Real enterprise deployments, structured for buyers and builders.
Explore how teams use Fluree to improve governed AI, knowledge discovery, semantic tagging, and business decision-making across complex data environments.
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10,000+ documents extracted
Real-time
search speed
Eliminated
data silos
Use Case · Financial services
Streamlining Distribution and Access to Trends through a Data Portal
A financial services leader used Fluree to automate tagging, improve discovery, and grow a data portal into a more trusted intelligence destination.
“By integrating Fluree into its content supply chain, the client eliminated error-prone tagging, expanded its knowledge base tenfold, and regained the trust of portal users consuming the data.”
Source: financial services data portal case study
3 weeks
new analytics use case
10x
faster than traditional methods
$3M
manual labor reduction
Use Case · Pharmaceutical
How a $2B+ Pharmaceutical Company Made Its Data AI-Ready in Weeks Instead of Months
A North American pharmaceutical company used Fluree Sense to consolidate more than 10 warehouses, cut manual data remediation costs by $3M, and reduce new analytics use cases from 9 months to 3 weeks.
330,000+ golden customer records
Single
source of truth established
AI-driven
entity resolution
Use Case · Financial services / banking
How a Community Bank Built AI-Ready Golden Records to Power Proactive Customer Outreach
A community bank used Fluree Sense to unify 3–5 competing reporting systems, create golden records for 330,000+ customers, and enable proactive banker conversations powered by trustworthy household-level data.
“By providing AI-driven workflows that can scale to millions of records, Fluree Sense provides crucial input for Master Data Management, leading to not only a satisfied customer base, but to a customer-centric, empowered tomorrow.”
Chief Data Officer
5
core operating functions
Zero
hallucination target
MCP
cross-model connectivity
Use Case · Beauty & cosmetics
Building Marketing Intelligence Sovereignty
A global beauty brand built a governed AI Agent Factory that turns fragmented marketing, product, and social knowledge into faster, more reliable decision support.
“Rather than building isolated point solutions, the customer and Fluree designed a comprehensive AI Agent Factory — a repeatable operating model for creating, governing, and deploying Knowledge Agents at scale.”
Source: customer case study
6M+
structured records unified
60+
applications supported
GraphRAG
natural-language access enabled
Use Case · Government & environmental science
Making 30 Years of Biodiversity Data AI-Ready — in a Single Platform
A government department unified decades of structured and unstructured biodiversity data into one governed knowledge graph, making 6M+ species records searchable, secure, and ready for GraphRAG.
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