Financial & accounting automation
An accounting core designed around agents rather than forms: a deterministic transactional ledger at its centre, a document-processing pipeline beside it, and the language model behind a boundary where it reaches data only through defined tools carrying that user's own permissions.
The problem it solves
Conventional accounting systems only store and retrieve data, and every new automation means writing more code inside the core. Wiring a language model straight into a financial database is the opposite risk: hallucination, exposure of sensitive records and bypassed permissions — all on data that has to stay auditable.
The solution
The transactional core implements double-entry bookkeeping with row-level locking and inflight documents, so balances cannot drift under concurrent load. The AI layer stays separate and talks to that core only through the Model Context Protocol and a set of constrained tools; every call is evaluated against the requesting user's own permissions and written to the audit trail.
Every transaction has a source and a destination and always balances; row-level locking rules out silent drift in the books.
An invoice image becomes structured line items through OCR and language processing, with a confidence score on every field.
A document extracted with low confidence is held as inflight instead of posted, waiting for an accountant to confirm it.
Bank lines are matched against internal records by fuzzy-matching their descriptions, and confident matches settle automatically.
Commission, discount ceilings and sales rules are written as prioritised when/then rules, without touching core code.
The finance assistant never touches the database directly; it calls defined tools carrying the requesting user's permissions, and every call is logged.
For an organization with a conventional structure, a base rollout takes two to six weeks. Data migration from a previous system and custom modules extend that window.
Yes. Both on-premise and cloud deployment are supported, and the choice does not affect licence pricing.
Yes, through REST APIs and standard web services. For legacy systems a dedicated integration layer is designed.
Under an annual service-level agreement covering business-hours support, defect resolution and periodic version updates.