NuExtract

NuExtract is a specialized vision-language model (VLM) designed for extracting structured information from documents at scale. It processes PDFs, images, and spreadsheets to automate data-entry tasks, offering a low hallucination rate by explicitly indicating missing data with “I don’t know” responses.

Key Features

• Low hallucination rate with explicit missing-information handling
• Supports multiple document formats: PDF, images, spreadsheets
• Outperforms frontier LLMs/VLMs in extraction benchmarks
• Available as a SaaS API or private on-premise deployment

Use Cases

• Invoice, contract, and form parsing
• Email, resume, and spreadsheet extraction
• Industry-specific extraction for banking, insurance, healthcare, legal, logistics, manufacturing, public sector, defense, energy, HR, marketing, and real estate

Who It’s For

• Organizations needing to automate data entry from unstructured documents
• Teams requiring high-accuracy extraction with minimal hallucination
• Enterprises looking for private, self-hosted extraction solutions

Key Benefits

• Low hallucination rate with explicit "I don't know" capability
• Outperforms frontier LLMs/VLMs in extraction tasks
• Supports multiple document formats (PDF, images, spreadsheets)
• Private deployment option for sensitive data