AI data extraction platform

AI data extraction platforms like CodeWords streamline the process of extracting structured data from unstructured sources such as PDFs, emails, and web pages, addressing the limitations of traditional rule-based systems that falter with format variations. By employing large language models (LLMs) and integrating over 500 connectors, CodeWords automates data extraction, ensuring high accuracy and reducing manual entry errors by up to 90% as reported by Deloitte's survey. The platform operates as serverless Python microservices using FastAPI, handling schema validation through Pydantic models and offering confidence scoring to determine when human review is necessary. This approach is particularly effective in scenarios where traditional OCR and IDP platforms struggle, such as with mixed formats and documents requiring contextual understanding. CodeWords' workflows, capable of processing multilingual and scanned documents, allow businesses to efficiently manage high volumes of data without the need for manual transcription, ultimately enhancing productivity by converting unstructured data into actionable insights.

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