What is Fluree?

Fluree is a hosted platform built on FlureeDB that turns raw data into trusted, queryable knowledge graphs. It automatically connects data points and provides a reliable foundation for enterprise AI applications. Users can ask questions, create dashboards, build apps, and deploy agents directly on the platform. It is designed to deliver GraphRAG-powered accuracy for AI-driven decision intelligence.

Application scenarios

Financial services
Automate document tagging, improve discovery, and grow data portals into trusted intelligence destinations—one case study processed over 10,000 documents.
Pharmaceutical
Consolidate multiple data warehouses, cut manual data remediation costs, and reduce new analytics use case delivery from 9 months to 3 weeks.
Banking
Unify competing reporting systems, create golden customer records (330,000+ in one case), and enable proactive banker conversations with trustworthy household-level data.
Beauty & cosmetics
Build a governed AI Agent Factory that turns fragmented marketing, product, and social knowledge into faster, reliable decision support across five core operating functions.
Revenue operations
Flag accounts with revenue at risk from billing or CRM data gaps, stage fixes for approval, and create live dashboards of liquidity and revenue at risk.
Enterprise knowledge management
Deploy knowledge agents that can query, trace, and audit data with permissioned, up-to-date, and auditable results.

Core Features

Query-driven knowledge graphs
Automatically connect data points and make them queryable for AI applications.
Permissioned data access
Control who can see and use specific data within the platform.
Traceable and auditable data
Every data point and query is recorded for full transparency and compliance.
Up-to-date data synchronization
Keep knowledge graphs current with live data feeds.
Agent deployment
Deploy AI agents that can inspect knowledge, extract insights, and trigger actions.
Dashboard creation
Build live dashboards that display metrics like total liquidity and revenue at risk.
App building
Turn data-driven workflows into applications that teams can use for triage and decision-making.
Natural language querying
Ask questions in plain English (e.g., "Flag any account with revenue at risk from billing or CRM data gaps") and get actionable answers.
Memory recall
The platform can "recall memories" from previous interactions to maintain context across sessions.

Target users

Enterprise teams across financial services, banking, pharmaceutical, beauty & cosmetics, and revenue operations. Specific roles include Chief Data Officers, SVP of Sales, RevOps teams, data analysts, and knowledge management professionals who need trusted, queryable data for AI-driven decision-making.

How to use Fluree?

Start by signing up for free at the official URL. Once onboarded, you can upload or connect your data sources, and the platform automatically builds a knowledge graph. You can then ask natural language questions, create dashboards, build custom apps, or deploy AI agents—all through the hosted interface. The platform handles data extraction, tagging, and unification behind the scenes.

Pricing and free trial

The website text states "Get started free" and "Start Free" but does not provide specific pricing tiers or trial duration details. Therefore, no detailed pricing section is included.

Effect review

Fluree delivers on its promise of turning raw data into trusted, queryable knowledge graphs for enterprise AI. The case studies show real-world results: one financial services client eliminated error-prone tagging and expanded its knowledge base tenfold; a pharmaceutical company cut data remediation costs by $3M and reduced analytics delivery from 9 months to 3 weeks. The platform's ability to unify multiple data sources and provide permissioned, auditable data access makes it particularly valuable for regulated industries. For teams that need reliable, traceable data for AI agents and dashboards, Fluree offers a practical, hosted solution that works out of the box.

Fluree