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💬 0  🔁 0  ❤️ 0 · 3 Days, 2000+ Innovators, and the Future of Edge AI: Inside PHYTEC at IEW 2026 · The floors of KTPO Bengaluru were buzzing

[sivaharshini]

3 Days, 2000+ Innovators, and the Future of Edge AI: Inside PHYTEC at IEW 2026

The floors of KTPO Bengaluru were buzzing last month. As the doors opened for India Electronics Week (IEW) 2026, the question in the air wasn't if embedded technology was evolving, but how fast.

For three days (May 13–15), the PHYTEC booth became a hub for exactly that kind of innovation. We had the pleasure of hosting over 2000 technology leaders, developers, and hardware engineers. Instead of just displaying static boards, we turned our booth into a live playground of embedded tech.

Here is a look back at what happened when industry challenges met real-time solutions. The Showstoppers: Live Tech in Action

Walking through the PHYTEC booth meant interacting with the future of industrial automation and connectivity. Our team set up six live demonstration zones to show exactly what our hardware can do under pressure:

The AI Vision Zone: Our Celebrity Face Match and PCB Defect Detection setups drew massive crowds. It was a firsthand look at how embedded vision and AI-based visual inspection execute real-time decision-making, powered by the robust NXP i.MX 8M Plus on our phyBOARD-Pollux.

The Connected Infrastructure Zone: From Smart Energy Meters to complete Smart City Infrastructure demos, we showcased how platforms like the RB-i.MX6UL and phyWAVE FG28 ensure seamless, secure wireless connectivity for sprawling urban networks.

The E-Mobility Zone: With EV adoption skyrocketing, our EV Charging Solution (featuring the phyVERSO EVCS) sparked deep conversations about the intelligent edge processing required for next-gen charging grids.

The Digital Factory Zone: We demonstrated how Industrial IoT is actively transforming traditional manufacturing floors into highly automated, data-rich environments.

What the Community is Talking About

Beyond the flashing LEDs and screen interfaces, the true value of IEW 2026 was the conversations.

When you get hundreds of engineers in a room, you quickly find out what the industry actually needs. Our technical discussions heavily revolved around:

Implementing Edge AI for driver monitoring and advanced performance analytics.

Overcoming bottlenecks in PCB design and intelligent inspection.

Integrating cybersecurity directly into embedded hardware from day one.

The overarching theme? The industry needs intelligent edge processing that is scalable, reliable, and ready for extreme industrial environments.

Thank You, Bengaluru!

To everyone who visited us at IEW Bharat AI Expo 2026—thank you. Whether you stopped by to test out the Face Match demo, talk deep-level hardware specs, or discuss your upcoming digital factory rollout, your energy was incredible.

The insights we gathered from these 500+ conversations will continue to fuel PHYTEC’s mission: delivering the most robust embedded solutions for AI, industrial, and infrastructure applications worldwide.

Missed us at the event? You don't need a booth pass to talk tech with us. [https://www.phytec.in/]

[sivaharshini]

Edge AI Meets Wi-SUN: How PHYTEC Redefined Smart Infrastructure at Electronica India 2026

The future of industrial intelligence isn’t in the cloud—it’s at the Edge.

At electronica India 2026, held at the India Expo Mart, Greater Noida (April 8–10), the conversation shifted from simple connectivity to decentralized intelligence. PHYTEC India stood at the forefront of this evolution, showcasing how the synergy between Edge AI and Wi-SUN technology is building the backbone of resilient, smart infrastructure.

Innovation in Motion: Three Days of Momentum

The PHYTEC booth became a hub for developers and industry leaders exploring the next frontier of Industrial IoT (IIoT). The event was highlighted by a visit from Sandeep Narula, President of ESC, whose feedback underscored a critical market demand: the need for STQC-compliant, “Make in India” embedded solutions.From smart metering to autonomous robotics, the focus was clear—industry leaders are looking for scalable, secure, and localized innovation.

Advanced Embedded Benchmarks: PHYTEC’s Live Demonstrations

We brought hardware to life with six core demonstrations designed to solve real-world industrial challenges:

1. Edge AI & Vision Solutions

Leveraging the phyCORE-i.MX 8M Plus, we demonstrated high-performance Edge AI Face Recognition and Smart Defect Detection. By using the integrated Neural Processing Unit (NPU), these systems provide:

Low-latency identity verification without cloud dependency.

Real-time quality control directly on the production line to minimize downtime.

2. E-Mobility & EV Charging Infrastructure

As India accelerates its EV transition, PHYTEC showcased a scalable EV Charging Solution powered by the phyCORE-AM62x and the phyVERSO®-EVCS platform. This setup enables intelligent energy management and secure communication for next-gen charging stations.

3. Smart City Connectivity: Wi-SUN & Smart Metering

Our Wi-SUN Smart Metering solution, powered by the phyCORE-i.MX 6UL, leverages wireless mesh networking technology provides:

Long-range, low-power connectivity for smart grids.

IPv6-based secure communication essential for utility networks and smart street lighting.

4. Industry 4.0 & Robotics

The phyGATE–Tauri L served as the heart of our Digital Factory demo, showing how edge analytics can optimize manufacturing. Additionally, we demonstrated how the i.MX 8M Plus powers Edge AI for Robotics and Drones, enabling autonomous decision-making in high-stakes environments.

Why Partner with PHYTEC?

With 40 years of German engineering heritage and a deep-rooted presence in India, PHYTEC is a Platinum Partner of NXP & Texas Instruments. We don't just provide hardware; we provide a bridge from concept to market.

Our core expertise includes:

You can explore our solutions here:

System on Module (SoM): High-performance ARM-based cores.

