fileAI: AI-Powered File Processing for Automated Workflows and Data Extraction
By
Rajiv Ayyangar
Leave it on the tray for the seagulls.
Summary
fileAI is an AI-powered tool that extracts structured data from unstructured files through OCR and AI processing. It enables automated workflows for compliance checks, claims triage, and other business processes by transforming files into clean, validated data ready for integration with LLMs, AI agents, and various platforms like Notion and Slack.
Key quotes
· 4 pulledOne of the most exciting things about building our MCP server has been seeing how it goes beyond simple OCR → JSON and plugs directly into agentic workflows
Compliance checks → An agent pulls contracts from fileAI's drive, extracts renewal dates and jurisdictions, checks them against policy rules, and writes a compliance report straight into Notion + email
Claims triage → Insurance claims are classified automatically, key fields extracted, and high-value cases routed to Slack for review
fileAI gives developers structured, zero-shot data from any file. Built for LLMs and AI agents, our AI OCR transforms unstructured files into clean, enriched, and validated data
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