Fluree AI

Fluree AI

Fluree AI is an enterprise AI data platform and hosted offering built on FlureeDB that creates governed, verifiable knowledge graphs and AI-ready data to power agents, search, analytics, and decision intelligence for organizations.

Fluree AI is ai tools software teams evaluate for business intelligence. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Free API 70/100
#141 in Business Intelligence (140 tools)
Just launched
Data reviewed Jul 24, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: Business Intelligence

What it does

AI Tools software for decision-makers comparing workflow fit and alternatives.

Best fit

Business Intelligence

Pricing snapshot

Free

Next step

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Fluree AI

Fluree AI is a hosted enterprise AI data platform built on FlureeDB that provides an Enterprise Knowledge Graph and AI-ready data to power agents, search, analytics, and decision intelligence. The platform emphasizes governed, verifiable data β€” "the data layer your AI actually understands" β€” enabling traceable, auditable answers and governed workflows.

Fluree AI offers tools for developers (FlureeDB, Fluree Memory, Fluree MCP, Fluree CLI), connectors for models and agents (Claude, OpenAI, Gemini, Ollama), and solutions such as Golden Records, Entity Resolution, Semantic Layer, GraphRAG, Conversational Analytics, Enterprise AI Search, Decision Intelligence, and AI Agent Governance. The site promotes a hosted, production-ready platform with free getting-started options and enterprise case studies.

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Key Features

Enterprise Knowledge Graph

A governed, verifiable graph data layer that connects entities, relationships, and meaning so AI can return data-grounded answers.

AI-Ready Data & Preparation

Tools and processes for making structured and unstructured data AI-ready, including model & taxonomy governance and AI data preparation.

Golden Records & Entity Resolution

Capabilities to create golden customer records and resolve entities across competing systems to produce unified, trusted records.

GraphRAG (Graph-grounded Retrieval)

GraphRAG for improved GenAI accuracy and retrieval grounded in graph context (featured report and solution area).

AI Agent Platform & Governance

Deployable AI agents with governance, permissions, auditable logs, reversible actions, and policy-enforced behaviors.

FlureeDB & Fluree Memory

The verifiable knowledge graph database (FlureeDB) and long-term governed memory for AI agents (Fluree Memory).

MCP & Model Interoperability

Fluree MCP lets you plug Fluree into any MCP-capable agent or IDE; supports external models and agents (Claude, OpenAI, Gemini, Ollama) or run on Fluree AI.

Developer Tools & APIs

CLI, HTTP API, quickstart guides, documentation, GitHub resources, and migration guides (Apache Jena, Neo4j, Stardog, GraphDB, Data Lakes).

Permissioning, Traceability & Auditability

Permissions locked to the user, agents & AI enforced on every request; queries are permissioned, traceable, auditable, and verifiable to facts.

Pricing

Free Tier Available

Get started free (free to start / hosted trial or entry option as advertised on the site).

Use Cases

Financial Services β€” Just-in-Time Decision Intelligence

Automate tagging, improve discovery, and expand a data portal to a trusted intelligence destination, eliminating error-prone tagging and expanding knowledge tenfold (case study).

Pharmaceutical β€” Making Data AI-Ready

Consolidate warehouses, cut manual remediation costs, and reduce time to new analytics use cases from months to weeks using Fluree Sense (case study).

Banking β€” Golden Customer Records

Unify competing reporting systems to create golden records for hundreds of thousands of customers and enable proactive outreach based on trusted household-level data (case study).

Marketing & Operations β€” AI Agent Factory

Build governed AI Agent Factories to turn fragmented marketing, product, and social knowledge into reliable decision support and repeatable agent operating models (case study).

Decision, Regulatory & Customer Intelligence

Use the platform for Decision Intelligence, Regulatory Intelligence, Customer Intelligence, and enterprise AI infrastructure.

Integrations

Claude / OpenAI / Gemini / Ollama

Supports plugging in MCP-speaking agents and models so external LLMs and agents can reason over the same graph.

Migration & Data Source Integrations

Migration guides and connectors for Apache Jena, Neo4j, Stardog, GraphDB, and Data Lakes to bring data into Fluree.

Benefits

Trusted, governed data that is verifiable to every fact, enabling auditable and traceable AI outputs.
Faster time-to-insight and reduced manual remediation (examples: reduced analytics time, cost savings in case studies).
Interoperability with multiple AI models and agents or using Fluree's built-in AI, enabling flexible deployment.
Creation of golden records and unified views that power proactive workflows and customer outreach.
Governed agent execution with permissions, policy enforcement, logging, and reversible actions for safer automation.

Limitations

No verified limitations are available.

Frequently Asked Questions

No verified FAQs are available.

Getting Started

  1. 1 Step 1: Visit the site and choose 'Get started free' or 'Book Demo' to begin onboarding.
  2. 2 Step 2: Consult Quickstart, HTTP API documentation, GitHub resources, and migration guides to connect data sources and configure the knowledge graph.
  3. 3 Step 3: Plug in your models or use built-in Fluree AI, deploy agents, and apply governance, permissions, and auditing to run production workflows.

Support

Documentation

Site includes Documentation, Quickstart guides, and HTTP API references linked from the platform.

Community

Community channels such as Discord and GitHub for developer support and collaboration.

Contact / Sales

Contact and Book Demo options available on the site to engage Fluree's team.

API

Available: Yes
Documentation:

Documentation & HTTP API linked from the site (Quickstart, HTTP API, GitHub).

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