Single Board Computers (SBC): Ready-to-use industrial platforms.

Custom BSP Services:Tailored software support for your unique hardware.

Camera Modules & OEM Solutions.

Conclusion: Let’s Build the Future Together

Electronica India 2026 proved that the industry is ready for decentralized intelligence and scalable infrastructure. Whether you are developing Medical devices, Automotive systems or Smart City solutions, PHYTEC is your single source for reducing risk and shortening time-to-market.

Ready to integrate Edge AI into your next project?

Connect with PHYTEC India today to turn these innovations into your competitive advantage.

[sivaharshini]

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💬 0  🔁 0  ❤️ 0 · The Intelligence Engine: Why phyBOARD-Pollux i.MX 8M Plus Powers the Future of Edge AI · Edge AI is no longer optional—it’s

[sivaharshini]

The Intelligence Engine: Why phyBOARD-Pollux i.MX 8M Plus Powers the Future of Edge AI 

Edge AI is no longer optional—it’s essential.  As Industrial IoT (IIoT) systems evolve, embedded platforms are expected to do far more than collect data. Today’s applications demand real-time decision-making, on-device intelligence, and ultra-low latency processing—all without relying on constant cloud connectivity. 

This is exactly where the phyBOARD-Pollux i.MX 8M Plus stands apart. 

Purpose-built for AI-centric workloads, the Pollux combines high-performance processing, integrated neural acceleration, and industrial-grade reliability—making it a powerful foundation for next-generation Edge AI systems. 

A Platform Engineered for Intelligent Automation 

Modern industrial environments—from autonomous robotics to smart infrastructure—require systems that can process and act on data instantly. 

At the core of the phyBOARD-Pollux is the NXP i.MX 8M Plus processor, featuring an integrated Neural Processing Unit (NPU) capable of delivering: 

✔ Up to 2.3 TOPS (Tera Operations Per Second)  ✔ Real-time execution of deep learning models  ✔ Ultra-low latency AI inference at the edge 

This enables the Pollux to transform raw sensor data into immediate, actionable intelligence—right at the source, reducing dependency on the cloud while enhancing speed, privacy, and reliability. 

Industrial-Grade Processing with Heterogeneous Architecture 

The phyBOARD-Pollux is powered by the phyCORE-i.MX 8M Plus SOM, offering a balanced architecture designed for both performance and determinism: 

4× ARM Cortex-A53 cores @ 1.8 GHz  → High-performance application processing  

1× ARM Cortex-M7 core  → Real-time control with RTOS support (e.g., Zephyr)  

Integrated NPU  → Hardware-accelerated AI and machine learning  

This heterogeneous design allows developers to run complex operating systems alongside time-critical tasks, making it ideal for demanding industrial environments. 

Vision Intelligence: Built for Advanced Imaging 

Where the Pollux truly excels is in machine vision and image processing. 

Key Capabilities: 

✔ Dual Image Signal Processors (ISP)  → Simultaneous processing of two camera streams  → Hardware-accelerated HDR, de-warping, and image enhancement 

✔ 2× MIPI CSI-2 Interfaces  → Support for high-speed, high-resolution cameras  → Ideal for stereo vision and multi-angle monitoring 

By offloading image processing to dedicated ISPs, the system ensures that the CPU and NPU remain free for AI inference and application logic—a critical advantage for smart cameras and inspection systems. 

Beyond AI: Built for Industrial Connectivity 

The phyBOARD-Pollux is not just an AI engine—it’s a complete industrial communication hub. 

Connectivity Highlights: 

Dual Gigabit Ethernet with TSN  → Deterministic, synchronized data communication  

High-Speed Interfaces  → USB 3.0, CAN FD, RS-232/485 for seamless integration  

Expansion & Storage  → miniPCIe for Wi-Fi/LTE  → Onboard eMMC for reliable data storage  

This versatility allows seamless integration into both legacy systems and modern IIoT infrastructures. 

Real-World Applications: Where Pollux Makes an Impact 

The true value of the phyBOARD-Pollux lies in its versatility across industries: 

Autonomous Mobile Robots (AMRs)  → Real-time navigation and obstacle avoidance  

Predictive Maintenance  → AI-driven analysis of vibration and acoustic data  

Smart Agriculture  → Crop monitoring and autonomous machinery  

Medical Technology  → AI-assisted diagnostics and high-resolution imaging  

Smart City & Retail  → Crowd analytics and intelligent traffic management  

Software Ecosystem: Ready for Deployment 

To accelerate development, PHYTEC provides a complete and robust software stack: 

Linux Yocto BSP for stability and security  

Full compatibility with NXP eIQ™ Machine Learning Software  

Support for frameworks like TensorFlow Lite   

This ensures developers can build, deploy, and scale AI applications efficiently. 

Conclusion: Intelligence at the Edge 

The phyBOARD-Pollux i.MX 8M Plus represents a new class of embedded systems—where computing doesn’t just process data but understands and acts on it in real time. 

Whether you’re developing intelligent inspection systems, autonomous robotics, or next-gen medical devices, the Pollux delivers the performance, reliability, and scalability required for modern industrial applications. 

In a world where the edge is getting smarter every day, the phyBOARD-Pollux doesn’t just process data—it thinks. And that’s your competitive advantage. 

👉 Ready to build your next Edge AI solution?  Explore more: https://www.phytec.in/en/produkte/single-board-computer/phyboard-pollux/ 

[sivaharshini]

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💬 0  🔁 0  ❤️ 0 · The Multi‑Eye Marvel: Why the phyBOARD‑NUNKI i.MX 6 Is the Future of Embedded Vision · Explore how the phyBOARD-NUNKI i.MX

Explore how the phyBOARD-NUNKI i.MX 6 enables multi-camera embedded vision with powerful processing and industrial-grade reliability.

