Automated audit of public procurement

A sovereign audit prototype on real public-procurement data: enforceable rules, an evidence file per alert, 100% local OCR.

The context

An in-house research prototype by The Swarmers, built on publicly available data from Morocco's public procurement portal
Hundreds of tender notices to analyze, with attachments in heterogeneous formats (scanned PDFs, spreadsheets, annexes)
Compliance checking done by hand can only ever cover a fraction of the files
Sovereignty requirement: no data may leave the infrastructure

Automated collection (web scraping) of tender notices and their attachments
Document intelligence: 100% local multi-modal OCR, zero cloud calls, structured extraction of every document
Deterministic rules engine, mapped article by article to Moroccan decree no. 2-22-431
An “evidence file” per alert: source, SHA-256 fingerprint, article invoked, expected value vs observed value
Human review built into the flow: the system prepares and documents, a human validates before any decision

Every anomaly is traceable and enforceable, backed by the article of the decree it breaches
An end-to-end verifiable chain of evidence, from source document to alert (SHA-256 fingerprint)
Sovereign AI: on-premise processing, no data sent to any third party
Data governance secured by a complete, reproducible audit log

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