Mirsad AI

AI observatory for sovereign finance that monitors Odoo journal entries, payments and bank statements in real time, flags anomalies, reconciles statements and extracts bilingual invoices with a fully immutable audit trail. Three coordinated agents do the work: an anomaly-detection agent scans every journal entry and payment daily for duplicates, after-hours postings and statistical outliers; a reconciliation agent uses LLM-driven fuzzy matching to align bank statement lines with open invoices, handling Arabic to English vendor name pairs; an invoice extraction agent ingests PDFs and produces draft vendor bills in Odoo with vision-grade field capture, auto vendor matching and GL coding. Connects to Odoo 18 over JSON-RPC in read-only mode by default with no data migration required, runs human approval gates via graph interrupts, and ships explainability panels that answer 'why this decision' for every flag. Built on LangGraph and Claude, deployable to Bedrock, Azure GovCloud or fully on-premises for sovereign-cloud requirements. 94% detection precision and 40x reconciliation speed reported in pilots; bilingual Arabic and English across the UI and the audit log.

• 94% detection precision on journal-entry anomalies
• 40x faster bank statement reconciliation
• Arabic to English fuzzy vendor matching
• Vision-grade PDF invoice extraction with GL coding
• Append-only, immutable audit trail
• Read-only Odoo connection, zero data migration
• Graph-interrupt approval gates for every action
• Deploys to Bedrock, Azure GovCloud or on-prem