[sivaharshini]

The Multi‑Eye Marvel: Why the phyBOARD‑NUNKI i.MX 6 Is the Future of Embedded Vision 

Explore how the phyBOARD-NUNKI i.MX 6 enables multi-camera embedded vision with powerful processing and industrial-grade reliability. 

In the fast‑evolving world of Industrial IoT (IIoT), embedded systems face a new level of visual complexity. Applications no longer rely on a single camera or a narrow field of view—modern systems demand multi‑angle intelligence, real‑time processing, and the ability to interpret massive streams of image data simultaneously. This is where the phyBOARD‑NUNKI i.MX 6 emerges as a uniquely powerful solution. Designed specifically for image‑centric applications, NUNKI leverages the capabilities of the NXP i.MX 6Quad processor, high‑bandwidth camera interfaces, and robust industrial‑grade engineering to deliver a next‑generation embedded vision platform.  

A Platform Designed for Multi‑Angle Intelligence 

As imaging workloads grow more demanding—especially in areas like industrial inspection, robotics, and multi‑sensor surveillance—the need for parallel processing is critical. The phyBOARD‑NUNKI is explicitly engineered to handle several simultaneous video streams, thanks to the i.MX6’s dual Image Processing Units (IPUs). These IPUs are capable of offloading and accelerating image capture and conversion tasks, enabling smooth handling of multiple camera pipelines without overwhelming the main CPU.  

In an era where visual data comes from every angle—front, rear, thermal, stereo, and even machine‑learning‑driven sensors—the NUNKI stands out as a platform built to transform raw imagery into reliable, actionable insights. 

Industrial‑Grade Processing Power 

At the heart of the phyBOARD‑NUNKI lies the NXP i.MX 6Quad, featuring: 

4× ARM Cortex‑A9 cores @ 1 GHz 

Multicore capability designed for parallel, high‑throughput workloads 

Integrated multimedia engine for advanced video and image handling 

This combination offers developers not just performance, but also stability and long‑term ecosystem support—critical factors in industrial and medical domains.  

Whether you’re processing stereo vision for robots, combining thermal and RGB feeds for inspection, or running neural networks at the edge, the i.MX 6Quad provides the compute backbone required for consistent performance. 

Camera Connectivity: Built for Visual Versatility 

Where the NUNKI truly shines is its camera interface architecture. PHYTEC has equipped the board with five physical camera interfaces, supporting parallel, serial, and MIPI‑based camera modules: 

2× phyCAM‑P (parallel) 

2× phyCAM‑S+ (serial) 

1× MIPI CSI‑2 

Two camera interfaces can be operated simultaneously, enabling dual‑stream processing directly on the SBC. This makes the platform ideal for applications requiring synchronized visual inputs—stereo cameras, wide‑and‑zoom views, or thermal‑plus‑RGB combos.  

PHYTEC’s phyCAM ecosystem also ensures seamless integration with their own line of embedded camera modules, reducing development time and hardware uncertainty. 

Beyond Cameras: Industrial‑Ready Connectivity 

The phyBOARD‑NUNKI doesn’t stop at imaging. It includes a broad range of connectivity options designed for industrial environments: 

Gigabit Ethernet for high‑speed communication 

CAN and RS‑232 for industrial buses 

USB hub, HDMI, and SATA for peripherals, storage, and displays 

miniPCIe slot for WiFi, Bluetooth, LTE, or GNSS expansion  

This flexibility allows developers to build end‑to‑end solutions—from smart cameras to networked inspection systems—without external expansion boards. 

Built to Survive Harsh Environments 

Industrial and outdoor deployments often experience temperature extremes, dust, vibration, and humidity. The phyBOARD‑NUNKI is designed to operate in challenging environments, with ruggedization options and industrial‑grade components. Its supported operating range of –25°C to +85°C makes it suitable for: 

Factory automation lines 

Outdoor inspection equipment 

Mobile robotics platforms 

This resilience ensures long‑term reliability—a necessity for companies deploying systems at scale. 

Where the phyBOARD‑NUNKI Shines: Real‑World Application Scenarios 

Dual‑View Security and Surveillance Systems 

Machine Vision & Smart Sorting Systems 

Autonomous Mobile Robots (AMRs) and AGVs 

Smart Agriculture & Drone Vision 

Edge AI Vision Systems 

Software Ecosystem: Ready for Development 

PHYTEC offers a complete Linux Yocto BSP, sample applications, camera drivers, and a full development kit that includes the board, OS image, and tools. This reduces bring‑up time and accelerates prototyping.  

With long‑term software support and a stable kernel base, the NUNKI is a dependable choice for embedded Linux vision products. 

Conclusion 

The phyBOARD‑NUNKI i.MX 6 stands tall as a next‑generation platform for embedded vision combining the imaging power of dual IPUs, the flexibility of five camera interfaces, and the stability of an industrial‑grade design. Whether you're building advanced inspection systems, robust security hardware, or autonomous robotic platforms, the NUNKI gives you the processing power, reliability, and multi‑angle intelligence needed for modern visual applications. 

In an industry where milliseconds matter and visibility is everything, the phyBOARD‑NUNKI doesn’t just help your system see—it helps it understand. And that makes it your competitive edge. 

Explore more about the Multi‑Eye Marvel: https://www.phytec.in/en/produkte/single-board-computer/phyboard-nunki-imx6/ 

[sivaharshini]

Unleashing Edge AI: A Deep Dive into the phyBOARD‑Izar Development Kit 

In the rapidly evolving world of industrial automation, Edge AI has moved from a futuristic concept to a mission‑critical requirement. Moving intelligence from the cloud to the device delivers faster decision‑making, heightened security, and true real‑time responsiveness. For robotics, autonomous systems, and advanced machine vision, this shift isn’t optional — it’s foundational. 

