Loan exception management
Prioritizes loan documentation or policy exceptions by risk.
Portfolio concentration analytics
Identifies exposures by sector, geography, collateral, or correlated risk.
Fair lending monitoring
Tests underwriting/pricing outcomes for bias or disparate impact.
Adverse action explanation support
Generates human-reviewable explanations for credit denials.
Customer affordability assessment
Analyzes income, obligations, and spending patterns for affordability.
Consumer complaint triage
Classifies complaints and routes urgent or regulatory-sensitive issues.
Deposit attrition prediction
Predicts customers likely to move deposits or close accounts.
Relationship next-best-action
Suggests retention, cross-sell, or service actions based on customer needs.
Transaction fraud detection
Detects card, ACH, wire, RTP, check, and account fraud from behavioral anomalies.
Account takeover detection
Identifies login, device, geolocation, and behavior patterns indicating takeover.
Synthetic identity detection
Finds identity fabrications through network, document, and credit data signals.
Mule network detection
Uses graph analytics to identify money mule networks and pass-through accounts.
AML alert triage
Prioritizes alerts likely to warrant investigation and reduces false positives.
Suspicious activity report drafting
Drafts SAR narratives from investigator notes and transaction patterns.
Sanctions screening tuning
Improves sanctions match logic and reduces false positives.
Name/entity resolution
Resolves customer, vendor, counterparty, and beneficial owner names across systems.
KYC document extraction
Extracts and verifies identity, ownership, and beneficial owner documents.
Adverse media screening
Summarizes negative news and maps it to customer risk profiles.
Trade finance fraud detection
Detects duplicate invoices, phantom shipments, and abnormal trade documentation.
Business email compromise detection
Flags payment redirection or invoice changes inconsistent with normal patterns.
Deepfake voice detection
Detects synthetic voice in call-center or high-risk transaction verification.
Phishing scam detection
Detects AI-generated phishing, impostor sites, and social-engineering patterns.
Insider threat monitoring
Detects unusual employee access, data movement, or transaction behavior.
Crypto transaction monitoring
Analyzes blockchain flows, mixers, risky wallets, and typologies.