Supply Chain

Prevent Disruptions Before They Happen

Leading supply chain organizations use Fluree to identify risks 2-3 weeks before they impact production—not after the damage is done.

Get real-time visibility into supplier risks, component shortages, and logistics bottlenecks while ensuring AI never hallucinates or breaches security.

A circular emblem for ‘Fluree Data Agent’ featuring a stylized monster silhouette in a gradient of blue, purple, and yellow. The emblem has multiple concentric circles, with the innermost containing the monster icon and the text ‘FLURIO™ est. 2025’ at the top. Surrounding the emblem, the words ‘FLUREE DATA AGENT’ are arranged in an arc. The background has a geometric gradient pattern transitioning from purple on the left to blue on the right.

The Supply Chain Crisis Hiding in Your Data

Weeks to Get Answers — Critical supply chain questions require data engineers, custom integration work, and weeks of waiting. By the time you understand the problem, production has already stopped and millions are lost.

Scattered Data, Massive Blind Spots — Your supply chain data lives across ERP, MES, PLM, and SCM systems. You’re losing millions to disruptions you can’t see coming because only 2% of companies can identify risks in tier-3+ suppliers—where most problems actually start.

Response Time Kills Competitive Advantage — Companies take an average of 2 weeks to respond to supply chain disruptions—far too slow when decisions need to be made weekly. Meanwhile, competitors with early warning systems are already rerouting and securing alternatives.

Complex Reporting Across Silos — Generating actionable supply chain insights requires manually consolidating data from multiple systems, slowing critical decisions and missing early warning signs.

Can Your Systems Answer These Questions?

Real questions from supply chain leaders that their current tools can’t answer:

“Which suppliers have the highest risk of disruption in the next 30 days?”
“What’s our current inventory status across all component categories?”
“Are there lower-cost alternatives for our top 10 most expensive components?”
“Which products are most vulnerable to supply chain breaks right now?”

One Platform. All Your Data. AI You Can Trust.

Fluree creates a Unified Corporate Intelligence layer—transforming ERP systems, supply chain management platforms, MES, PLM, and every other data source into a single, connected knowledge foundation ready for AI.

Named a 2024 Gartner Cool Vendor for AI in Data Management, Fluree delivers what traditional systems can’t: real-time supply chain intelligence with 2-3 week early warnings on disruptions—preventing millions in downtime costs before problems impact production.

How it works

From Scattered Data to Strategic
Intelligence in Three Steps

Step 1: Bring Your Data, Wherever It Is

Step 2: Unify Your Data, Auto-Magically

Step 3: Active Your Data for AI and Analytics

Plug into existing systems—ERP, MES, PLM, SCM—with 50+ pre-built connectors.

Out-of-the-box integrations with MS Dynamics, SAP, Oracle, Salesforce, and any supply chain system. No complex custom integration required.

A futuristic digital visualization of interconnected data records floating within a white 3D ring. The records appear as digital cards with metadata such as creation dates, user updates, and labels like ‘360° Logistics Data,’ ‘Fleet Mileage,’ ‘Equipment Maintenance Log,’ and ‘Parts Inventory.’ In the background, icons representing security, verification, and data sharing are subtly visible. The design employs a clean, modern aesthetic with soft lighting and gradients to convey a sense of structured and secured data management.

AI auto-classifies and links data into one intelligent, real-time knowledge layer

Semantic intelligence understands relationships between suppliers, components, inventory, and logistics—creating a unified view across all systems instantly.

An infographic illustrating the capabilities of Fluree Data Agent in leveraging AI for data-driven insights. The image is divided into three sections, each with a descriptive text box. On the left, the section titled ‘Chat with Your Data’ highlights real-time decision-making using Retrieval Augmented Generation (RAG). An icon of a data reservoir with recognizable logos such as Oracle and SAP represents multiple data sources. In the center, ‘Automate Complex Tasks’ explains how Fluree’s Data Agent can build knowledge agents to automate API-driven processes, visually represented by a magnified view of various document types feeding into a vertical control panel with interconnected icons. On the right, ‘Uncover Hidden Insights’ suggests AI’s ability to reveal patterns in unified data, represented by a glowing diamond icon. The infographic uses a futuristic design with gradient colors, digital elements, and interconnected nodes to illustrate AI-powered data automation.