Enter the phyBOARD‑Izar, a high‑performance Single Board Computer (SBC) from PHYTEC, purpose‑built to handle these demanding workloads with industrial reliability. Designed around Texas Instruments’ AM68x / TDA4x processors, the phyBOARD‑Izar brings serious computational muscle, embedded vision readiness, and long‑term hardware availability. 

If you’re building next‑generation robot intelligence, autonomous vehicles, or industrial vision systems, here’s why the phyBOARD‑Izar deserves to be at the top of your evaluation list. 

The Brain Behind the Board: TI AM68x and TDA4x 

The phyBOARD‑Izar is powered by PHYTEC’s phyCORE‑AM68x / TDA4x System-on-Module, a computing platform engineered for high‑end image processing, real‑time analytics, and AI workloads. At its core, it features a dual‑core Arm® Cortex‑A72 running up to 2 GHz, offering plenty of headroom for complex application logic.  

What makes this platform especially compelling for Edge AI isn’t just the CPU — it’s the heterogeneous compute architecture that combines general‑purpose compute, AI accelerators, and digital signal processors. 

Why this architecture matters 

High‑Performance Compute: The board delivers impressive processing capability with up to 160 GFLOPS via integrated DSPs and up to 50 GFLOPS of GPU performance, giving developers a powerful platform for data‑intensive edge analytics. 

Designed for Real‑Time Workflows: These heterogeneous engines make it ideal for applications requiring synchronized sensing, low latency, and deterministic behavior — hallmarks of autonomous machines and industrial robots. 

Next‑Generation Embedded Vision Capabilities 

Vision is at the heart of today’s edge intelligence, and the phyBOARD‑Izar doesn’t treat it as an afterthought. PHYTEC has engineered the platform with a deep focus on camera integration, sensor throughput, and seamless data handling. 

Camera Integration Done Right 

The phyBOARD‑Izar includes: 

Integrated drivers for PHYTEC’s phyCAM camera modules inside the BSP, ensuring tight coupling between hardware and software. 

Support for FPD-Link III extensions, enabling remote camera connectivity for environments where sensors need to be physically separated from the computing unit — a common scenario in drones, autonomous robots, or industrial machinery. 

These capabilities make the Izar suitable for a wide range of vision‑centric architectures, from stereo depth systems to multi-camera sensing in autonomous vehicles. 

OpenCV Support Out of the Box 

Developers working with machine vision will appreciate that PHYTEC integrates OpenCV, including Python bindings and demo scripts, directly into its Vision BSP.  

This means: 

No manual dependency setup 

Ready‑to‑run demos for image processing and object detection 

Native integration with V4L2 and GStreamer camera pipelines 

For teams building edge computer‑vision applications, this dramatically shortens the path from prototype to working demo. 

Industrial-Grade Connectivity and Reliability 

Designed for environments where failure is not an option, the phyBOARD‑Izar provides the kind of I/O and connectivity typically reserved for high‑end industrial controllers. 

High‑Speed Data Interfaces 

The board includes: 

PCIe Gen 3, ideal for AI accelerators, high‑speed peripherals, and advanced networking cards.  

USB 3.0 for fast sensor integration 

Dual Gigabit Ethernet, supporting time‑critical communication architectures common in industrial networks.  

Target Applications: Where the Izar Shines 

The phyBOARD‑Izar’s combination of compute, accelerators, camera interfaces, and industrial I/O makes it an outstanding fit for several high‑value sectors. 

1. Autonomous Mobile Robots (AMRs) 

2. Smart Agriculture 

3. Industrial Automation & Vision Systems 

4. Healthcare & Medical Imaging 

5. Drones & Aviation 

Rapid Development with PHYTEC 

PHYTEC doesn’t just ship hardware — they accelerate the entire development lifecycle with a complete Rapid Development Kit. 

This includes: 

phyBOARD‑Izar SBC 

10-inch 1280×800 display 

phyCAM‑M color camera 

Pre‑installed Linux Yocto BSP for fast bring‑up  

Combined with documentation, quickstart guides, and PHYTEC’s long‑term availability commitments, this kit gives engineering teams a head start toward real deployment. 

Conclusion 

The phyBOARD‑Izar isn’t just a development board — it’s a robust, scalable foundation for the future of industrial AI and embedded vision. With a powerful TI AM68x/TDA4x architecture, seamless camera integration, industrial-grade interfaces, and a production-ready BSP, it empowers engineers to move from prototype to field deployment confidently and quickly. 

Ready to explore what the phyBOARD‑Izar can do?  Dive into the technical specifications and start accelerating your Edge AI journey today. 

[sivaharshini]

Discover how PHYTEC’s phyCORE‑AM62Px simplifies high‑performance industrial graphics with powerful processing, security, and multi‑display support.

[sivaharshini]

Industrial Embedded Graphics Made Easy with phyCORE‑AM62Px 

In the rapidly evolving world of industrial electronics, OEMs need platforms that can deliver high‑performance graphics, secure industrial connectivity, and long‑term reliability—all while maintaining efficiency and scalability. PHYTEC’s phyCORE‑AM62Px System‑on‑Module rises to this challenge effortlessly, offering a powerful foundation for next‑generation HMIs, smart automation, and embedded visualization systems. Compact yet feature‑rich, it stands out as a future‑proof solution engineered for industries that demand durability, performance, and ease of integration.  

