The finance brain behind every Bizos agent.
A domain-tuned reasoning model, an independent verifier, and distilled task models — self-hosted on our own GPUs, so your ledger never leaves the boundary.
p99 < 2s on sync requests · 10–100× cheaper on hot paths
Why this exists.
General LLMs are expensive, slow, and unreliable on the work that runs a business: double-entry accounting, revenue recognition, accruals, FX. A wrong number is a material misstatement, and renting frontier tokens for every journal entry makes margin and latency impossible.
Built for the job, not the demo.
Domain model
Tuned for GL, AP/AR, the close, rev-rec, FX and intercompany.
Independent verifier
Checks every output, scores confidence, and abstains when unsure.
Distilled task models
Run 10–100× cheaper than frontier models on the hot paths.
Private by default
Per-tenant isolation, with VPC and air-gapped serving for regulated teams.
Constrained decoding
Schema-valid, arithmetic-safe outputs. No malformed entries.
Data flywheel
Every approval and override becomes training signal. Accuracy climbs monthly.
See Ledgra run on your data.
Bring a redacted GL or a sample batch. We’ll show you a live run end-to-end.