Document Intelligence delivers unrivaled extraction accuracy with 15-minute configuration
You’ve been trying to automate document processing for years. Despite countless attempts with OCR tools, RPA systems, and document AI platforms, you still have teams manually extracting data from PDFs, inputting information into spreadsheets, and cross-referencing across systems. The reason is simple: none of these solutions delivered the accuracy your business requires. Traditional document AI achieves inconsistent results that make automation impossible for mission-critical workflows, while complex technical platforms require months of developer work that creates more problems than it solves.
The breakthrough has finally arrived. Sema4.ai Document Intelligence, powered by the latest reasoning models and seamless DataFrames integration enables agents to process your most complex documents with mathematical precision. Unlike developer-centric platforms that solve the OCR problem but create an application development problem, our AI-guided system empowers business users to configure sophisticated document processing in minutes—not months. This fundamental shift makes document automation accessible to the people who understand the business context best.
Document Intelligence delivers what enterprises need most: a solution that’s Secure, Accurate, Fast, and Extensible—the SAFE foundation that makes enterprise AI agents truly viable for document processing.
Business users finally take control
The fundamental breakthrough of Document Intelligence lies in eliminating technical dependencies. Traditional document AI platforms force enterprises to choose between limited cloud APIs or months of custom development. Our AI-guided approach lets business users configure processing themselves while maintaining complete control over their data.

Business users who understand document variations and quality requirements can directly configure data quality checks through natural language collaboration with AI—no need to translate requirements to internal development teams or wait for IT resources. This eliminates the delays and complexity that come from requiring internal developers to build custom applications and manage lengthy implementation cycles.
Breakthrough accuracy through intelligent processing
Where traditional document AI delivers inconsistent results that make automation impossible for mission-critical workflows, Document Intelligence achieves mathematical precision through our multi-pass agentic processing architecture. The system combines layout-aware models for document structure, vision-language models for contextual interpretation, and agentic OCR that automatically detects and corrects errors like a human editor.
This multi-layered approach delivers unrivaled accuracy even on documents that cause traditional solutions to fail: 200+ page invoices with dense tables, handwritten forms, and poor-quality scanned documents where competitors achieve accuracy rates below 50%. The precision transforms document processing from a best-effort capability into a reliable foundation for automated workflows.
While traditional OCR systems extract incomplete or incorrect table data—missing critical rows or misaligning columns—Document Intelligence captures every line item with mathematical precision. This reliability transforms document processing from a best-effort capability into a foundation for automated financial reconciliation and compliance workflows.
From months to minutes: deployment that actually works
Business users can configure how documents should be understood with AI guidance, delivering dramatic improvements in time-to-value. This speed advantage compounds through automatic adaptation—business users teach our AI once through collaborative refinement, then the system applies that knowledge across document variations without additional setup.
The result: same-day automation deployment instead of months-long development projects. Business teams can automate document workflows the day they decide to implement them, eliminating the IT bottlenecks that have historically prevented document automation adoption.
Complete workflow transformation through agent integration
Document Intelligence doesn’t just extract data—it transforms documents into agent-ready information. Document Intelligence handles the full spectrum of enterprise documents—from standard PDFs and spreadsheets to challenging scanned images, handwritten forms, and multilingual presentations. This universal processing capability means agents can work with any document type in your enterprise without format-specific configurations or processing limitations.
Extracted information automatically becomes structured DataFrames that agents can immediately query, analyze, and join with enterprise databases for sophisticated business process automation. This integration capability differentiates Document Intelligence from standalone document AI tools. While competitors require custom development to connect extracted data with business applications, our system enables complete workflow automation from day one. Invoice reconciliation, contract clause analysis, compliance validation—workflows that require extensive custom development with traditional platforms become turnkey capabilities.
Business users can define validation rules in plain English, ensuring extraction accuracy through business logic rather than technical configurations. This means document processing transforms from an isolated task into integrated business intelligence.
Why Document Intelligence wins
Document Intelligence represents a fundamental reimagining of document automation accuracy and accessibility. While traditional solutions force enterprises to choose between limited cloud APIs that achieve 40-75% accuracy or months of custom development, our AI-guided approach delivers industry-leading extraction accuracy with business-user configuration in minutes.
Companies like Koch Industries and Emerson have already transformed their document workflows, achieving substantial ROI by eliminating manual processing teams while improving accuracy. They chose Document Intelligence not just for superior technology, but for the business-user empowerment that makes document automation sustainable and scalable.
The breakthrough means enterprises can finally automate their most challenging document workflows with confidence—from 200+ page invoices to handwritten forms-with mathematical precision and business-user control. Experience the difference that 100% accuracy makes in your document automation initiatives.
Blog: Breakthrough Innovations Deliver Accurate and Deterministic Enterprise AI Agents
Learn more about Document Intelligence