ThetaRay
ThetaRay is an Israel-headquartered AI-native financial crime compliance company that provides Cognitive AI transaction monitoring, sanctions screening, and agentic AML investigation tools as a modular SaaS platform to banks, fintechs, and payment service providers globally.
- Company typePrivate
- Founded2013
- HeadquartersHod Hasharon, Israel
- Headcount251–500
- GTM typeB2B
- OfferingSoftware
What ThetaRay does
ThetaRay is an Israel-headquartered financial crime compliance software company founded in 2013 that builds AI-native anti-money laundering (AML) and sanctions screening solutions for banks, fintechs, payment service providers, and other financial institutions. The company's core product is a Cognitive AI platform combining unsupervised and supervised machine learning to detect subtle suspicious activity and complex cross-account or cross-institutional money-laundering networks, delivered as a modular SaaS suite deployed on Microsoft Azure. The portfolio centers on three primary modules — Cognitive AI Transaction Monitoring, real-time Customer and Transaction Screening (bolstered by the 2024 Screena acquisition), and Customer Risk Assessment — augmented by RAY, an agentic AI investigation suite launched in 2026 that automates end-to-end AML case analysis and generates structured, explainable investigation reports. The platform is positioned as an AI overlay that works alongside existing legacy AML systems rather than requiring rip-and-replace, with documented deployment timelines under three months and customer-reported outcomes including up to 95% false-positive reduction, 70% increases in productive alerts, and 67% automated alert closure.
ThetaRay generates revenue through enterprise SaaS subscriptions priced by transaction volume, customer count, and modules deployed, supplemented by professional services delivered through direct teams and the Matrix USA implementation partnership. The company sells primarily through direct field sales to enterprise financial institutions, with a channel ecosystem that includes Microsoft Azure, Finastra, Amdocs, Enqura, and system integrators. Per the chairman's public commentary, the business is 'expanding from tens of millions to hundreds of millions of dollars in revenue across international markets,' supported by a total of approximately $148M raised across eleven disclosed funding rounds, a customer base of 100+ institutions protecting over 1 billion end-users, and approximately $20 trillion in cumulative transactions monitored. Operations span offices in Hod Hasharon (HQ), New York, London, Madrid, and Dubai, with named enterprise customers including Santander, Payoneer, Shift4, Clear.Bank, Travelex, Onafriq, Novatti Group, and I&M Bank.
ThetaRay firmographics
Firmographics- Name
- ThetaRay
- Legal name
- ThetaRay
- Website
- https://thetaray.com
- Company type
- Private
- Founded year
- 2013
- Operating status
- Operating
- Headcount range
- 251–500 employees
- Short description
- ThetaRay is an Israel-headquartered AI-native financial crime compliance company that provides Cognitive AI transaction monitoring, sanctions screening, and agentic AML investigation tools as a modular SaaS platform to banks, fintechs, and payment service providers globally.
- Ownership category
- akta.pro rank
ThetaRay industry classification
Industry- Product category
- Financial Crime Compliance Software
- NAICS
- Financial Transactions Processing, Reserve, and Clearinghouse Activities (522320)
- SIC
- Security & Commodity Brokers, Dealers, Exchanges & Services (6200)
- akta.pro primary industry
- AML/CTF Transaction Monitoring & Case Management (FSAGAFAC)
Keywords
Where ThetaRay is headquartered
LocationHeadquarters
- HQ city
- Hod Hasharon
- HQ country
- Israel
- HQ region
- Middle East
Offices5 records
Markets served
ThetaRay business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- SaaS Subscription - Cognitive AI Platform: Cloud-based SaaS subscription model providing access to ThetaRay's Cognitive AI financial crime compliance platform including transaction monitoring, screening, and customer risk assessment modules. Deployed on Microsoft Azure.
- Professional Services: Implementation, integration, and consulting services delivered through strategic partners (Matrix USA) and direct professional services engagement for enterprise deployments.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise SaaS subscription with modular pricing based on capabilities deployed |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels8 records
ThetaRay product offering
Product offeringCore offering
ThetaRay provides a Cognitive AI-powered SaaS platform for anti-money laundering (AML) transaction monitoring, sanctions and watchlist screening, customer risk assessment, and agentic AI-driven AML case investigation. Its software is sold to banks, fintechs, payment service providers, and other financial institutions to detect suspicious activity, reduce false positives, and automate compliance workflows.
