Customer Stories

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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Real Results. Real Enterprises.

See what's possible with governed AI.

Each deployment started with a real business problem — fragmented data, unreliable AI, or a compliance requirement. Fluree solved it at the data layer.

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

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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.

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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

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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

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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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