Flagship Product

TrueTrace

Extract. Ground. Verify.

TrueTrace is Roysa's document understanding engine for extracting structured data from scanned documents while preserving full traceability to the original source.

How It Works

1

Upload

Upload PDFs or images of your scanned documents

2

Define Keys

Specify the fields you want to extract

3

Extract & Ground

AI extracts values and anchors them to source locations

4

Review

View annotations and confidence scores

5

Export

Export structured, auditable results

Core Capabilities

Multi-page Support

Process documents with any number of pages seamlessly

Key-Conditioned Extraction

Extract exactly what you specify, nothing more

Bounding Boxes

Visual annotations with precise page references

Confidence Scoring

Know exactly how certain each extraction is

Validation Hooks

Integrate custom validation rules and checks

Flexible Export

JSON, CSV, or integrate via API

Output Format

Every extraction includes complete context for verification

extraction_result.json
{
  "extractions": [
    {
      "key": "GRANTOR",
      "value": "John Smith",
      "bounding_box": [120, 340, 280, 365],
      "page": 1,
      "confidence": 0.98,
      "evidence": "...recorded by John Smith..."
    },
    {
      "key": "EFFECTIVE_DATE",
      "value": "2024-03-15",
      "bounding_box": [450, 520, 560, 545],
      "page": 1,
      "confidence": 0.95,
      "evidence": "...effective March 15, 2024..."
    }
  ]
}

Use Cases

Forms & Applications

Government forms, permit applications, registration documents

Invoices & Receipts

Financial documents requiring accurate data extraction

Engineering Drawings

Technical specifications and blueprint details

Inspection Reports

Compliance and quality assurance documentation

Legacy Archives

Historical scanned documents and records

Legal Documents

Contracts, agreements, and court filings

Experience TrueTrace

See how grounded extraction transforms your document workflow.

Request Access