FOCAL by MOZN Agentic AI vs ThetaRay Ray
Quick answer
FOCAL by MOZN Agentic AI (AML and fraud investigation agents) (MOZN) and ThetaRay Ray (agentic AML investigation suite) (ThetaRay (ThetaRay Ltd.)) are both listed in the Risk category of Agent Index.
They share no framework tags in our dataset.
This is not a ranking.
FOCAL by MOZN Agentic AI (AML and fraud investigation agents) (MOZN) and ThetaRay Ray (agentic AML investigation suite) (ThetaRay (ThetaRay Ltd.)) are both listed in the Risk category of Agent Index. They share no framework tags in our dataset.
| Field |  FOCAL by MOZN Agentic AI (AML and fraud investigation agents) |  ThetaRay Ray (agentic AML investigation suite) |
|---|---|---|
| Vendor | MOZN | ThetaRay (ThetaRay Ltd.) |
| HQ | Saudi Arabia · Middle East | Israel · Middle East |
| Primary category | Risk | Risk |
| Also listed in | Risk, Compliance | Risk, Compliance |
| Summary | Financial-crime platform from Riyadh-based MOZN whose built-in agentic AI triages AML alerts, summarises cases, recommends dispositions, auto-closes low-risk or duplicate cases and drafts SARs, alongside a Fraud Investigation Agent; humans keep consequential decisions. | AML investigation suite inside ThetaRay's Investigation Center, working on top of ThetaRay's transaction monitoring. Ray analyses each alert end to end (case data, customer and counterparty behaviour, KYC/profile alignment, jurisdictions, related past alerts), produces a full investigation report with a narrative, explained decision and recommended next steps, and gives analysts an on-demand assistant; analysts make the final decision. |
| Frameworks (vendor-stated) | — | — |
| Frameworks (vendor-claimed) | — | — |
| Capabilities / tasks | aml, case investigation, sar narratives, fraud detection, kyc, alert triage | aml, case investigation, alert triage |
| Pricing (as published) | Not published (demo request on getfocal.ai, checked 2026-10-25) | Not published |
| Pricing model | quote | quote |
| Primary source | https://www.getfocal.ai/use-cases/suspicious-transaction-monitoring | https://thetaray.com/ray-the-agentic-ai-aml-investigation-suite-that-transforms-case-resolution/ |
| Last checked | 2026-10-25 | 2026-10-21 |
| Official site | https://www.getfocal.ai/ | https://thetaray.com/ray-the-agentic-ai-aml-investigation-suite-that-transforms-case-resolution/ |
FAQ (from this dataset)
What is the difference between FOCAL by MOZN Agentic AI and ThetaRay Ray?
Both are listed under Risk. Shared tasks: aml, case-investigation, alert-triage. FOCAL by MOZN Agentic AI-only tasks: sar-narratives, fraud-detection, kyc. ThetaRay Ray-only tasks: none. Differences are from stored category and task tags, not a ranking.
Which one publishes pricing?
FOCAL by MOZN Agentic AI (AML and fraud investigation agents): Not published (demo request on getfocal.ai, checked 2026-10-25) ThetaRay Ray (agentic AML investigation suite): Not published
Where are FOCAL by MOZN Agentic AI and ThetaRay Ray headquartered?
FOCAL by MOZN Agentic AI (AML and fraud investigation agents) publishes HQ in Saudi Arabia. ThetaRay Ray (agentic AML investigation suite) publishes HQ in Israel.
Side-by-side data is generated from the open dataset. “Vendor-claimed” frameworks are as marketed by each vendor and not verified by Agent Index; framework tags indicate relevance, not certification. Request current quotes from each vendor before buying. This page does not rank or score vendors. Sponsored comparisons, if any, will be labelled.
Also in this use case
Other verified listings that share a task tag or use-case group with FOCAL by MOZN Agentic AI (AML and fraud investigation agents) or ThetaRay Ray (agentic AML investigation suite). Open a pair page or the use-case table — this is not a ranking.
- Napier AI Continuum responsible agents (screening alert triage and auto-clearing) — Configurable AI agents in London-based Napier AI's Continuum financial-crime platform. In Client Screening and Transaction Screening, compliance teams build and tailor 'responsible agents' in a no-code sandbox and choose how much autonomy to hand over, from flagging sanctions, PEP and adverse-media matches for review to clearing known patterns automatically before they reach a queue, with every agent action explained and captured in the audit trail. · Napier AI Continuum responsible agents (screening alert triage and auto-clearing) pair comparison
- SOCRadar AI Agents (specialist threat-intelligence, attack-surface, digital-risk and alarm-triage agents) — Roster of specialist agents inside the SOCRadar threat-intelligence platform: customers deploy agents, set each one's skills, scope and access, and green-light sensitive steps. Agents cover threat-actor and ransomware intelligence, detection-rule writing, IoC enrichment, identity/credential exposure, vulnerability analysis, brand and dark-web monitoring, phishing-domain hunting, external attack surface and Shodan recon, and alarm triage that records verdicts and asks before changing an alarm's status.
- Strike48 agentic SecOps platform (pre-built SOC agent team and no-code agent builder over federated logs, cloud or air-gapped on-prem) — Agentic orchestration platform for SOC and IT teams from the company behind the Devo log platform: purpose-built micro agents triage and investigate alerts, analyse phishing, hunt threats, write and tune detections and help with compliance over logs queried in place across SIEMs and data lakes, with configurable human approval and an audit trail; available as SaaS, isolated compute or an air-gapped on-prem appliance.
- Trulioo UBO Discovery Agent (agentic beneficial-ownership research inside KYB) — Agentic AI inside Trulioo's KYB verification workflow from Vancouver-headquartered Trulioo. When registries run out, the UBO Discovery Agent researches filings, disclosures, legal and public records, OSINT and verified third-party databases, reaches registries without API connectivity in real time, reconstructs the beneficial-ownership chain with jurisdiction-specific control logic, cites every finding and reports gaps instead of guessing. · Trulioo UBO Discovery Agent (agentic beneficial-ownership research inside KYB) pair comparison
Use-case comparisons
- AML and transaction-monitoring AI agents — 57 listings (Anti-money-laundering, transaction monitoring and financial-crime investigation)
- KYC and identity AI agents — 48 listings (Know-your-customer, identity verification and onboarding)
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