Extract structured data from hundreds of unstructured PDFs, receipts, or contracts reliably and accurately.
“Extract vendor name, invoice date, line items, VAT, and total from 250 scanned PDF vendor invoices.”
A normalized JSON/CSV export of all extracted fields with a confidence score and anomaly flag for human review.
Batch file intake → layout OCR & parsing → schema validation → anomaly detection → clean export
01 Intake Files
Batches 250 multi-page PDF documents from cloud storage.
02 OCR & Parse
Extracts tabular rows and key-value pairs regardless of varying layout formats.
03 Validate Mathematics
Checks that sum of line items + tax precisely equals invoice grand total.
04 Flag Discrepancies
Routes the 4% of invoices with unreadable scans to a human exception queue.
05 Export Data
Emits clean, normalized CSV ready for ERP import.
Intake Files
Batches 250 multi-page PDF documents from cloud storage.
OCR & Parse
Extracts tabular rows and key-value pairs regardless of varying layout formats.
Validate Mathematics
Checks that sum of line items + tax precisely equals invoice grand total.
Flag Discrepancies
Routes the 4% of invoices with unreadable scans to a human exception queue.
Export Data
Emits clean, normalized CSV ready for ERP import.
The task is understood, relevant context is loaded, and work is dynamically routed to the combination of specialized intelligence best suited to it.
Before Execution
Specialized Intelligence Cluster
Output Validation
Continuous cross-check → fact verification → finished result
250 invoices processed in 3 minutes with 99.2% field extraction accuracy.
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No model hunting. No workflow planning. Just tell us what you need accomplished.
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