Secure, Fast & Predictable AI at the Edge

Run industrial AI models locally, where your data lives. No cloud, no latency, no surprise costs... just real-time intelligence and complete control.

Powered by AMD Ryzen™ AI and XMPro’s composable industrial AI platform, with local AI inference enabled by AMD Lemonade Server.
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When the Cloud Isn’t Enough

Cloud AI delivers scalability, but in high-frequency, high-risk industrial environments latency, cost, and data exposure can limit its effectiveness. For these scenarios, edge AI offers a secure, real-time alternative.

Cloud round trips add delays—critical decisions can’t always wait for remote inference responses.

Typical manufacturing plants face over $15,000 monthly in cloud API fees* ⓘ

Cloud reliance means any network disruption can halt AI-powered operations or insight

Empowering AI Inference at The Industrial Edge: 

AMD and XMPro Deliver Autonomous Intelligence at the Edge using Ryzen™ AI Software Stack

Introducing the AMD Lemonade Server + XMPro Stack

Get ready for Edge AI that delivers faster, safer, and more cost-predictable intelligence... directly on-site where your operations happen.
8-9x*
Faster Processing
100%
Data Sovereignty
0
Cloud Dependencies
*Compared to a CPU-only setup, the hybrid Ryzen™ AI configuration achieves up to 8–9 times faster token generation and a 3–4 times faster initial response time across several industry-relevant models.

Take Back Control of Your AI: Run It Locally, Securely, and at a Predictable Cost

With AMD’s on-device AI acceleration and XMPro’s composable industrial platform, you can deploy powerful AI where it matters most—on-site, without sending data to the cloud.

Run LLMs directly on-site, using your own hardware.
Keep your data secure while enabling real-time AI insight at the edge—no cloud required.

Design industrial AI solutions fast with drag-and-drop tools.
XMPro lets you create reusable data flows and logic without coding, fully integrated with your existing systems.

Airgap-ready, audit-friendly, and compliant by design.
Deploy AI in secure environments with complete control over data, models, and decision pathways.

Start with one use case. Scale across sites and systems.
From simple predictions to complex workflows, the same foundation supports your future growth—no need to re-architect.

Run models up to 9x faster* with AMD Ryzen™ AI’s hybrid NPU and GPU architecture. Deliver real-time decisions with low latency and minimal power consumption. ⓘ

Maintain visibility and control over every AI-powered recommendation or action. XMPro enables explainable AI and traceable decision workflows that meet governance standards.

How the AMD + XMPro Solution Works

A complete architecture that transforms industrial data into autonomous actions—without leaving your facility

1

Data Collection

XMPro connects to your existing systems such as ERP, SCADA, IoT sensors—streaming real-time operational data into the platform

2

Local AI Processing

AMD Lemonade Server runs large language models locally on Ryzen™ AI hardware, using hybrid NPU+iGPU acceleration for maximum performance

3

Intelligent Analysis

AI models analyze patterns, detect anomalies, and generate contextual insights—all processed within your secure environment

4

Valuable Actions

The system triggers alerts, recommendations, or automated responses based on AI insights—from predictive maintenance to process optimization

The Technical Foundation

AMD Ryzen™ AI Series

  • Up to 50 TOPS of AI compute performance
  • Hybrid NPU + iGPU architecture
  • First x86 processor with dedicated AI silicon
  • Power-efficient local inference
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XMPro + Lemonade Integration

  • OpenAI API compatibility
  • No-code industrial AI platform
  • Composable, reusable solutions
  • Enterprise-grade security
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XMPro's Value at a Glance: Composable Intelligence. Real Results.

XMPro delivers a proven > 1000% ROI by enabling industrial enterprises to rapidly compose intelligent operations — solving real engineering and operational problems at scale, in weeks rather than years, without rearchitecting existing systems.

$16 Million

Saved Every Year

18% reduction

In field service trips

95% reduction

In weekly maintenance schedule planning

Customer Case Study

Using XMPro, a global oil & gas supermajor rapidly composed and deployed an intelligent oil well maintenance solution in just three months—achieving over $8 million in calculated value within the first six months.

$10 Million

Saved every year

30% Reduction

In conveyor downtime

9,000 Tons

Saved every month

Customer Case Study

Using XMPro, the world’s largest potash mining company rapidly composed and deployed a predictive maintenance solution for over 50 miles of underground conveyors in just 30 days, achieving $10 million in savings every year by reducing unplanned downtime by over 30%.

6 Sites

In-House engineering adoption

1000 +

Assets monitored

35 +

Operational, tactical & strategic use cases

Customer Case Study

XMPro enabled the in-house engineering team in a major North American miner to independently compose 35 operational, tactical and strategic solutions across six sites, scaling to monitor and manage over 1,000 diverse critical assets.

"XMPro successfully triggered a real predictive maintenance alert for a Haul Truck that appears to have a Strut issue - This was particularly impressive, considering we have only deployed the development environment a few weeks ago" 

- Advanced Predictive Maintenance Lead, major global mining company

Ready to Transform Your Industrial Operations?

Our expert teams will help you evaluate, plan, and deploy this solution tailored to your specific environment.

Your Path Forward:

  1. Schedule a Consultation - Discuss your operational challenges
  2. Technical Assessment - Review infrastructure and requirements
  3. Pilot Program - Design a proof-of-concept
  4. Full Deployment - Scale to enterprise-wide implementation

What You'll Receive:

  • Expert consultation with AMD and XMPro solution architects
  • Custom assessment of your systems and AI readiness
  • Deployment planning for your specific use cases
  • Implementation support throughout the process
  • Training and knowledge transfer for your teams

Let's Get Started

Additional Resources

Technical Documentation

Deep dive into the technical architecture and implementation details.

Read the Technical Blog Post →

AMD Lemonade Server

Download and explore the open-source local LLM server.

Visit GitHub Repository →

AMD Ryzen™ AI

Technical specifications and development resources.

View Documentation →

Industry Case Studies

Real-world implementations across various industries.

Browse Case Studies →

XMPro Platform

Learn about the complete industrial intelligence platform.

Explore XMPro →