High‑Performance Graphics Built for the Industrial Era 

Graphics‑driven embedded systems continue to grow in complexity, and the phyCORE‑AM62Px is designed to support this evolution. At its core, the module is powered by an Arm® Cortex®‑A53/A‑R5F architecture with up to four Cortex‑A53 cores running at 1.4 GHz, providing the smooth responsiveness required for demanding user interfaces.  

What truly elevates this module is its advanced graphics subsystem: 

2D/3D GPU with up to 50 GFLOPS 

Vulkan 1.2 and OpenGL ES 3.2 support 

Optimized for 3D embedded displays, industrial HMIs, and modern visualization environments 

These capabilities ensure fluid animations, crisp UI transitions, and excellent rendering quality—making the phyCORE‑AM62Px ideal for applications where visual experience is central to usability. Whether you’re designing operator panels, intuitive machine dashboards, or sophisticated interactive control systems, this SoM provides the power needed to deliver premium user experiences.  

Triple‑Display Flexibility for Multi‑Screen Products 

With increasing demand for multi‑screen setups in industrial and commercial environments, the phyCORE‑AM62Px provides unmatched display versatility. It features three independent display interfaces—MIPI DSI, DPI (24‑bit RGB), and OLDI (LVDS)—giving designers the flexibility to deploy multiple screens without external graphics hardware. 

This support enables a wide range of UI layouts and interactive experiences, such as: 

Dual‑display HMIs with status + configuration views 

Medical touchscreens with mirrored outputs 

Industrial dashboards with multi‑panel visualization 

Kiosks and retail terminals requiring separate user and operator screens 

Multi‑display capability is not just a feature—it’s a strategic advantage for OEMs seeking to differentiate their products through advanced interfaces and streamlined user flows. 

Industrial Connectivity & Secure Operation 

In industrial and commercial environments, reliable communication is just as important as processing power. The phyCORE‑AM62Px delivers a robust set of connectivity options tailored for automation, robotics, smart energy, and more. 

Key industrial‑grade interfaces include: 

2× Gigabit Ethernet with TSN support for time‑sensitive networking 

4× CAN‑FD for robust fieldbus communication 

2× USB 2.0 for flexible peripheral integration 

With this combination, designers can seamlessly integrate the module into modern Industry 4.0 architectures, deterministic real‑time communication setups, multi‑node automation networks, and distributed control frameworks.  

Scalability, Longevity & Design Confidence 

PHYTEC understands the long development cycles and lifecycle requirements of industrial OEMs. The phyCORE‑AM62Px is designed with a 32‑bit LPDDR4 memory architecture supporting up to 8 GB, giving developers a reliable, high‑bandwidth platform for sophisticated applications. Its use of PHYTEC’s established FPSC‑Gamma 1.1 footprint ensures mechanical stability and future scalability. 

To simplify integration and accelerate development, PHYTEC also provides: 

Comprehensive design‑in documentation 

3D models for mechanical alignment 

Long‑term availability suitable for industrial product lifecycles 

This level of support reduces risk, shortens time‑to‑market, and helps ensure the final product is robust from concept to production. 

Ideal for Next‑Generation Embedded Solutions 

The phyCORE‑AM62Px fits seamlessly into a variety of modern embedded applications, including: 

Industrial HMIs & operator panels 

3D visualization and display‑rich systems 

Smart appliances & intelligent controllers 

Connected automation systems 

Medical and laboratory equipment 

Building and energy IoT platforms 

With its optimal blend of performance, graphics acceleration, and industrial interfaces, the phyCORE‑AM62Px empowers OEMs to innovate across diverse market segments while maintaining consistency, reliability, and design efficiency. 

Why PHYTEC Stands Out 

Choosing the phyCORE‑AM62Px is not just choosing a module—it’s choosing a partner. PHYTEC brings: 

Production‑ready hardware engineered for stability 

Industrial‑grade quality control 

Global engineering expertise 

Long‑term availability and lifecycle support 

Customization options for hardware, software, and mechanical design 

This ensures your product not only performs exceptionally well but is also backed by a reliable partner committed to your success from prototyping through mass production. 

Conclusion 

The phyCORE‑AM62Px makes industrial embedded graphics easier, more powerful, and more future‑ready than ever. With its advanced GPU, triple‑display support, secure industrial connectivity, and scalable design foundation, it enables companies to build smarter HMIs, robust automation systems, and visually rich embedded devices with confidence. Coupled with PHYTEC’s renowned engineering support and long‑term product strategy, the phyCORE‑AM62Px provides everything OEMs need to accelerate innovation and stay ahead in a competitive market.  

[sivaharshini]

Discover how PHYTEC’s PhyCORE i.MX 8M Plus brings advanced Edge AI to smart cities, automation, and energy-efficient infrastructure.

[sivaharshini]

Edge AI in Smart Infrastructure: Powering the Next Era of Intelligence with PHYTEC  

Smart infrastructure is transforming the way modern cities, industries, and utilities operate. From intelligent traffic systems and automated factories to real‑time surveillance and energy‑efficient buildings, the world is shifting toward a future driven by autonomy, speed, and connected intelligence. At the core of this evolution lies Edge AI—the combination of artificial intelligence and edge computing that brings decision‑making closer to where data is generated. 

As demand for real‑time, reliable, and secure systems accelerates, industry‑grade Edge AI platforms like PHYTEC’s PhyCORE i.MX 8M Plus are emerging as essential building blocks for smart infrastructure solutions. With powerful onboard AI capabilities, robust multimedia support, and a hardened design for long-term industrial deployment, the PhyCORE i.MX 8M Plus is helping developers and organizations bring intelligence to the edge like never before. 

