AMD + XMPRO · LOCAL AI AT THE INDUSTRIAL EDGE

Secure, fast and predictable AI — right 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 inference enabled by AMD Lemonade Server.

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WHY EDGE AI

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.

PROBLEM 01

Data sovereignty risk

Cloud-based LLMs often require sending sensitive operational data off-site — risking policy or IP breaches.

PROBLEM 02

Latency issues

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

PROBLEM 03

Unpredictable cloud costs

Typical manufacturing plants face over $15,000 monthly in cloud API fees, based on continuous inference at industrial sensor volumes.^*

PROBLEM 04

Network dependency

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

^* Estimate based on 50,000 sensor readings per minute × 60 minutes × ~30 days = 72 million readings/month at common cloud AI inference rates of $0.20–$1.25 per 1,000 predictions (AWS, Azure, Google Cloud).

EMPOWERING AI INFERENCE AT THE INDUSTRIAL EDGE

AMD and XMPro deliver autonomous intelligence at the edge.

Powered by the AMD Ryzen™ AI software stack, the joint solution puts large language models on local industrial hardware — faster, safer and cost-predictable.

8–9×^*

Faster processing

100%

Data sovereignty

Cloud dependencies

^* Compared to a CPU-only setup, the hybrid Ryzen™ AI configuration achieves up to 8–9× faster token generation and 3–4× faster initial response time across several industry-relevant models.

WHAT YOU GET

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.

CAPABILITY 01

Local intelligence, where it matters.

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

CAPABILITY 02

Composable AI workflows.

Design industrial AI solutions fast with drag-and-drop tools. Create reusable data flows and logic without coding, integrated with your existing systems.

CAPABILITY 03

Built for secure industrial environments.

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

CAPABILITY 04

Scalable from pilot to production.

Start with one use case. Scale across sites and systems. From simple predictions to complex workflows, the same foundation supports your future growth.

CAPABILITY 05

Accelerated performance at the edge.

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

CAPABILITY 06

Transparent, governed decision logic.

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

HOW THE SOLUTION WORKS

From industrial data to autonomous action — without leaving your facility.

A complete architecture that transforms operational signal into governed action, processed locally on AMD Ryzen™ AI.

Data collection

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

Local AI processing

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

Intelligent analysis

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

Valuable actions

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

TECHNICAL FOUNDATION

The stack behind the solution.

AMD RYZEN™ AI SERIES

AI silicon, on the device.

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

A composable industrial AI platform.

OpenAI API compatibility
No-code industrial AI platform
Composable, reusable solutions
Enterprise-grade security

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Three engines, one chip.

The Ryzen™ AI architecture combines a dedicated AI engine, a power-efficient CPU and integrated graphics on a single processor.

NPU

Neural Processing Unit

Dedicated AI engine, powered by AMD XDNA, designed for the ultimate in AI processing efficiency.

CPU

AMD Ryzen™ Processor

Cores with powerful AI capabilities to bring new AI PC experiences to life.

GPU

AMD Radeon™ Graphics

Dedicated AI accelerators built in to optimise AI workloads.

READY TO TRANSFORM

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

Schedule a consultation — discuss your operational challenges
Technical assessment — review infrastructure and requirements
Pilot program — design a proof-of-concept
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

Schedule a Consultation See the Dell + XMPro story

ADDITIONAL RESOURCES

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