Invoice Line-Item Extraction Agent
Extracts hierarchical objects from invoice lines, pairing each order number with its date and item.
The business process
Classification and structured extraction of complex information from invoices, orders and delivery notes for multiple assignors.
What the agent reads
- Invoices, orders and delivery notes in digital format
What it produces
- Header data: identities, tax and financial fields
- Complex objects from document lines, including the hierarchical pairing of order number and order date
How it works
Object extraction identifies hierarchically related entities inside lists and tables. Human-in-the-loop review corrects errors and feeds model retraining.
Runs on
- Domain-tuned SLM/LLM/VLM serving
- Human-in-the-loop review
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