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About Fluree AI

Fluree AI is a hosted platform built on FlureeDB that transforms raw enterprise data into an AI-ready knowledge graph. It automates data preparation, modeling, and governance so organizations can connect entities, relationships, and meaning in a verifiable, traceable way. The platform provides REST and GraphQL APIs for ingestion and integration, enabling custom applications, dashboards, and AI agents to query the graph directly. Fluree AI supports structured and unstructured data, enforces permissions, and maintains audit trails for every fact and query. It is designed for enterprise use cases requiring reliable, governed data foundations for generative AI, analytics, and automation. The service operates on a serverless model with zero idle costs, scaling with demand from initial testing to production workloads.

Key features

  • AI-ready data preparation
  • Enterprise knowledge graph modeling
  • Golden records and entity resolution
  • GraphRAG and conversational analytics
  • Semantic layer for contextual queries
  • Permissioned and auditable data access
  • MCP-native agent integration
  • Query-driven application building

Use cases

  • Enterprise AI search and decision intelligence
  • Agent memory and long-term context for AI systems
  • Revenue risk detection and triage dashboards

Pros

  • Hosted platform with no cluster setup required
  • Automated data preparation and governance
  • REST and GraphQL APIs for integration
  • Serverless architecture with automatic scaling
  • Supports both structured and unstructured data

Cons

  • Free tier available but may have usage limits
  • Requires MCP-compliant agent or IDE for full functionality
  • No explicit mention of multi-language support

Frequently asked questions about Fluree AI

What is Fluree AI and what does it do?

Fluree AI is a hosted platform built on FlureeDB that transforms raw enterprise data into an AI-ready knowledge graph. It automates data preparation, modeling, and governance to connect entities, relationships, and meaning in a verifiable and traceable way.

Who is Fluree AI designed for?

Fluree AI is designed for enterprises requiring reliable, governed data foundations for generative AI, analytics, and automation. It supports structured and unstructured data and enforces permissions and audit trails for every fact and query.

How do I get started with Fluree AI?

Users can spin up their graph in seconds using Fluree AI, which requires no clusters or setup. The platform offers a free tier with no credit card required, and users can get their first trusted answer in minutes.

Does Fluree AI support integrations with other tools?

Yes, Fluree AI provides REST and GraphQL APIs for ingestion and integration, enabling custom applications, dashboards, and AI agents to query the graph directly. It also supports MCP-native integration with agents like Claude or Cursor.

What are the key features of Fluree AI?

Fluree AI offers query-driven, permissioned, traceable, and auditable data handling. It supports structured and unstructured data, enforces governance, and maintains audit trails for every fact and query. The platform is serverless with zero idle costs.

How does Fluree AI handle data governance and permissions?

Fluree AI enforces permissions and audit trails for every fact and query, ensuring that data governance is maintained. Permissions are locked to the user, agents, and AI, and enforced on every request.

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