Fluree

Fluree develops a unified enterprise AI data platform built on a verifiable knowledge graph database, enabling organizations to connect entities, relationships, and meaning with governance by default and verifiability to every fact. The platform accepts any data format, structured or unstructured, and automatically connects the dots to provide AI with a trustworthy knowledge foundation. Fluree's product suite includes Fluree AI, a hosted platform built on FlureeDB; FlureeDB, the open-source verifiable knowledge graph database; Fluree Memory for long-term governed memory for AI agents; Fluree MCP for plugging into any MCP-capable agent or IDE; and Fluree CLI for terminal-based data operations. The platform's foundation capabilities include enterprise knowledge graphs, golden records, entity resolution, semantic layers, and AI data preparation. Activation features include GraphRAG for retrieval-augmented generation achieving up to 95% accuracy, conversational analytics, enterprise AI search, decision intelligence, and AI agent governance. Fluree supports integration with Claude, OpenAI, Gemini, and Ollama through MCP, or organizations can use Fluree's built-in AI. The platform enables users to ask questions, create dashboards, build apps, and deploy agents from a single data foundation, with permissions enforced on every request and full auditability. Case studies include a financial services leader extracting 10,000+ documents, a pharmaceutical company consolidating 10+ warehouses and cutting $3M in manual data remediation while reducing new analytics use cases from 9 months to 3 weeks, and a community bank creating golden records for 330,000+ customers.