Fluree AI is an advanced tool designed to give every app and AI agent trusted context derived directly from your company data. Moving beyond traditional RAG (Retrieval-Augmented Generation) guesses and constant prompt rebuilding, Fluree AI queries structured data directly to deliver cited, verifiable answers from a single live data layer.

Built with robust security in mind, permissions are checked on every single request. The platform connects seamlessly to MCP-ready agents, apps, and dashboards in just minutes, bridging the gap between enterprise data infrastructure and modern artificial intelligence workflows.

Pros of Fluree AI

Provides trusted, cited, and verifiable answers from a live data layer
Performs permission checks on every request for enhanced security
Queries structured data directly instead of relying on RAG guesses
Connects to MCP-ready agents, apps, and dashboards in minutes

Cons of Fluree AI

Requires integration with existing company data infrastructure
Focused primarily on structured data and MCP-ready ecosystems
Limited information available for non-technical users

Frequently Asked Questions

What does Fluree AI do?

Fluree AI provides apps and AI agents with trusted context from company data, allowing users to ask questions and receive cited, verifiable answers from a live data layer.