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ThetaRay Launches Ray, An Agentic AI Investigation Suite 

January 28, 2026
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ThetaRay has launched Ray, an Agentic AI investigation suite designed to assist banks automate and standardize transaction monitoring investigations amid rising alert volumes and regulatory scrutiny.

The platform targets rising regulatory calls for from frameworks such because the EU’s AMLR and FinCEN’s AML/CFT directives by delivering quicker, extra constant, and audit-ready investigations with traceable, explainable AI.

Ray helps companies create compliance-critical workflows and scale AML operations with out counting on guide processes or rising headcount.

Monetary crime detection firm ThetaRay has launched a brand new set of instruments to assist companies sustain with evolving laws within the face of superior fraud. Known as Ray, the brand new Agentic AI investigation suite goals to assist banks conduct transaction monitoring investigations.

Ray is embedded into ThetaRay’s Investigation Middle, an Agentic investigation suite designed for banks, fintechs, and funds platforms balancing excessive alert volumes with rising regulatory calls for. Ray combines autonomous investigations with on-demand analyst help. The fintech anticipates Ray will finally assist banks scale back the time it takes to resolve instances and create extra consistency in investigations that span inside groups and jurisdictions. ThetaRay created Ray to autonomously deal with the total investigation by validating the geolocation, analyzing patterns, and scanning antagonistic media to arrange a structured, audit-ready case-file doc.

The launch is strategic and comes at a time when regulators throughout the globe are elevating their expectations for investigative high quality and documentation. The EU’s new Anti-Cash Laundering Regulation (AMLR) and AML Authority framework require stronger due diligence, extra rigorous monitoring and record-keeping, and constant compliance controls throughout jurisdictions. Within the US, FinCEN’s AML and Counter Financing of Terrorism (CFT) directives require clear, evidence-based investigations and Suspicious Exercise Report (SAR) narratives.

“That is an extremely vital second for us and for the business,” mentioned ThetaRay CEO Brad Levy. “I couldn’t be extra energized by the chance to deal with one of many largest challenges in monetary crime compliance. Our mission is straightforward: to assist make world markets extra trendy and safe for all. The long run might be formed by individuals who care and by megatechs and specialised fintechs working intently collectively to lift the bar for transparency, accountability, and lasting belief.”

Nonetheless, as regulators require greater investigative high quality, documentation, and extra defensible choices, alert volumes proceed to rise and place a pressure on investigation groups, requiring guide information gathering.

“Monetary establishments are transferring past experimentation towards actual, production-grade use of Agentic AI in compliance-critical environments,” mentioned Microsoft World Head of AI Technique and GTM for Funds and Banking Tyler Pichach. “Platforms like Ray exhibit how Agentic AI, when deployed on a safe and ruled cloud like Microsoft Azure, will help banks modernize advanced investigation workflows whereas assembly regulatory expectations for transparency, management, and belief.”

With Ray, companies can put together for this elevated pressure by utilizing it to automate proof assortment, behavioral and counterparty evaluation, open-source checks, and doc evaluate and narrative era. Constructed and deployed on Microsoft Azure, Ray affords an on-demand AI assistant that helps questions from analysts and deeper exploration.

“Handbook investigations inevitably range from analyst to analyst. Ray introduces a constant reasoning framework throughout all the operation, lowering subjectivity, and guaranteeing that every case, regardless of who handles it, stands as much as scrutiny,” mentioned ThetaRay Regulatory Affairs Supervisor David Shapiro. “Most significantly, Ray was constructed so that each choice is traceable again to proof. In a regulatory atmosphere that calls for transparency, AI explainability is the inspiration.”

As regulators require extra defensible, constant, and clear investigations, monetary establishments are beneath stress to modernize workflows that depend on guide evaluation and fragmented instruments. By embedding Agentic AI immediately into the investigation course of, ThetaRay is positioning Ray amid the following era of AML operations by which regulators require velocity, consistency, and explainability.

Based in 2013, ThetaRay affords transaction monitoring, transaction and buyer screening, and buyer danger evaluation suites to assist companies battle monetary crime. The Israel-based firm helps its 100+ institutional shoppers leverage AI to watch 15 billion transactions valued at $20 trillion on an annual foundation.

Photograph by cottonbro studio


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