Why Edge AI Is Essential for Future-Ready Infrastructure 

The foundation of any smart infrastructure system is the ability to sense, process, and act—instantly. Cloud-based intelligence alone can’t meet the latency, reliability, and security requirements of mission‑critical environments. Edge AI resolves these challenges by running algorithms directly on embedded devices, enabling: 

1. Real‑Time Decision Making 

Smart transportation systems, automated manufacturing lines, and public safety applications depend on instant responses. Edge AI allows devices to analyze information in milliseconds, making it ideal for applications where even slight delays can compromise performance or safety. 

2. Data Privacy and Security 

Smart cities process sensitive information—surveillance data, access control logs, energy usage patterns, and more. Edge AI eliminates the need to constantly send raw data to the cloud, ensuring privacy and reducing exposure to cyber threats. 

3. Uninterrupted Operation During Connectivity Loss 

Critical infrastructure must function even when the network is down. Edge AI enables nodes to operate autonomously, maintaining intelligence even without cloud access. 

4. Lower Bandwidth and Operational Costs 

With local processing, only relevant insights (not heavy video or sensor streams) are transmitted upstream. This significantly reduces bandwidth usage and cloud costs. 

5. Scalability Across Distributed Systems 

Smart infrastructure deployments often include thousands of devices spread across cities or facilities. Edge AI allows each device to think and act independently, ensuring scalable performance without cloud bottlenecks. 

PHYTEC: Enabling Industrial-Grade Edge Intelligence 

PHYTEC is a recognized global leader in embedded systems, delivering System-on‑Modules (SoMs) and Single Board Computers (SBCs) designed for long‑term industrial use. Their platforms are known for durability, extended availability, high reliability, and seamless integration into production‑scale solutions. 

Central to PHYTEC’s Edge AI portfolio is the PhyCORE i.MX 8M Plus, a powerful SoM that enables developers to build efficient, secure, and intelligent products for smart infrastructure environments. 

Introducing the PhyCORE i.MX 8M Plus: AI Compute at the Edge 

The PhyCORE i.MX 8M Plus is built on NXP’s i.MX 8M Plus processor—a device engineered to deliver high‑performance AI processing while remaining energy‑efficient and industrially robust. It combines AI acceleration, multimedia processing, strong connectivity, and security—all in a compact, production‑ready module. 

Key Capabilities of the PhyCORE i.MX 8M Plus 

1. Dedicated 2.3 TOPS Neural Processing Unit (NPU) 

The integrated NPU enables real‑time AI inference for: 

Object detection and tracking 

Anomaly and intrusion detection 

Condition monitoring 

Gesture recognition 

Predictive maintenance 

The NPU offloads AI workloads from the CPU, enabling smooth performance even in continuous or compute‑intensive applications. 

2. Advanced Vision and Multimedia Features 

Smart infrastructure relies heavily on intelligent vision.  The PhyCORE i.MX 8M Plus includes: 

Dual camera interfaces 

Hardware-accelerated video encoding/decoding 

Integrated Image Signal Processor (ISP) for noise reduction, HDR, and correction 

This makes it ideal for smart cameras, traffic monitoring systems, and industrial inspection solutions. 

3. Industrial Durability and Long-Term Availability 

Designed for real-world environments, the module offers: 

Extended temperature ranges 

Industrial-grade components 

Rugged design for 24/7 operation 

10–15 years of guaranteed availability 

Perfect for outdoor, factory-floor, and mission-critical deployments. 

4. Rich Connectivity for Complex Systems 

The SoM supports: 

Gigabit Ethernet 

Wi-Fi/Bluetooth 

PCIe 

USB 3.0 

CAN, I2C, SPI, UART 

Such flexibility ensures seamless integration into transportation systems, automation controllers, gateways, and edge nodes. 

5. Built-In Security Architecture 

With support for secure boot, root-of-trust, encrypted storage, and trusted execution environments, the module protects devices from unauthorized access and tampering—crucial for public infrastructure deployments. 

Where the PhyCORE i.MX 8M Plus Excels: Real Edge AI Applications 

1. Smart Surveillance & Public Safety 

2. Smart Traffic & Transportation Systems 

3. Smart Energy & Utility Monitoring 

4. Smart Buildings & Urban Infrastructure 

5. Industrial IoT & Automation 

PHYTEC at Embedded World 2026 — Experience Edge AI Live 

PHYTEC is excited to announce that we will be exhibiting at Embedded World 2026, held in Germany from March 10–12, 2026.  At our booth, we will showcase Edge AI-powered demos featuring the PhyCORE i.MX 8M Plus and other cutting-edge PHYTEC platforms. 

Visitors can experience live: 

Real-time computer vision demos 

Predictive maintenance applications 

Smart sensor analytics 

Industrial automation solutions 

Intelligent edge gateway designs 

If you're exploring Edge AI or building next‑generation infrastructure solutions, this is the place to be. 

Conclusion 

The future of smart infrastructure is intelligent, connected, and autonomous—and Edge AI is the key enabler making it possible. PHYTEC, with its robust hardware platforms and production-ready SoMs, is helping developers accelerate this transformation. 

The PhyCORE i.MX 8M Plus stands out as a powerful, efficient, and reliable platform that brings true intelligence to the edge. Whether it’s smart cities, energy systems, industrial automation, or advanced vision applications, PHYTEC provides the foundation for solutions that must operate with precision, security, and long-term stability. 

As the world moves toward smarter, more responsive infrastructure, PHYTEC is proud to drive the innovation that will shape the cities and industries of tomorrow. 