Deploy AI agents that answer critical questions with zero hallucinations

Production-ready in 6-8 weeks. Start identifying supply chain risks and getting real-time answers to business-critical questions immediately.

 Add new data sources, expand use cases, and scale across your organization—without the typical AI project delays.

Key Features Our Customers Love

🔗 Connect Everything

One platform for all supply chain data: MS Dynamics, SAP, Oracle, ERP, MES, PLM, SCM systems—unified instantly with semantic intelligence.

🎯 100% Accurate AI Responses

Zero hallucinations. Every insight fully grounded in your verified data with complete lineage and explainability.

🔒 Enterprise -Grade Security

Embedded policies ensure data never leaks to unauthorized users or LLMs. Maintain compliance across global supply chain operations.

⚡ Rapid Time-to-Value

Deploy production AI agents in 6-8 weeks, not months. Start identifying supply chain risks immediately.

📊 Real-Time Intelligence

Get instant insights from live data across all systems. No batch processing delays—query current inventory, supplier status, and disruption risks on the latest information.

🗣️ Natural Language Queries

Ask questions in plain English. No SQL required. Supply chain analysts get answers directly without waiting for data teams or learning complex query languages.

📋 Complete Audit Trails

Every AI response includes full data lineage and source attribution. Meet regulatory requirements with transparent, traceable supply chain decisions.

🎨 Semantic Intelligence Layer

Understands relationships between suppliers, components, and logistics—delivering contextual answers that traditional systems can’t provide.

From Inventory to Risk Management





The Challenge:

Critical components are scattered across multiple warehouses with no unified view, leading to expensive overstock in some locations and costly shortages in others.

With Fluree:

“What’s our current inventory status for each critical component across all warehouses?” Get real-time visibility into inventory levels, identify overstock and shortage risks, and optimize working capital.

The Impact:

Reduce excess inventory by 20-30% while eliminating stockouts that halt production lines.


Watch our webinar: Unified Intelligence in Action →

Frequently Asked Questions


Do we have to migrate our existing data?
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No. Fluree creates a semantic layer over your existing supply chain systems—ERP, MES, PLM, SCM platforms stay exactly where they are. Your data doesn’t move; Fluree connects to it.


How is this different from our current BI tools?
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Traditional BI requires pre-built dashboards and data engineering for every new question. Fluree lets analysts ask any question in natural language and get instant answers from all connected supply chain data—without building new reports.


How does Fluree prevent AI hallucinations?
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Fluree’s AI can only access actual data relationships that exist in your unified supply chain layer—no hallucinations, no made-up information. Every answer is 100% grounded in your verified operational data with complete lineage.


What about data security and compliance?
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Complete security and governance are built into Fluree’s architecture. The AI only accesses data users are authorized to see, maintaining compliance across global supply chain operations and preventing any data leakage to unauthorized users or LLMs.


How long until we see value?
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Most supply chain customers see initial insights within 2–4 weeks in the pilot phase. Full production deployment is typically 6–8 weeks. We work with your existing infrastructure, not against it.


Do our analysts need technical training?
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No. Once implemented, supply chain analysts can ask questions directly in plain English without technical intermediaries. Your engineering team sets up the semantic layer once, then your business teams self-serve.

Ready to See Risks Before They Become Crises?

Schedule a personalized demo and discover how Fluree helps supply chain leaders prevent disruptions, optimize costs, and turn data chaos into competitive advantage.

Fluree helps organizations securely integrate and activate their data for AI and analytics. Named a 2024 Gartner Cool Vendor for AI in Data Management, Fluree transforms supply chain data silos into unified intelligence—ready for real-time decision-making and early disruption prevention.

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Guides and Resources

Report

Benchmark: Increasing GenAI Accuracy by 4x

Reducing hallucinations and increasing accuracy for enterprise production Generative AI through the use of Knowledge Graph RAG (Retrieval Augmented Generation).

Read Blog Post
Blog

Building Corporate Memory for Enterprise LLMs

Giving LLMs and GenAI Applications access to context and knowledge accumulated by your organization is the single most powerful way to accomplish accuracy and precision at scale.

Read Blog Post
Whitepaper

Everything You Need to Know About Semantic GraphRAG

Everything You Need to Know About Retrieval Augmented Generation, Knowledge Graphs and LLMS

Get Your Copy