INDUSTRIES · Finance & Accounting

Reconciled continuously. Scored in milliseconds.

Finance runs on documents and ledgers that rarely agree with each other on time. We build the models that reconcile them continuously, score a transaction for fraud before it settles, and read the contracts, statements and filings that a team would otherwise read by hand. In Arabic and English, inside your network.

WHAT WE BUILD

Built for the work, not adapted to it.

01

Continuous reconciliation

Ledgers, statements and transaction feeds matched as they arrive, with every exception explained rather than merely listed.

02

Fraud and anomaly scoring

Each transaction scored in milliseconds against the pattern of your own customers, so the unusual one is held before it settles.

03

Document intelligence

Contracts, invoices, filings and correspondence in Arabic and English read, extracted and checked, with the source line attached to every field.

04

Private analyst assistants

A language model hosted inside the institution that answers policy and product questions with citations, and never sends data outside.

IN PRACTICEEvery model is deployed inside your network and documented for your regulator. You receive the code.

HOW IT RUNS

On your infrastructure. Owned by you.

Air-gapped when it has to be

Deployed on your servers, inside your borders. Nothing has to leave the country.

Arabic and English, natively

Models trained on Gulf Arabic and English, on your documents and your dialect.

Source code delivered

You receive the code, the models and the training. Your team runs it; our engineers stay on call.

Thirty days to a prototype

A working system on your real data in a month, then a fixed-scope build integrated with what you already run.

CONTACT

Tell us the mission. We'll tell you how we'd build it.

One briefing, no obligation. A blueprint and a fixed price within seven days.

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Doha, Qatar · Headquarters
Dubai, UAE · Regional Office

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