Marqib reads the end-of-day trade, order, funding and login files a broker already produces, runs market-abuse and money-laundering rules across the whole book, and hands the MLRO complete case files by morning: matched trades, shared beneficial owners, funding sources, rebate exposure and a draft report. Deployed in the broker's own cloud account; no client data leaves.
Wash trades hide between accounts that share a passport, a device or a funding IBAN. Finding them means joining the trade file to KYC and to deposits for every client, every night. Marqib does that join and shows its work.
Volume-based rebates make matched trading profitable. Marqib links the flagged volume to the introducing partner's rebate ledger, so the case file states what the IB earned and the MLRO can decide with that number in front of them.
SPK, MASAK, DFSA and CMA expect a filing that cites records, not impressions. Every sentence in a Marqib draft cites an evidence row; the pack is hashed; the goAML XML is prepared. The reviewer approves, edits or declines; nothing is filed without a named person.
Rules are deterministic and tunable per firm. A language model never decides what is suspicious; where enabled, it only rewrites the reasoning from the same evidence table.
Marqib reads CSV exports every broker already produces from MT4/MT5, the CRM and the payment gateway. A pilot starts on last quarter's history the day the files arrive.
Cases ranked by severity, with holds already placed on pending withdrawals where the rule warrants it.
Why it was flagged, every evidence row, the subject's recent transactions, and the draft narrative; rule text and model text side by side.
Evidence pack with SHA-256, goAML XML for the UAE, MASAK format for Türkiye on the roadmap, and a hash-chained audit log of every decision.
Installation in the broker's cloud account in week one; calibration on last quarter's files; live overnight queue from week seven. Three measures agreed in advance: reviewer hours per alert, STR turnaround, and matters the existing process did not find.
Fixed pilot fee
Credited against the first-year licence on continuation.