Ragie: RAG Context Engine releases Agentic OCR and MCP Bridge, passes four enterprise compliance certifications

Ragie recently launched two new capabilities: Agentic OCR document parsing and MCP Bridge context protocol interface, and disclosed that it has passed four compliance certifications of SOC 2 Type II, GDPR, HIPAA, and CCPA, and the official SLA promises 99.9%+ service availability.

Product positioning: not just a vector library

Ragie defines itself as a "Context Engine" rather than a "vector database" or "retrieval service". This difference is very important: The vector library solves "how to save", and the Context Engine solves "how to give the right information to the Agent in the right format at the right time".

Official website documents show that Ragie’s core capability links are:

• Data connection (native connectors such as Google Drive, Notion, Confluence, Slack, etc.)
• Document parsing (including the newly launched Agentic OCR)
• Hybrid index (Vector + Keyword + Summary three-way concurrency)
• Agent retrieval (supports direct access to MCP Bridge)

Agentic OCR: Parse tables, forms, charts and preserve coordinates

The core features of the newly released Agentic OCR function: it not only outputs text, but also outputs structured elements (tables, forms, charts, key-value pairs) with precise boundary coordinates, making it easier for downstream systems to trace and accurately reference.

This is especially important for document types such as legal contracts, financial reports, and technical manuals, because in these scenarios, "which row and column the data comes from" is itself a compliance requirement.

MCP Bridge: Allow Agent to directly access the knowledge base

Ragie MCP Bridge allows Agents to directly access the knowledge base under permission control through the Model Context Protocol standard protocol without the need for application layer transfer. Official website user feedback shows:

"Already setup some partitions and have used them in Claude Code and Cursor as MCP agents to assist in code production — worked like a charm!"

Enterprise Adoption Data

The official website discloses multiple public cases:

• Zapier Director of New Products: "I LOVE Ragie!"
• Make.com VP of Customer Experience: "You did what I envisioned a year ago."
• Ellis CEO: Ragie RAG integration improves legal drafting efficiency by 5-10x**.
• Glue CEO: Delivery time reduced from 3 months to 3 weeks after using Ragie.

Compliance and Availability