Extract structured data from PDFs and images — with every value traceable to its source.
Roysa helps organizations turn scanned documents into auditable, structured data using visually grounded AI.
Attention Is All You Need
Abstract: The dominant sequence transduction models are based on complex recurrent or convolutional neural networks that include an encoder and a decoder. The best performing models also connect the encoder and decoder through an attention mechanism. We propose a new simple network architecture, the Transformer, based solely on attention mechanisms, dispensing with recurrence and convolutions entirely...
Our model achieves 28.4 BLEU on the WMT 2014 Englishto-German translation task, improving over the existing best results, including ensembles, by over 2 BLEU....
Extract data from any document in four simple steps
No rigid templates. Define exactly what you need to extract from your documents.
Every extracted value is anchored to its exact location on the document.
Built-in confidence scoring and validation layers for reliable extraction.
Seamlessly integrate human review for edge cases and quality assurance.
Extract. Ground. Verify.
TrueTrace extracts user-defined fields from scanned documents and visually annotates each value at its original location for full transparency and auditability.
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Extract critical information with full audit trails.
Digitize technical drawings and inspection reports.
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