AI at the Edge

Build Scalable Edge AI Systems

Ezurio delivers production-ready Edge AI platforms through AI-capable SOMs and SBCs built across leading silicon ecosystems. These platforms integrate pre-certified wireless, validated I/Os, and long-term lifecycle availability to help teams move from prototype to mass production. 

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See Generative AI Running at the Edge

This demo showcases edge AI where devices don’t just detect what they see, but understand and describe it in real time. Running on Ezurio’s Nitrogen95 SMARC SOM powered by NXP i.MX95 and paired with the Kinara Ara240 AI accelerator, an image is captured and processed entirely on-device and produces a natural-language description.

Hardware Platform

  • Ezurio’s Nitrogen95 SMARC SOM based on NXP i.MX95
  • NXP's Kinara Ara240 AI accelerator
  • MIPI CSI camera input
  • 7" MIPI DSI display
  • Integrated & pre-certified wireless connectivity 

AI and Software

  • On-device generative AI model for image-to-text interpretation
  • Optimized inference using integrated NPU and Ara240 acceleration
  • Supports scalable AI workloads from vision to generative AI
  • Linux-based BSP and system integration from Ezurio
Watch Video

The Shift to Edge AI

Devices today process more sensor and camera data than cloud based systems can handle. Edge systems must make fast decisions locally, even when connectivity is limited or unavailable. That is why AI is moving directly onto the device: to deliver real time response, reduce load, and keep systems dependable.

Latency & Real-Time Control

Devices must see, decide, and act instantly. Edge compute delivers up 100x faster response time

Data Growth

Cameras and smart sensors are everywhere. Sending and processing data in the cloud can cost significantly more at scale

Wireless Built for AI

Over 75% of enterprise data is expected to be created and processed outside centralized data centers

Edge AI: Market Verticals

Industrial

Manufacturers are prioritizing sensors, IoT platforms, edge compute, vision, and AI/ML

  • Automation
  • Robotics
  • Energy Management
  • Predictive Maintenance
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Smart Homes & Buildings

Bundling of AI-ready hardware + certified software across devices & infrastructure

  • Energy
  • Security
  • Occupancy Intelligence
  • IoT Home Devices

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Healthcare

AI is shifting MedTech landscape for improved reliability and regulatory compliance

  • Medical Imaging
  • Diagnostics
  • Patient Monitoring
  • Surgical Systems
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Ezurio's Edge AI Solutions

Choose the Right Platform for Your Edge AI Workload:

Partner SOM AI Accels TOPS MIPI-CSI Cameras ISP
Nitrogen95
Nitrogen95 SMARC 		1 2 2 1–8 Yes
Nitrogen8M Plus
Nitrogen8M Plus SMARC 		1 2.3 2 2 Yes
Nitrogen93
Nitrogen93 SMARC 		1 0.7 1 1 —
CarbonAM67
CarbonAM67 OSM-MF 		2 4 4 1–64 Yes
Tungsten700
Tungsten700 SMARC 		1 3.7 2 1–32 Yes
Tungsten510
Tungsten510 SMARC 		1 2.8 2 1–32 Yes

Build Your Edge AI Device

Ezurio helps teams move from AI evaluation to production by delivering integrated Edge AI platforms. We combine compute, vision, connectivity, and lifecycle support to reduce risk, accelerate development, and support long-term deployment across industries.

Evaluation Kits

A ready-to-use platform for early hardware and software validation.

  • Includes touchscreen display, carrier board, power supply
  • Pre-integrated BSPs for Linux and Android
  • Speeds up system bring-up and performance testing

Learn About Edge AI EVKs

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Integrated Cameras

Camera-ready SOMs for vision evaluation and rapid prototyping.

  • Supports validated MIPI-CSI camera modules
  • Pre-tested drivers and example applications
  • Simplifies hardware integration for inspection and monitoring systems

Learn About Our Camera Partner

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Edge AI Demo: Real-Time People Detection

This demo showcases real-time people detection running fully on device using Ezurio’s Tungsten700 SMARC SOM powered by MediaTek Genio 700. Video is captured through a MIPI CSI camera, processed locally through the MediaTek image and AI pipeline, and displayed in real time without any cloud dependency.

Hardware Platform

  • Ezurio’s Tungsten700 SMARC SOM based on MediaTek Genio 700
  • MIPI CSI camera input 
  • 7" MIPI DSI display
  • Integrated Wi-Fi 6 for connected edge use

AI and Software

  • NVIDIA TAO PeopleNet based face detection model
  • Optimized on device inference using the Genio 700 AI engine
  • Linux based BSP and system integration from Ezurio
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Watch Video

Solutions by Use Case

Vision & Detection

Real-time vision systems running local inference across one or more camera streams

Suggested SOMs:

SOM Performance Typical Use
CarbonAM67 4 TOPS, 4 MIPI-CSI, up to 64 cameras Multi-camera and stream detection
Nitrogen95 SMARC 2 TOPS, 2 MIPI-CSI, 1–8 cameras Factory and healthcare imaging
Tungsten700 SMARC 3.7 TOPS, 2 MIPI-CSI, 1–32 cameras Vision and graphics workloads

AI Workload:

  • Object detection, classification and tracking on live video

Connectivity Role

  • Supports model updates, monitoring, and secure remote management

Why Ezurio

  • Ezurio validates camera pipelines and supports long-term deployment

Learn About Ezurio's Vision Eval Kit

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Predictive Maintenance

Low-power edge analytics for continuous equipment health monitoring

Suggested SOMs:

SOM Performance Typical Use
Nitrogen93 SMARC 0.7 TOPS, 1 MIPI-CSI, single camera Ultra-low power edge analytics and condition monitoring
CarbonAM62 No NPU, 1 MIPI-CSI, 1–16 cameras Ideal for sensor hubs and mixed I/O gateways

AI Workload:

  • Anomaly detection and trend analysis on sensor data

Connectivity Role

  • Allows reliable alerting and data transfer in noisy environments

Why Ezurio

  • Ezurio platforms are built for continuous operation and long lifecycles

Learn About Ezurio's Predictive Maintenance Solutions

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Industrial HMIs

Smart interfaces combining graphics, control, and on-device AI

Suggested SOMs:

SOM Performance Typical Use
Tungsten700 SMARC 3.7 TOPS, 2 MIPI-CSI, up to 32 cameras High-performance GUIs with integrated AI and 4K graphics
Tungsten510 SMARC 2.8 TOPS, 2 MIPI-CSI, up to 32 cameras Graphics-driven HMI for smart factories and automation
Nitrogen95 SMARC 2 TOPS, 2 MIPI-CSI, 1–8 cameras Industrial and medical GUIs with simultaneous AI processing

AI Workload:

  • Vision-assisted monitoring, voice interfaces, and local analytics

Connectivity Role

  • Supports OTA updates, diagnostics, and system integration

Why Ezurio

  • Ezurio delivers integrated compute, wireless, display, and support

Learn About Ezurio's Nitrogen HMI

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Software Turns 

Hardware Into Systems

Edge AI isn’t just about compute, it’s about system integration. Models, vision pipelines, connectivity, and software must work together to deliver reliable, real-time performance. 

While modern processors provide powerful NPUs, software determines how quickly they can be used. Ezurio’s BSP delivers a validated software environment with integrated OS, connectivity, chain of trust, and long-term support. With frameworks like NXP eIQ, developers can move from model to deployment without rebuilding the stack. 

Why This Matters

The challenge isn’t getting AI running. it’s getting to production. Ezurio reduces integration risk and lifecycle complexity by aligning hardware, software, and connectivity from the start.

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