LedgerLens

Intelligent document processing & financial anomaly detection

Waking serverOffline engine

Ingestion edge

Drop a document. Watch it clear the pipeline.

LLMs extract, code verifies. The model never checks its own math — a deterministic layer does, and anything that fails routes to the review queue instead of the database.

Drop an invoice, receipt or contract

PDF, PNG or JPEG · up to 10 MB · scans and phone photos welcome

01Ingest

SHA-256 hash · idempotency key

02Route

cost-aware routing

03Extract

schema-forced tool use

04Validate

Pure Python · never an LLM

05Screen

Duplicates · z-scores · terms

06Ledger

Postgres · append-only audit

Six stages, driven by the append-only audit log

Ledger

Vendor spend

Human in the loop

Anomaly review queue

Ledger

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