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