Product overview
ThetaRay offers a modular SaaS platform for AI-powered financial crime compliance serving banks, fintechs, payment service providers, and other financial institutions. The core portfolio is organized around the RAY Platform — an Agentic AI Intelligence Layer that unifies transaction monitoring, automated investigations, and risk assessment — supported by three primary product lines: Cognitive AI Transaction Monitoring (for real-time detection of suspicious transactions), Screening (for customer and transaction screening against watchlists, sanctions, and PEPs), and Customer Risk Assessment (for dynamic, real-time customer risk scoring). An add-on module called Ray provides agentic AI-powered investigation automation that works on top of the Transaction Monitoring solution, producing structured, explainable investigation reports. ThetaRay's 2024 acquisition of Screena expanded its screening capabilities with cloud-based AI screening. The company positions its platform as an optimization layer that works alongside existing legacy AML systems rather than requiring full replacement.
Differentiator
Problem solved
Functional benefit
Brands
- RAY Platform: Agentic AI Intelligence Layer for Financial Crime Compliance - an AI-powered investigation suite for AML case resolution
- Cognitive AI
Products and services
- RAY Platform ThetaRay's flagship unified agentic AI platform combining transaction monitoring, automated investigations, and AI-powered compliance co-working capabilities into a single intelligence layer for financial institutions to accelerate and automate financial crime investigations.
- Cognitive AI Transaction Monitoring AI-powered AML transaction monitoring solution that detects evolving financial crime threats with machine learning, using a data-driven approach to strengthen compliance. Delivers faster, more accurate alerts, reduces manual workload, and provides network visualization that turns months of manual effort into weeks or minutes. Targets banks, fintechs, and payment service providers.
- Screening (Transaction & Customer Screening) AI-driven real-time screening solution that identifies and mitigates risks associated with suspicious individuals, entities, and transactions. Screens customers and transactions against global watchlists, sanctions lists, PEP lists, and adverse media sources, combining machine learning with deterministic rules to generate accurate risk identification and matching scores. Delivered via RESTful API for rapid integration.
- Customer Risk Assessment (CRA) Dynamic customer risk assessment solution that delivers real-time insights into customer behaviors, transaction trends, and relationships. Uses semi-supervised machine learning to classify risk levels, enabling financial institutions to proactively identify risks, ensure compliance, and support confident business growth while reducing enhanced due diligence costs.
- Ray (Agentic AI AML Investigation Suite) Agentic AI investigation suite that accelerates and standardizes AML case resolution through automated end-to-end investigations and an on-demand AI Assistant. Automatically analyzes alerts, gathers case data, evaluates behavior, checks KYC alignment, identifies contradictions, and produces structured, explainable investigation reports with recommended next steps.
Quantifiable outcome
- Up to 95% false positive reduction
- +9 more outcomes
Companies that use ThetaRay
Customer profileNamed customers12 records
Segments3 records
Ideal customer profiles2 records
ThetaRay technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability8 records
Feature6 records
ThetaRay partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered core and minor.
- Matrix USAcoreStrategic partnership to develop AI-driven AML overlay for financial institutions. The solution integrates with existing systems to meet evolving regulations, reduce false positives, and enhance compliance efficiency without replacing legacy infrastructure. Matrix USA leads integration and deployment while ThetaRay provides its Cognitive AI detection engine and agentic AI suite. Target includes U.S. institutions facing FinCEN modernization and EU institutions preparing for AMLA requirements.
- Kaufman RossincoreKaufman Rossin completed independent validation of ThetaRay's AML Transaction Monitoring and OFAC Screening Modules in August 2025. The validation confirms ThetaRay's AI models meet regulatory standards for transparency, governance, and capabilities, supporting financial institutions in compliance efforts. Emphasizes model risk management requirements in the US and EU.
- Microsoft AzurecoreMicrosoft Azure partners with ThetaRay to deliver SaaS monitoring solutions. Tyler Pichach (Microsoft Worldwide Financial Services Industry) stated that with ThetaRay's advanced AI and structure operating in their cloud leveraging Azure capabilities, it's a win for everyone. ThetaRay's solutions are deployed on Microsoft Azure infrastructure.
- FinastraminorPartner logo displayed on ThetaRay's partner page, indicating integration or channel partnership with Finastra's financial services software ecosystem.
- AmdocsminorPartner logo displayed on ThetaRay's partner page, indicating channel partnership with Amdocs.
- EnquraminorPartner logo displayed on ThetaRay's partner page, indicating channel partnership with Enqura.
- HumminbirdminorPartner logo displayed on ThetaRay's partner page.
- SpaycecoreStrategic partnership to transform global payments security. Q&A with Peter Reynolds (ThetaRay CEO) and Debra LePage (Spayce Co-Founder) discussed partnership significance for fintech and payments security. Partnership resulted in 95% false positive reduction for Spayce.
