Kodexa is an AI-powered document processing platform that transforms unstructured documents into high-quality structured data. By seamlessly integrating AI capabilities with robust document processing infrastructure, Kodexa enables organizations to efficiently extract, process, and manage information from their documents.

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Core Platform Concepts

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Document Processing & AI Integration

  • Documents are parsed into standardized structures that can be processed by various AI models
  • Generative AI capabilities are deeply integrated to handle unstructured data, tabular content, and even low-quality scans
  • The platform is model vendor-agnostic, allowing you to use the best AI models for specific use cases
  • Built-in guardrails ensure data lineage and quality

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Task-Based Architecture

The platform is built around the concept of Tasks, which provide:
  • A framework for AI/human collaboration
  • Context for processing multiple related documents
  • Integration points for workflow management
  • Support for comments, assignments, and progress tracking

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Infrastructure Components

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Core Services

  • Operational Data Store for managing metadata, lineage, and orchestration
  • Event-bus infrastructure for scalable processing
  • S3-based Storage Layer for Data Lake capabilities
  • OpenSearch Index Services for monitoring and reporting

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Developer Tools

  • RESTful API supporting all platform capabilities
  • Python SDK for easy integration
  • Studio interface for designing, testing, and debugging implementations
  • Workflow interface for managing human-in-the-loop tasks

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Platform Features

  • Rich Human-in-the-Loop tools with feedback mechanisms
  • Powerful validation and rules engine
  • Comprehensive logging and analytics
  • Blue/Green deployment support for AI models
  • Event-based processing architecture