# 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.

[Read featured study](/content/case-studies/financial-services-data-portal/index.html) [Explore the platform](/content/platform/index.html)

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

[Read the Case Study](/content/case-studies/financial-services-data-portal/index.html)

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.

[Read the Case Study](/content/case-studies/pharma-ai-ready-data-transformation/index.html)

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

[Read the Case Study](/content/case-studies/community-bank-ai-ready-golden-records/index.html)

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

[Read the Case Study](/content/case-studies/marketing-intelligence-sovereignty/index.html)

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.

[Read the Case Study](/content/case-studies/government-biodiversity-ai-ready-platform/index.html)

## Build your own success story.

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