01
The difficult problem
High-volume, varied vendor documents created slow approvals, duplicate work and weak anomaly detection.
← All systemsSpecialized Intelligence
Finance and document intelligence
AutoBooks
A document-intelligence pipeline that captures financial documents, reconciles them and posts governed entries.
AutonomousPlatformResearch
The brief
Built around the hard part.
02
The intelligence built
Layout-aware extraction and confidence scoring feed three-way matching, exception review and ERP posting.
SectorFinance & Security ↗
System architecture
How the system works.
The model is one layer. The value comes from connecting inputs, intelligence and production action as one accountable system.
- 01
Capture and structure
Acquire and structure the operating signal.
- 02
Match and validate
Transform it through the model, rules and control layer.
- 03
Post and audit
Deliver a decision, artifact or action into production.
In production
Where it runs.
Deployment
Integrated with accounting and enterprise resource planning systems.
What it changes
Humans focus on true exceptions rather than re-keying every document.
Production stack
- Python
- LayoutLM
- OCR
- FastAPI
- PostgreSQL
- ERP APIs