Continuous reconciliation
Ledgers, statements and transaction feeds matched as they arrive, with every exception explained rather than merely listed.
INDUSTRIES · Finance & Accounting
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
Ledgers, statements and transaction feeds matched as they arrive, with every exception explained rather than merely listed.
Each transaction scored in milliseconds against the pattern of your own customers, so the unusual one is held before it settles.
Contracts, invoices, filings and correspondence in Arabic and English read, extracted and checked, with the source line attached to every field.
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
Deployed on your servers, inside your borders. Nothing has to leave the country.
Models trained on Gulf Arabic and English, on your documents and your dialect.
You receive the code, the models and the training. Your team runs it; our engineers stay on call.
A working system on your real data in a month, then a fixed-scope build integrated with what you already run.
ALSO
CONTACT
One briefing, no obligation. A blueprint and a fixed price within seven days.
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