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TRU.Scribe

TRU.Scribe is ATNA’s intelligent data extraction and document processing engine. It goes beyond standard OCR by using deep learning to understand document structure and context, enabling it to extract structured data from complex financial documents like bank statements, invoices, and tax returns (ITR).

Why TRU.Scribe?​

  • Intelligent OCR++ — extract data from unstructured documents with high accuracy.
  • Financial document expertise — optimized for Indian bank statements, e-ITR, and GST invoices.
  • Automated reconciliation — extract tables and line items for automated accounting and credit assessment.
  • Multilingual support — processes documents in multiple languages and scripts.
  • Error resilience — handles low-resolution scans, slanted images, and handwritten annotations.

Capabilities​

1. Structure Discovery​

Automatically identifies document sections, tables, and key-value pairs without pre-defined templates.

2. Table Extraction​

Accurately extracts multi-page tables from bank statements and invoices into JSON/CSV formats.

3. Financial Intelligence​

Built-in logic to parse and validate PAN, GSTIN, and transaction dates within financial documents.

4. Cross-Document Validation​

Match data points across different documents (e.g., verifying Name on an ITR matches the PAN card).

How It Works​

  1. Upload a financial document (PDF, PNG, JPEG) to the TRU.Scribe endpoint.
  2. AI identifies the document type and initiates the appropriate extraction model.
  3. Structured data is extracted, including all line items and header information.
  4. Returns a structured JSON response with a confidence score for each extracted field.

Use Cases​

1. Digital lending and credit assessment Extract transaction history from bank statements to calculate credit scores and income stability.

2. Automated invoice processing Process thousands of invoices automatically for accounts payable systems with no manual data entry.

3. Insurance underwriting Extract and verify hospital bills and medical reports for faster claim processing.

4. Tax compliance automation Verify ITR filings and GST returns for business onboarding and audit preparation.

View API Reference →