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.
Watch as TrueTrace identifies, extracts, and grounds every field to its exact location on the page. Full traceability, zero black boxes.
Try TrueTraceUpload PDFs or images of your scanned documents
Specify the fields you want to extract
AI extracts values and anchors them to source locations
View annotations and confidence scores
Export structured, auditable results
Process documents with any number of pages seamlessly
Extract exactly what you specify, nothing more
Visual annotations with precise page references
Know exactly how certain each extraction is
Integrate custom validation rules and checks
JSON, CSV, or integrate via API
Our models combine vision, layout understanding, and text reasoning to process documents the way humans do — considering visual structure, not just extracted text.
Every extracted value is spatially aligned to its source location on the document. This isn't post-processing — it's how our models fundamentally operate.
Every extraction includes complete context for verification
{
"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..."
}
]
}Choose the deployment model that fits your security requirements
Fully managed service hosted on secure cloud infrastructure. Quick setup with enterprise-grade security.
Available NowDedicated infrastructure in your preferred cloud provider. Enhanced isolation and compliance.
AvailableFull deployment within your own data center. Maximum control for air-gapped environments.
Coming SoonGovernment forms, permit applications, registration documents
Financial documents requiring accurate data extraction
Technical specifications and blueprint details
Compliance and quality assurance documentation
Historical scanned documents and records
Contracts, agreements, and court filings
See how grounded extraction transforms your document workflow.