RAY — The AI Suite Transforming AML Investigations'
Faster, more consistent & fully explainable AML investigations — inside the ThetaRay Investigation Center.
Why Investigations Need a New Approach
As alerts grow and cases become more complex, regulators want transparency and consistency. But most investigation processes remain manual, fragmented, and difficult to defend.
Yet most investigation processes still rely on manual review, fragmented data, and analyst-written narratives that vary case by case.
The result?
- ⚠ Slow investigations
- ⚠ Inconsistent outcomes
- ⚠ Documentation gaps
- ⚠ High operational cost
- ⚠ Audit pain and regulatory exposure
Ray changes this — without changing your systems or workflows.
Meet Ray — Our Agentic AI AML Investigation Suite
Our NEW Agentic AI AML investigation suite ‘Ray’ accelerates and standardizes AML case resolution through structured end-to-end investigations and an on-demand AI Assistant.
Ray transforms every alert into:
- ✔ A clear narrative
- ✔ A fully explained decision
- ✔ A complete, audit-ready file
- ✔ A faster, more confident outcome
All inside ThetaRay’s Investigation Center.
Automated, Structured L1/L2 End-to-End Case Analysis
Ray automatically analyzes each alert end-to-end and generates a full investigation report. It:
- Gathers relevant case data
- Evaluates customer and counterparty behavior
- Checks KYC/profile alignment
- Assesses jurisdictions and geographies
- Identifies contradictions and anomalies
- Correlates historical alerts and past cases
- Organizes documentation and findings
- Provides recommended next steps
Analysts remain in control.
Ray simply removes the heavy manual work and ensures consistent, explainable outputs.
The Analyst’s On-Demand AI Assistant
Ray supports analysts with natural-language, on-demand insight. It:
- Summarizes long documents
- Explains alert context in simple language
- Performs controlled open-source scanning
- Helps analysts validate and finalize decisions
Ray reduces cognitive load and deliverables — enabling analysts to work faster and with greater clarity.
Ray + Transaction Monitoring
Your Full AML Workflow Reimagined
Ray works directly on top of ThetaRay’s Transaction Monitoring solution:
- 1. Cognitive AI Transaction Monitoring detects suspicious activity with high-quality alerts
- 2. Ray produces the structured investigation
- 3. Supports analysts finalize decisions, summaries, and documentation
No new systems. No new workflows.
Just dramatically better outcomes.
What Ray Delivers for Your Institution
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Major Operational Uplift
Cuts manual investigation effort and eliminates repetitive review tasks.
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Consistent, Defensible Decisions
Standardized narratives, structured logic, and complete case files.
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Faster Case Resolution
Accelerates investigations while preserving analyst judgment.
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Fully Explainable Outputs
Every decision comes with clear reasoning and audit-ready documentation.
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Seamless Integration
Works natively inside the ThetaRay Investigation Center.
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Scales Without Adding Headcount
Supports growing alert volumes and complex cases with ease.
Who Ray Is For
Ray is purpose-built for teams responsible for:
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Financial crime investigations
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Transaction monitoring review
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AML operations
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QA, QC, and audit
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Model risk oversight
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Regulatory engagement
Banks, fintechs, PSPs, correspondent banks, remittance companies, and digital banks all benefit.
Why Choose Ray
Automated, explainable investigations
AI designed for compliance workflows
Complete auditability and analyst control
Works with verified case data
Eliminates inconsistent documentation
See How Ray Transforms AML Investigations
Request a live demo and discover how Ray can help your analysts resolve cases faster, more consistently, and with full regulatory confidence.