[sivaharshini]

Powering Modern Embedded Applications with the phyCORE®‑i.MX 8M Mini SOM 

In today’s fast‑moving world of embedded electronics, developers, startups, and product companies are continuously searching for hardware that offers a reliable balance of performance, efficiency, and compact design. As the demand for IoT solutions, automation technologies, smart devices, and industrial systems grows, the need for flexible and scalable embedded platforms becomes even more important. Among the many hardware options available, the phyCORE®‑i.MX 8M Mini System on Module (SOM) from PHYTEC stands out as a practical and dependable choice for a wide range of modern applications. 

The phyCORE‑i.MX 8M Mini SOM is built around the powerful NXP i.MX 8M Mini processor, offering a compact design that supports energy‑efficient processing, robust connectivity, and reliable operation. Because of its versatility, it has become a popular option for embedded engineers, product designers, and companies developing new smart solutions that require stable, long‑term hardware support. 

A Compact and Efficient SOM for the Future of Embedded Design 

One of the standout features of the phyCORE‑i.MX 8M Mini is its small footprint, making it suitable for applications where size is a critical factor. From handheld devices to embedded nodes inside industrial machines, compact hardware ensures flexibility during product design and integration. 

The SOM is engineered to provide efficient computing performance without compromising on reliability. This makes it ideal for a variety of applications across consumer, industrial, and commercial sectors. Whether it’s powering a smart home device or forming the backbone of an industrial controller, the phyCORE‑i.MX 8M Mini delivers consistent, dependable functionality. 

Designed for Modern IoT and Edge Applications 

IoT solutions require hardware that is lightweight, stable, and capable of working reliably in real‑world environments. The phyCORE i.MX 8M Mini is built with these needs in mind, offering: 

Low power consumption for battery‑powered and always‑on devices 

Strong processing efficiency for responsive performance 

Flexible connectivity options ideal for IoT systems 

Industrial‑grade durability for deployment in challenging conditions 

The combination of these characteristics makes it suitable for use in edge computing scenarios, where devices need to process data locally and operate reliably without constant cloud dependency. 

A Reliable Platform for Embedded Linux and Android 

Many modern embedded systems rely on Linux or Android due to their flexibility, strong ecosystem, and adaptability across different industries. The phyCORE‑i.MX 8M Mini SOM supports both, giving developers the freedom to choose the operating system best suited for their application. 

This opens doors for projects involving: 

Human‑machine interfaces (HMIs) 

Industrial automation controls 

Digital signage and multimedia devices 

Smart consumer electronics 

Medical and laboratory equipment 

With this SOM, companies can simplify development while ensuring long‑term stability and support. 

Scalable and Suitable for a Wide Range of Use Cases 

One reason many organizations prefer PHYTEC SOMs is their ability to scale. The phyCORE‑i.MX 8M Mini supports multiple configurations, allowing developers to choose a model that fits their project budget and performance needs. This level of scalability is extremely valuable in industries where product variations are required. 

Common use cases include: 

1. Industrial Automation 

Factories and industrial facilities rely heavily on embedded controllers and monitoring systems. The phyCORE‑i.MX 8M Mini’s durability and reliable processing make it well‑suited for such environments, especially where long‑term availability is crucial. 

2. Smart Home and Consumer Applications 

Smart appliances, home hubs, and energy‑efficient devices all benefit from compact, low‑power hardware. This SOM enables smooth operation and high compatibility with modern IoT ecosystems. 

3. Portable and Handheld Devices 

Due to its small size and efficiency, the phyCORE‑i.MX 8M Mini is ideal for handheld tools, medical instruments, testing devices, and portable diagnostics equipment. 

4. Multimedia and Display‑Based Systems 

Applications involving graphics, screens, or interactive user interfaces can use this SOM as a stable foundation for performance‑centric solutions. 

Built with Industry‑Focused Reliability 

A key advantage of choosing PHYTEC products is their reputation for building industrial‑grade embedded hardware. The phyCORE‑i.MX 8M Mini is developed to operate in tough environments, making it a great fit for organizations that prioritize quality and longevity. 

Some noteworthy reliability factors include: 

Options for extended temperature ranges, suitable for harsh or unpredictable environments 

Strong build quality to reduce failure rates 

Long‑term availability, helping companies maintain product consistency over many years 

Support for secure and stable operation, essential for connected devices 

For companies developing long‑term products, having hardware that remains available and supported for many years is a major advantage. 

Supports Faster Development and Easier Integration 

PHYTEC provides robust software support that helps developers bring products to market more quickly. The availability of development kits, board support packages (BSPs), and documentation makes it easier for teams to build prototypes, test features, and finalize products without delays. 

This reduces complexity during product development and helps companies focus on building value‑driven software features rather than struggling with hardware integration. 

Why the phyCORE®‑i.MX 8M Mini is a Smart Choice 

Choosing the right System on Module is essential for successful embedded product development. The phyCORE‑i.MX 8M Mini combines all the important qualities developers look for: 

Compact and space‑saving design 

Reliable performance and efficiency 

Flexible connectivity for IoT applications 

Support for Linux and Android 

Industrial‑grade stability 

Long‑term availability and support 

These benefits make the SOM highly suitable for next‑generation embedded solutions across various industries. 

Conclusion 

The phyCORE®‑i.MX 8M Mini is a smart, reliable, and scalable embedded platform that supports modern product development across multiple sectors. Whether your goal is to build industrial systems, smart devices, consumer electronics, or edge‑based solutions, this SOM offers the right balance of performance and stability. With solid support from PHYTEC and long‑term hardware availability, it becomes a valuable foundation for both current and future innovations. 

