The agentic investigation layer for every pillar

Autonomous investigations that accelerate resolution. Ray plugs into any stack across sanctions screening, KYC/CDD, transaction monitoring, third-party tools and case managers.

What Ray agents deliver

Up to 70%

more analyst capacity, without adding headcount

50%

reduction in customer waiting times

100%

documentation consistency across jurisdictions

Ray Hub

One investigation layer, every pillar

Autonomous first-pass investigations and defensible decisions, with the same reasoning applied to every case.

Universal and tech-stack agnostic

Ray plugs into any existing stack across every financial crime compliance pillar: screening, KYC/CDD, transaction monitoring, third-party tools and case managers.

Traceability on every decision

Ray agents log every step of the investigation in comprehensive, auditable trails.

Audit-ready case files in seconds

Ray gathers the evidence and drafts the narrative, consistently across jurisdictions. Every override is locked in a full audit trail.

Silver 2026

Datos Insights · 2026 Impact Awards in Fraud & AML

ThetaRay named Silver Medalist for Best Investigation and Regulatory Reporting Innovation

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Meet Ray

See Ray agents work a case end to end

With Ray in the loop

Six pain points, six answers

What changes for your team with Ray in the loop.

Pain point

Today

With Ray

Human inconsistency

TodayDispositioning varies by person, shift and site.

With RayOne approved playbook, applied identically to every alert, every time.

False-positive volume

TodayMost alerts are low-risk, yet each still creates real work.

With RayRoutine alerts are investigated and documented at machine pace; closure becomes a policy choice.

Operational friction

TodayAlerts delay customer-facing transactions.

With RayFaster dispositions, so fewer held payments and onboarding delays.

Weak documentation

TodayNotes are brief and inconsistent, and hard to defend in an audit.

With RayA structured, policy-mapped rationale and full audit log on every alert, by design.

Analyst capacity

TodayRoutine false positives crowd out genuine risk work.

With RayAnalysts receive finished investigations and spend their time on the alerts that need judgment.

Jurisdiction complexity

TodayDifferent thresholds and risk appetite in every country.

With RayPlaybooks and thresholds per jurisdiction are configuration, not a new build per country.

The engine keeps producing alerts. Ray removes the cost of what happens next.

Screening investigations

Ray Screen Agent

Investigates every list hit in under a minute, matches each identifier and recommends an outcome with the evidence.

Over 80%

shorter customer wait times

Fewer held payments

case files ready for analyst review in seconds

Vendor-agnostic. Works with Theta Screen or your own.

Audit-ready case files

Policy-approved closure

Human review when it matters

Transaction screening investigations

Ray Clear Agent

Investigates every held payment in under a minute and recommends release or stop with the evidence.

Seconds

to release a clean payment

Fewer held payments

case files ready for analyst review in seconds

Vendor-agnostic. Works with Theta Clear or your own.

Audit-ready case files

Policy-approved release

Human review when it matters

Alert investigations & SAR filing

Ray Monitor Agent

Save operations team bandwidth by automating first-pass investigations. Ray builds the case file and drafts the SAR narrative.

Up to 70%

more analyst capacity, aligned with your protocols across jurisdictions

100% auditability

immutable trail ready for auditor review

Vendor-agnostic. Works with Theta Monitor or your own.

Autonomous data collection and cross-checks

Defensible, consistent documentation

From data gathering to decisions

Enhanced due diligence

Ray Score Agent

Refreshes profiles, triggers EDD on behavior and files audit-ready evidence.

Frictionless EDD

consistent protocols across jurisdictions

Up to 70%

more analyst capacity

Vendor-agnostic. Works with Theta Score or your own.

Autonomous greenlighting

Dynamic behavioral risk scoring

Reuses your TM data, natively

Case management

Ray Case Manager

Case management with network analysis. Every alert, entity and decision in one audit-ready view.

One case view from alert to decision

Regulatory reporting

Ray Regulatory Reporting

SAR and STR filing pre-filled from the case, aligned to FinCEN, FinTRAC, goAML, COAF, UIF and TRACFIN.

Includes the Reporting Database

Theta Hub

Pair Ray with AI-native detection

Ray picks up the investigation from detection systems. Paired with Theta engines, it provides a unified, end-to-end decisioning infrastructure.

Frequently asked questions

Do Ray agents require ThetaRay detection engines?

No. Every Ray agent plugs into any case management system and overlays any detection engine, ThetaRay or your incumbent.

Does Ray work as a copilot or autonomously?

Both, on every alert. Ray investigates autonomously, closes what your policy allows and hands everything else to an analyst as a finished investigation, so your team spends its time on the alerts that need judgment. There are no modes to switch between.

Which Ray agents are available?

Ray Screen Agent for screening investigations, Ray Clear Agent for transaction screening investigations, Ray Monitor Agent for alert investigations and SAR filing, and Ray Score Agent for enhanced due diligence. Ray Case Manager and Ray Regulatory Reporting complete the layer, for case management and regulatory filing.

What do Ray agents deliver?

Up to 70% more analyst capacity without adding headcount, a 50% reduction in customer waiting times and 100% documentation consistency across jurisdictions.

Can Ray run with the Theta engines?

Yes. The Theta engines detect what rules miss. Run them under Ray for one explainable decisioning layer end to end.

Which regulatory reports does Ray Regulatory Reporting support?

SAR and STR filing pre-filled from the case, aligned to FinCEN, FinTRAC, goAML, COAF, UIF and TRACFIN, so you can file complete, on-time reports in every jurisdiction.

Don't just flag. Resolve.

See Ray agents work your alerts end to end.