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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.

RAY - Agentic AI AML investigation suite that transforms case resolution

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.

Automated L1/L2 end-to-end investigation
On-demand AI assistant

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

  • Major Operational Uplift

    Cuts manual investigation effort and eliminates repetitive review tasks.

  • Consistent, Defensible Decisions

    Standardized narratives, structured logic, and complete case files.

  • Faster Case Resolution

    Accelerates investigations while preserving analyst judgment.

  • Fully Explainable Outputs

    Every decision comes with clear reasoning and audit-ready documentation.

  • Seamless Integration

    Works natively inside the ThetaRay Investigation Center.

  • 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:

  • Financial crime investigations

  • Transaction monitoring review

  • AML operations

  • QA, QC, and audit

  • Model risk oversight

  • 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.