
Marble Case Manager
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| Fact | Marble Case Manager | ThetaRay RAY Platform |
|---|---|---|
| Company | Marble SAS lists its address as 3 Boulevard de Sebastopol, 75001 Paris, France; a company profile states it was founded in 2023 and is based in Paris. | ThetaRay’s about page describes its SaaS financial crime compliance solutions for banks, fintechs, payment service providers, and other financial institutions. |
| Headquarters | Paris, France | Hod HaSharon, Israel |
| Intended users | Marble describes its platform as designed for banks, fintechs, crypto exchanges, and companies moving money as a core business. | The product is aimed at financial crime investigation, transaction monitoring review, AML operations, QA/QC, audit, model risk oversight, and regulatory engagement teams. |
| Purpose | Marble Case Manager replaces fragmented tools, spreadsheets, and manual processes with an AI-powered case management product for fraud and AML investigations. | RAY is an agentic AI suite for accelerating and standardizing AML case investigations. |
Marble is aimed at banks, fintechs, crypto exchanges, and companies whose core business involves moving money. It may suit investigation teams that need case information, alert analysis, reporting, and workflow controls in one product.
RAY is aimed at financial crime and AML teams at banks, fintechs, payment service providers, correspondent banks, remittance companies, and digital banks. Its stated use cases also include audit, model risk oversight, and regulatory engagement.