Financial Vertical
Financial Builders
AML, fraud, payments, risk scoring
Model Builders
AML / Sanctions Screening
136 items · 7 phases · real-time screening readiness
Real-Time Fraud Detection
78 items · 6 phases · fraud model readiness
Payment Authorization Scoring
79 items · 6 phases · sub-100ms auth model readiness
Algorithmic Trading Inference
79 items · 6 phases · microsecond-to-second model builder
Dynamic Pricing & Real-Time Underwriting
87 items · 6 phases · point-of-sale pricing & credit
Customer Chatbots & Virtual Assistants
79 items · 6 phases · conversational AI for financial services
KYC / Customer Due Diligence (Agentic)
75 items · 6 phases · agentic onboarding & ongoing DD
Fraud Investigation Orchestration
84 items · 6 phases · agentic SAR drafting & case orchestration
Dispute Resolution & Chargeback Processing
87 items · 6 phases · chargeback automation model readiness
Call Center Agent Assist
73 items · 6 phases · real-time agent copilot readiness
Advisor Copilots & Conversational Finance
70 items · 6 phases · wealth advisor copilot readiness
Anomaly Detection & Market Surveillance
83 items · 6 phases · streaming anomaly & surveillance readiness
Portfolio Management & Dynamic Allocation
83 items · 6 phases · agentic portfolio readiness
Real-Time Credit Risk Scoring
75 items · 6 phases · credit underwriting model readiness
Sentiment Analysis for Trading Signals
78 items · 6 phases · financial NLP signal readiness
Use Case Explorer
#1Tier 1
Real-time fraud detection
Stop fraud before settlement on FedNow, RTP, and card rails.
#2Tier 1
Payment authorization scoring
Sub-second approve/decline on every card and instant-payment transaction.
#3Tier 1
Real-time AML / sanctions screening
Every instant payment must clear sanctions before settlement.
#4Tier 1
Algorithmic trading inference
Microsecond-scale inference for market-making and execution.
#5Tier 1
Dynamic pricing & real-time underwriting
Personalized pricing and credit decisions at the point of sale.
#6Tier 2
Customer chatbots & virtual assistants
Sub-second assistant responses with PII kept on-premises.
#7Tier 2
KYC / customer due diligence (agentic)
Agentic onboarding with full PII residency and audit provenance.
#8Tier 2
Fraud investigation orchestration (agentic)
Agentic SAR drafting and case orchestration for fraud analysts.
#9Tier 2
Dispute resolution & chargeback processing
Automated chargeback intake and evidence assembly.
#15Tier 2
Call center agent assist
Real-time agent copilot with compliance-aware response library.
Tier 2
Advisor copilots & conversational finance
Wealth advisor copilots grounded in proprietary research and client books.
Tier 2
Anomaly detection & market surveillance
Streaming anomaly detection for market abuse, insider trading, and cyber.
Tier 2
Portfolio management & dynamic allocation
Continuous rebalancing under real-time risk and regime signals.
Tier 2
Real-time credit risk scoring
Streaming credit risk scoring with explainability and fair-lending controls.
Tier 2
Sentiment analysis for trading signals
Low-latency sentiment and event signals from news and social sources.
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