Hybrid VLM + algorithmic OCR for enterprise-grade document understanding. Extract tables, key-value pairs, and handwriting from any document — with deterministic accuracy that pure LLMs can't match.
The hybrid approach
Vision Language Models excel at understanding layout and context. Traditional algorithmic OCR delivers character-perfect accuracy. Nutrient's Vision API combines both — VLM intelligence for structure recognition, algorithmic precision for text extraction. The result: enterprise-grade accuracy without hallucination.
Understands document layout, table boundaries, form structure, and reading order — even in complex multi-column layouts.
Character-level text recognition with deterministic results. No hallucinated text, no probabilistic guessing — exact extraction every time.
Combines structural understanding with precise extraction. Cross-validates results for confidence scoring you can trust in production.
Built for AI agents
AI agents need to understand documents before they can act on them. Vision API provides the structured extraction layer that turns opaque PDFs, scans, and images into data your agents can reason about.
Pair with Nutrient's full document processing stack — redaction, signing, form filling, conversion — to close the Read-Write Gap completely.
Contact us for details and we will notify you when Vision API is ready for integration.
