The model never owns a number
Deterministic code — Python, SQL, statistics — is the sole source of truth for every figure and flag. Switch the model off and every number is unchanged.
Digital Workforce → Finance Audit Agent
Part of Diraya's Digital Workforce, deployed on your own premises, inside your data boundary. The Finance Audit Agent is a read-only forensic exception engine for the pre-close window: it reads the group's general ledger across every legal entity and runs a battery of deterministic tests — duplicate journals, round-number and just-below-threshold clustering, back-dated and post-period postings, sequence gaps, intercompany breaks, and Benford's-law analysis — then hands the controller a ranked, drill-through exception queue to disposition item by item. It never posts, edits, blocks or files; a human confirms everything.
Deterministic code — Python, SQL, statistics — is the sole source of truth for every figure and flag. Switch the model off and every number is unchanged.
It never posts, edits, blocks or files. You get a ranked exception queue and disposition every item yourself.
It runs inside your own data boundary — the books, the analysis and the model all stay on-site, and nothing phones home.
Every flag drills through to the ledger rows it came from; the important steps are written to logs a reviewer can inspect.