Built on a foundation of trust and transparency
Vision Language Models like GPT-5.2 and Gemini can read documents, but they treat extraction as a black box. They provide answers without showing where they found them — no coordinates, no visual proof, no way to verify.
Roysa is built around traceability. We don't just tell you what we found — we show you exactly where we found it, why we're confident, and how you can verify it yourself.
Every extraction decision is transparent. See the reasoning, not just the result.
Visual grounding means every value points back to its source on the document.
Built from the ground up to support human verification and audit requirements.
Engineered to handle noisy scans, skewed images, and imperfect documents.