monitoring

Configurable rules, AI-assisted behavioral detection, typology-based pattern recognition, and threshold management — tuned for payment-led AML teams running cross-border and domestic transaction risk.

Rules EngineAI DetectionTypology PatternsBehavioral AnalyticsThreshold Config

Fraud Prevention

Payment fraud, card fraud, identity fraud, account takeover, and mule network detection — with device and behavior signal integration to surface coordinated fraud patterns across accounts and counterparties.

Payment FraudAccount TakeoverMule DetectionDevice SignalsBehavioral Patterns

Screening

Sanctions, PEP, and adverse media screening across 450+ lists via OpenSanctions and curated sources — with fuzzy matching, payment screening, and orchestration to premium providers for deeper coverage.

450+ Sanctions ListsPEP ScreeningAdverse MediaFuzzy MatchingPayment Screening

Investigation IntelligenceCore Differentiator

Alert clustering, AI-assisted case context, analyst summaries, evidence packs, case workflows, reviewer controls, and regulatory reporting support — built around the investigator, not the alert queue.

Alert ClusteringCase WorkflowsEvidence PacksReviewer ControlsSAR / STR Support

Decision Intelligence

Entity resolution, graph analytics, multi-signal risk scoring, consortium intelligence, and signal ingestion — connecting signals from across your ecosystem into a unified intelligence architecture that feeds every investigation.

Entity ResolutionGraph AnalyticsSignal IngestionMulti-Signal ScoringConsortium Data

AI Copilot

Explainable AI, case summaries, investigation assistance, and narrative generation — embedded into the investigation workflow so analysts spend less time assembling context and more time deciding.

Case SummariesExplainable AIInvestigation AssistNarrative GenerationHuman in Loop

Enterprise Platform

APIs, SDKs, workflow automation, configurable dashboards, audit trails, and flexible deployment options — connecting into existing financial crime stacks without requiring a full infrastructure replacement.

APIs & SDKsWorkflow AutomationAudit TrailsDashboardsDeployment Flexibility

HOW IT WORKS TOGETHER

From signals to decisions - one connected flow

Verafye capabilities work together across detection, entity resolution, network analysis, case formation, investigation, evidence, and decisioning. Each stage feeds into the next so risk teams always have context when they need it.

Stage 1

Originate or Ingest Risk Signals

Native detection from raw activity, or external suspicion from existing controls — both paths feed the same Connected-Risk Intelligence architecture

FraudAMLPaymentsIdentityDeviceKYC/KYBWatchlist
Stage 2

Signal Correlation and Entity Resolution

Normalize signals, link entities, cluster alerts across accounts, merchants, beneficiaries, and devices, and add graph-based relationship context

Entity ResolutionGraph IntelligenceAlert Clustering
Stage 3

Investigation Intelligence

Prioritize cases, guide reviewer workflows, support explainable decisions, preserve evidence packs, and maintain audit-ready investigation records

Case WorkflowsReviewer ControlsEvidence Packs
Stage 4

Case Outcomes

Investigation context, clearer decisions, audit-ready records, and better operating visibility for risk teams

Investigation ContextAudit-Ready RecordsReduced Manual Context Assembly

GET STARTED

Turn fragmented signals into explainable investigations

See how Verafye helps regulated financial platforms connect alerts, carry connected context into investigation and decision support. Begin with a Risk Shadowing engagement around the capabilities your team needs - and expand as outcomes are proven.

Explore Risk Shadowing ReviewExplore Platform