Fluree AI

What is Fluree AI?

Fluree AI is a hosted intelligence platform built on FlureeDB that gives every app, AI agent, and human the same trusted context from your company data. Instead of rebuilding prompts or relying on probabilistic RAG guesses, Fluree AI queries structured data directly — returning cited, verifiable answers with permissions checked on every request. It connects to MCP-ready agents, dashboards, and apps in minutes, turning scattered information into a single live data layer that any interface can use.

Who it's for

• Sales and revenue leaders – Flag accounts with revenue risk from billing or CRM gaps, then stage fixes or deploy agents that watch for new risks — all without manual reporting.
• Data and analytics teams – Eliminate siloed, duplicated context by connecting multiple sources into one permissioned graph that serves dashboards, portals, and AI queries with traceable answers.
• AI and engineering teams – Plug in Claude, OpenAI, Gemini, or any MCP-speaking agent and let it reason over the same live graph, or use Fluree’s built-in agent framework to build custom workflows fast.

Key features

Permissioned, auditable data layer

Every request — whether from a human, agent, or dashboard — enforces permissions locked to the user or role. Answers come from a traceable graph, so every action is logged, auditable, and reversible.

Graph-based memories

Fluree AI stores context as a rich graph of people, spaces, companies, and relationships. This memory sharpens with every question, answer, and action, compounding shared intelligence across your organization.

Structured queries with direct answers

Instead of guessing with vector search, Fluree AI runs structured queries against a connected graph. Results are up to date, data-grounded, and include citations so you can verify every claim.

MCP-ready agent integration

Any agent that speaks the Model Context Protocol — including Claude, OpenAI, Gemini, and Ollama — can reason over the same graph. You can also run agents natively on Fluree AI without additional tools.

What stands out

Give your AI a place it can actually trust.

Most AI platforms rely on unverified guesses from fragmented context. Fluree AI flips that by querying a single live graph of your structured data, with permissions and traceability built into every response. Agents and humans alike get cited, verifiable answers — no black boxes, no blind spots. The system also learns over time: every interaction compounds into shared context that makes your entire organization more knowledgeable, not just your models.

Worth checking out if…

You want to stop rebuilding AI context for every use case and instead give your agents, dashboards, and teams one trusted source of truth. Fluree AI is especially useful if you need permissioned, auditable answers across multiple data sources, or if you’re looking to deploy autonomous agents that act within policy without sacrificing control.