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The tech shaping the Middle East

The numbers the world computes with reached the West through this region. MindEast believes it will lead again.

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        Saudi Arabia

        Mozn's FOCAL software scores bank customers and transactions for money-laundering risk

        Mozn, a Riyadh company, sells banks FOCAL, which combines rules, machine learning and an AI agent. Most results below, such as the $5 million and 38% figures, come from Mozn or its own channels.

        What FOCAL does

        FOCAL is a platform Mozn sells to banks. According to Mozn, it puts machine learning models, a rules engine that can be changed over time, and agentic AI into one system. The system screens transactions and flags those that look suspicious.1

        Mozn says FOCAL is designed to catch specific laundering patterns. It names layering, pass-through transfers and structuring, and says it does this by combining rules with machine learning.2

        Customer profiles and networks

        Mozn says FOCAL builds a risk profile for each customer and ties transaction monitoring to that profile. In practice, the same activity can be judged differently for different customers.2

        According to Mozn's own page, the fraud module does more than check single payments. Mozn says it links people, companies, accounts and activities into networks. Its FOCAL Anti-Fraud product also checks a payee's identity by comparing the entered data with the records of the destination account.3,4

        Sorting alerts

        Monitoring systems produce alerts that staff must review. According to the FOCAL website, the platform has a built-in agentic AI feature that automates alert triage and auto-closures.5

        Customers, results and recognition

        Mozn is headquartered in Riyadh and, according to a release on PR Newswire, serves customers across the region and beyond. On 11 March 2026 it announced a partnership with D360 Bank, a Saudi digital bank, to deploy FOCAL in Saudi Arabia.6,7

        Mozn says FOCAL helped one leading GCC bank prevent roughly $5 million across more than 16 fraud typologies. A FOCAL blog says a leading Saudi bank using Mozn's delivery model reduced fraud losses by 38%.3,8

        A PR Newswire release says Chartis named FOCAL a Category Leader for AML and KYC, one of only 10 vendors worldwide.9

        What could not be verified

        • The $5 million prevented across more than 16 fraud typologies is Mozn's own figure, and the GCC bank is not named.
        • The 38% fall in fraud losses comes from a FOCAL blog. The bank is not named and the period and baseline are not given.
        • Whether the results at the Saudi bank came from FOCAL itself or from Mozn's wider delivery model is not stated.
        • How much alert closing the AI agent does, and how accurate its triage is: the FOCAL site describes the feature but gives no figures.

        Sources

        1. Mozn (FOCAL product page)
        2. Mozn (FOCAL transaction monitoring page)
        3. Mozn (mozn.ai/focal)
        4. Mozn (mozn.ai blog)
        5. getfocal.ai (FOCAL by MOZN)
        6. PR Newswire (HUMAIN investment release)
        7. Mozn (mozn.ai blog),
        8. getfocal.ai (FOCAL by MOZN blog)
        9. PR Newswire

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        Building it, or backing it?

        MindEast explains how the region's technology works, one fact-checked story a day, and introduces founders to the investors who fit them, from Casablanca to Beirut to Riyadh.

        About MindEast

        MindEast explains how the Middle East's technology works: a short explainer every day on Instagram, the full story behind each one here, and every Monday the region's startup funding rounds. The Launchpad introduces founders to the investors who fit them.

        Why MindEast

        In 1202, a merchant's son in Pisa finished a book that changed how Europe counted. He had learned the digits zero to nine in Béjaïa, a trading port on the Algerian coast where his father worked. The numbers the world computes with reached the West through this region, along the same trade routes that once carried the Phoenician alphabet across the Mediterranean.

        Somewhere along the way, the region started exporting its builders. Its engineers left for Silicon Valley, and its founders moved their companies abroad to be taken seriously. Now the tide is turning back East.

        MindEast's biggest bet is the region itself.

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        Every story is written from the facts checked for its Reel, and every claim has a numbered source. A company's claims about its own product are labeled as the company's, and a fact that only one source gives says so. The same rules apply to every country covered.

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        Last updated 28 October 2026.

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