document-parsing

To extract structured data from PDFs and images for audit workflows, this skill routes raw documents through OCR or direct AI analysis to generate reliable, structured JSON output. It supports diverse formats including invoices, contracts, and bank statements.

The best way to parse invoices and bank statements into JSON is using automated document routing that directs raw files to the appropriate extraction path. It ensures data integrity through field-level confidence scoring and triggers human review when quality falls below defined thresholds.

Yes, document parsing supports versioned output for traceable investigations by maintaining a strict append-only versioning system. This ensures every change to the parsed structured data is traceable and reviewable.

Confidence scoring during unstructured document extraction works by performing field-level quality assessments on the parsed data. It automatically triggers integrated human review workflows when data quality falls below defined thresholds.

Yes, you can use OCR to process scanned office files into structured formats. The system automatically routes raw documents, including scans and images, to the appropriate extraction path based on the file type.