Scale indicators13 records
Recent moves5 records
Expansion highlights7 records
ThetaRay competitors and assessment
Company assessmentDirect peers
- SAS Anti-Money Laundering: SAS's AML solution provides AI/ML-driven transaction monitoring, sanctions screening and investigation workflows for banks and insurers, directly competing with ThetaRay in tier-1 financial institution deployments.
- NICE Actimize: The market-leading enterprise AML transaction monitoring, sanctions screening and case management suite, sold into the same tier-1 bank and large PSP buyer base as ThetaRay and representing its primary incumbent competitor.
- ComplyAdvantage: An AI-native KYC, sanctions, PEP and AML transaction monitoring platform serving banks, fintechs and PSPs — a closely comparable offering to ThetaRay's Cognitive AI stack with similar buyer personas and a strong fintech customer base.
- Featurespace: Provider of adaptive behavioral analytics for fraud and AML, using unsupervised machine learning to detect anomalous activity — directly comparable to ThetaRay's Cognitive AI approach and serving many of the same issuing banks and payment processors.
- Napier AI: AI-driven AML transaction monitoring, screening and customer risk assessment platform built specifically for banks and PSPs, with a comparable go-to-market targeting institutions modernizing from legacy AML systems.
- Quantexa: Contextual decision intelligence platform using entity resolution and network analytics for AML, KYC and financial-crime use cases — directly competing with ThetaRay in the AI-driven financial-crime analytics category.
- Hawk AI: AI-based AML and fraud surveillance platform focused on banks, payment firms and fintechs — a closely comparable vendor competing for the same enterprise modernization budget and cross-border payment customers as ThetaRay.
- Silent Eight: AI-driven name screening, transaction monitoring and AML alert adjudication platform serving global banks — overlapping with ThetaRay's Screening and RAY investigation capabilities and competing for the same compliance modernization RFPs.
Broad incumbents
- Oracle Financial Services Anti Money Laundering: Oracle's FCCM AML suite is sold as part of its broader financial-services platform, offering overlapping AML transaction monitoring and know-your-customer capabilities to large global banks — competing with ThetaRay as part of a wider product portfolio rather than as a standalone AML vendor.
- FICO Falcon Fraud & AML: FICO's fraud and AML platform is a broad-incumbent alternative covering transaction monitoring, sanctions screening and case management as part of FICO's wider analytics portfolio — frequently benchmarked against ThetaRay in tier-1 bank procurements.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
ThetaRay social profiles
Digital presenceThetaRay financial estimates
Financial estimateRevenue estimate
Valuation estimate
ThetaRay leadership team
Management profileNumber of profiles
Profiles14 records
ThetaRay subsidiaries and ownership
Company hierarchySubsidiaries1 record
ThetaRay funding detail
Funding detailFunding overview
Funding rounds11 records
Investors17 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
ThetaRay M&A and investment
M&A and investmentM&A1 record
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about ThetaRay
What does ThetaRay do?
ThetaRay provides a Cognitive AI-powered SaaS platform for anti-money laundering (AML) transaction monitoring, sanctions and watchlist screening, customer risk assessment, and agentic AI-driven AML case investigation. Its software is sold to banks, fintechs, payment service providers, and other financial institutions to detect suspicious activity, reduce false positives, and automate compliance workflows.
Is ThetaRay a public or private company?
ThetaRay is a private company. It is classified as venture growth investor backed and is currently operating.
When was ThetaRay founded?
ThetaRay was founded in 2013. It employs 251 to 500 people.
Where is ThetaRay based?
ThetaRay is headquartered in Hod Hasharon, Israel, in the Middle East region.
How does ThetaRay make money?
Two revenue lines are on record. SaaS Subscription - Cognitive AI Platform is the primary driver. The others are professional Services.
Who are ThetaRay's main competitors?
Direct peers on record are SAS Anti-Money Laundering, NICE Actimize, ComplyAdvantage, Featurespace, Napier AI, Quantexa, Hawk AI and Silent Eight. Broad incumbents are Oracle Financial Services Anti Money Laundering and FICO Falcon Fraud & AML.
Does ThetaRay have an API?
Yes. ThetaRay provides a RESTful API that enables financial institutions to integrate its Screening and transaction monitoring capabilities. According to the Screening product page, the RESTful API provides a frictionless and transparent integration process, where institutions can start testing within hours and integrate in days not months. Clients can establish a granular matching strategy that flexibly adapts to their business priorities and can be tailored to each screening request.
What industry is ThetaRay in?
ThetaRay's product category is Financial Crime Compliance Software. Its primary akta.pro industry code is FSAGAFAC, AML/CTF Transaction Monitoring & Case Management. Its NAICS code is 522320 and its SIC code is 6200.