Fluree AI

Fluree AI: The Unified Intelligence Platform for Verifiable Enterprise Data

In the modern landscape of artificial intelligence, the quality and reliability of your data determine the success of your AI initiatives. Fluree AI emerges as the premier hosted Fluree platform, built specifically on the robust FlureeDB architecture to bridge the gap between raw data and actionable intelligence. As a comprehensive Unified Intelligence Platform, Fluree AI provides an environment where users can "skip the setup" and move directly toward building trusted AI solutions. By focusing on AI-ready data, this platform ensures that every fact is governed, verifiable, and connected within a meaningful context.

What's Fluree AI?

Fluree AI is a fully hosted version of the Fluree platform, engineered to run both structured and unstructured data processes automatically. At its core, it is an Enterprise AI data platform that allows organizations to drop in any data source and spin up a functional graph in seconds. Unlike traditional data systems, Fluree AI is built on the FlureeDB verifiable knowledge graph database, ensuring that every piece of information used by your AI agents is grounded in truth.

This platform serves as a central hub for Enterprise Knowledge Graphs, acting as the data layer that your AI actually understands. By connecting entities, relationships, and meaning, Fluree AI creates a governed and verifiable foundation for data. It is specifically designed to provide AI-Ready Data through advanced governance, taxonomy management, and entity resolution, allowing businesses to activate intelligence through features like GraphRAG and Conversational Analytics.

Key Features of Fluree AI

Fluree AI is packed with enterprise-grade features that streamline the data-to-intelligence pipeline. Here are the primary capabilities that set the Fluree platform apart:

1. AI-Ready Data Infrastructure

Fluree AI provides the essential foundation for preparing data for artificial intelligence. This includes:

• Structured and Unstructured Data Management: Handle diverse data formats in a single location.
• Model & Taxonomy Governance: Maintain strict control over how data is categorized and understood.
• Entity Resolution: Automatically identify and merge duplicate records into Golden Records.
• Semantic Layer: Add a layer of meaning that allows AI agents to reason over data effectively.

2. True Serverless Architecture

The Fluree platform offers a true serverless experience, meaning there are no clusters to manage and no complex setups.

• Zero Idle Cost: You only pay for what you use, as the system scales dynamically with demand.
• Scalability: Move seamlessly from your very first query to high-volume production traffic without infrastructure headaches.

3. MCP-Native Connectivity

Fluree AI is built to be MCP-native, allowing you to connect Claude, Cursor, or any other MCP-compliant agent to your knowledge graph with a single configuration file. This ensures that your chosen AI model can reason over the same unified graph without custom integration code.

4. API-First Design

Integrate Fluree AI into any existing workflow using its robust REST and GraphQL APIs. Whether you are building custom applications or automating data ingestion, the platform’s API-first approach ensures maximum flexibility for developers.

5. Verifiable Knowledge Graphs

Behind every answer provided by Fluree AI is the FlureeDB database. This ensures that every request is governed and every fact is verifiable. The platform enforces permissions at the level of the user, agent, and AI on every single request, ensuring total security and trust.

Use Cases for Fluree AI

Organizations use the Fluree platform to solve complex data challenges and power advanced AI applications. Common use cases include:

• GraphRAG for GenAI Accuracy: According to Fluree’s research, graph-grounded retrieval can reach up to 95% accuracy. By using Fluree AI, enterprises can ground their generative AI in a verified knowledge graph to eliminate hallucinations.
• Enterprise AI Search: Build search experiences that understand the relationships between concepts, not just keywords.
• Decision Intelligence: Use the connected data within Fluree AI to stage fixes for data gaps or identify revenue risks across CRM and billing systems.
• AI Agent Governance: Manage how AI agents interact with data, ensuring they have the right context while maintaining strict security boundaries.
• Conversational Analytics: Enable users to ask questions of their data in plain English and receive data-grounded, verifiable answers.

How to Use Fluree AI

Getting started with Fluree AI is designed to be a frictionless experience. Follow these steps to put your intelligence to work:

1. Skip the Setup: Access the hosted Fluree platform via labs.flur.ee. There is no need for manual cluster configuration.
2. Ingest Your Data: Use the Fluree CLI or HTTP API to drop in your structured or unstructured data. The platform will automatically begin connecting dots across multiple sources.
3. Define Governance: Use the Semantic Layer and Taxonomy Governance tools to ensure your data is clean and your entities are resolved into Golden Records.
4. Connect Your AI: Plug in your preferred AI agent, such as Claude, OpenAI, Gemini, or Ollama. Alternatively, use the built-in Fluree AI reasoning engine.
5. Query and Activate: Run structured queries against your graph to return verifiable answers, build dashboards, or deploy autonomous AI agents with long-term Fluree Memory.

FAQ

Q: What is the difference between Fluree AI and FlureeDB? A: FlureeDB is the verifiable knowledge graph database that serves as the foundation. Fluree AI is the hosted platform that provides the infrastructure, serverless scaling, and additional AI-activation tools (like MCP-native connections) to run FlureeDB without manual setup.

Q: Does Fluree AI support GraphRAG? A: Yes. Fluree AI is a leading solution for GraphRAG, enabling up to 95% accuracy in AI retrieval by grounding AI responses in a structured, connected knowledge graph.

Q: Can I use Fluree AI with my existing tools? A: Absolutely. Fluree AI is API-first and supports REST and GraphQL. It also provides migration guides for users coming from Apache Jena, Neo4j, Stardog, GraphDB, and standard Data Lakes.

Q: How does Fluree AI handle security? A: Permissions are locked and enforced on every single request. The system ensures that users, agents, and AI only access the data they are authorized to see, providing high-level AI Agent Governance.

Q: Is there a cost to start? A: Fluree AI offers a free tier to get started, with no credit card required. Users can explore the open-source FlureeDB or spin up a graph in seconds on the hosted platform.