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Quickly transform documents into agent-ready data

Multi-pass agentic processing with intelligent self-correction consistently reads even the most complex documents. Configure once through AI collaboration, automatically handles all variations across languages and formats.

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PROBLEM AND KEY BENEFITS

Automate and optimize manual document processing

Manual document work can be time consuming and tedious. Configure intelligent processing with AI collaboration, deploy automated workflows without dependencies on IT.

AI-guided configuration
AI-guided configuration

Configure document processing through AI collaboration, eliminate IT dependencies.

Agentic processing
Agentic processing

Intelligent self-correction reads documents with near-perfect accuracy.

Automatic adaptation
Automatic adaptation

System processes variations automatically, you only review exceptions.

DataFrame integration
DataFrame integration

Extracted data immediately becomes agent ready tables for query and analysis.

AI-GUIDED DATA MODEL CREATION

Streamline configuration using AI

AI-driven interface that detects data fields automatically while users provide business context through natural language guidance.

  • Side-by-side collaboration where AI detects fields and users provide business context.

  • Learning capability creates increasingly accurate models for your documents.

  • Natural language quality checks ensure extraction accuracy through natural language quality checks.

MULTI-PASS AGENTIC PROCESSING

AI agents that read and correct documents

Advanced multi-pass system combines computer vision with intelligent error correction for high accuracy on complex documents.

  • Layout-aware processing captures document structure with precise bounding boxes and regions.

  • Support for 100+ languages including mixed-language content with consistent accuracy.

  • Agents self-correct and fix errors like an editor in real-time.

AUTOMATIC LEARNING AND ADAPTATION

Automatically handle document variations

Leverages collective knowledge to process new documents automatically, only requesting human assistance for exceptions.

  • Collective intelligence applies knowledge from similar configurations to new document variations.

  • Exception-only intervention means you only review documents the system cannot process automatically.

  • Continuous improvement reduces manual intervention over time while maintaining accuracy standards.

AGENT-READY DATAFRAME INTEGRATION

From document to agent data instantly

Document data automatically transforms into queryable DataFrames that agents can analyze, join, and use for complex automation.

  • Immediate availability – extracted data becomes structured DataFrames without additional transformation steps.

  • Mathematical precision uses SQL for all calculations, eliminating LLM errors for accurate financial analysis.

  • Agent-ready format enables sophisticated reasoning, analysis, and joining with other enterprise data sources.

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