Document Extractions

OCR AND VLM FOR DOCUMENT EXTRACTION IN 2026

OCR is still king for speed + scale + cost in 2026 — huge market, unbeatable for high-volume clean-text extraction, and the reliable backbone of automation. VLMs are exploding in capability and intelligence — eating into advanced document AI, visual agents, and anything that needs real "understanding" instead of just "reading". Most winning real-world systems in 2026 are hybrids: OCR for fast bulk extraction → VLM for validation, context, complex layout, reasoning, and structured output.