Features

  • Federated AI search across 150+ systems without copying data
  • Enforces each source's existing permissions and access roles
  • Cross-encoder re-ranking with pinning of verified guidelines
  • Native MCP server for tools like Claude Desktop, Claude Code and Cursor
  • 40+ connectors including Microsoft 365, Jira, ServiceNow and BigQuery
  • Cite viewer that traces answers back to source passages
  • PII redaction and open-source Community Edition under Apache-2.0

Pricing Details

💰 Pricing Model Item Details: Hybrid Open-Source and Enterprise Commercial Licenses. General Concept: The fundamental metasearch script is free under an open-source model, while managed business deployments, Kubernetes auto-scaling, advanced white-label dashboards, and specialized OEM source licenses operate on enterprise sales agreements. 🆓 Free Plan Details / Open Source Feature: SWIRL Community Edition License. Details: Developers can natively clone, run, and modify the core engine using the Apache-2.0 open-source license, allowing local testing against databases or Microsoft 365 configurations via a local setup. Requirements: Local environments require Python 3.10+ and a manual OpenAI API Key connection to render active RAG text outputs. Cost: Free ($0 permanent open-source code baseline).