👉 Learn more about the product here:  https://www.phytec.in/en/produkte/system-on-modules/phycore-imx-8m-mini/nano/ 

[sivaharshini]

Why System on Modules Are Transforming Modern Embedded Systems Design

In an era where digital transformation is redefining industries, embedded systems sit at the core of innovation. From industrial automation and smart energy to medical devices and intelligent edge platforms, today’s products demand higher performance, stronger reliability, and longer lifecycles than ever before. 

At the same time, businesses are under constant pressure to reduce development timelines and control costs. Against this backdrop, traditional “chip-down” board designs are increasingly proving to be inefficient and risky. 

As a result, System on Modules (SoMs) have emerged as the preferred, future-ready approach for building modern industrial embedded systems. 

The Growing Complexity of Embedded System Design 

Modern applications have evolved far beyond simple control logic. Today's systems integrate: 

High-speed processors & AI acceleration 

Advanced graphics & secure connectivity 

Real-time responsiveness 

Designing hardware to support these capabilities is time-consuming and error-prone. Traditional custom boards require engineers to manage every aspect of hardware design—from processor integration and memory layout to power sequencing and signal integrity. With modern SoCs supporting interfaces like DDR4/DDR5, PCIe, and USB 3.x, even minor design errors can lead to performance issues, costly redesigns, or delayed product launches. 

What Is a System on Module? 

A System on Module (SoM) is a compact, pre-engineered computing platform that integrates the critical components of an embedded system onto a single module. Typically, this includes: 

The System on Chip (SoC) 

RAM and non-volatile memory 

Power management circuitry 

Core high-speed interfaces 

The SoM is paired with a carrier board, customized to support application-specific requirements such as industrial I/O, sensors, displays, and connectors. This modular architecture separates complex, high-speed design from application-level customization, resulting in a more efficient development process. 

Why Traditional Board Designs Are Losing Ground 

As processor capabilities increase, traditional board-level designs face several challenges: 

Extended Development Cycles: Complex PCB layout and validation take months. 

Higher Technical Risk: Increased probability of hardware re-spins due to high-speed interface sensitivity. 

Limited Scalability: Processor upgrades are often costly and require a total redesign. 

Certification Hurdles: Increased effort for EMI, EMC, and safety standards compliance. 

Key Benefits of System on Modules 

🚀 Accelerated Time-to-Market 

Since the SoM hardware is already validated, engineering teams can begin software development and carrier board design in parallel. This reduces project risk and enables significantly faster product launches. 

🛡️ Reduced Technical Risk 

Signal integrity, power management, and processor validation are handled by the module provider. This eliminates the complexity associated with high-speed hardware design and prevents unexpected delays. 

📈 Scalability and Design Flexibility 

When application requirements evolve, developers can often upgrade to a more powerful or feature-rich SoM without redesigning the carrier board. This future-proofs products and extends their market relevance. 

⚖️ Simplified Certification and Compliance 

Concentrating the most complex electronics on the module makes certification easier to manage—a critical advantage for industrial systems where regulatory compliance is mandatory. 

💰 Lower Total Cost of Ownership 

While chip-down may appear cheaper on a per-unit basis, SoMs deliver lower TCO through reduced engineering effort, fewer redesigns, and simplified long-term maintenance. 

The PHYTEC Approach to Modular Embedded Design 

PHYTEC is a recognized leader in industrial System on Modules, focusing on solutions that balance performance with extreme reliability. PHYTEC SoMs are characterized by: 

Industrial-Grade Design: Support for extended temperature ranges and harsh environments. 

Long-Term Availability: Aligned with industrial product lifecycles (often 10-15 years). 

Software Ecosystems: Maintained Board Support Packages (BSPs), including embedded Linux and RTOS. 

Professional Support: Comprehensive documentation and direct engineering assistance. 

Conclusion: Building Smarter Embedded Systems 

The transition to System on Modules represents a fundamental shift in embedded development. By addressing the challenges of complexity, scalability, and lifecycle management, SoMs offer a reliable foundation for the next generation of industrial applications. 

With experienced partners like PHYTEC, manufacturers gain the confidence and flexibility needed to build high-performance solutions that are ready for today’s demands and tomorrow’s opportunities. 

[sivaharshini]

Enabling the Intelligent Edge: Why the phyCORE-i.MX 8M Plus is a Game-Changer for Embedded Vision 

[sivaharshini]

Enabling the Intelligent Edge: Why the phyCORE-i.MX 8M Plus is a Game-Changer for Embedded Vision

In the rapidly evolving world of embedded systems, "processing power" is no longer the only metric that matters. Today’s edge devices are being asked to see, think, and react in real-time. Whether it’s a robotic arm on a factory floor or a smart camera monitoring traffic, the demand for on-device intelligence has never been higher. 

Enter the phyCORE-i.MX 8M Plus System on Module (SOM) by PHYTEC. This isn't just another processor upgrade; it is a purpose-built foundation for the next generation of Edge AI and Machine Vision. 

The Heart of the Module: NXP i.MX 8M Plus 

At its core, the module leverages the NXP i.MX 8M Plus application processor. What makes this specific silicon special is its heterogeneous architecture. It doesn't just rely on a single brain; it uses a specialized team of processors: 

The Muscle: Quad-core ARM Cortex-A53 for high-level application processing and Linux-based tasks. 

The Reflex: A dedicated Cortex-M7 core for real-time, deterministic control where timing is critical. 

The Brain: An integrated Neural Processing Unit (NPU) delivering 2.3 TOPS (Tera Operations Per Second) of dedicated AI acceleration. 

The Vision: Dual Image Signal Processors (ISP) with MIPI-CSI camera interfaces, enabling real-time image processing, stereo vision, and advanced machine-vision applications. 

The Connector: High-speed industrial connectivity including Dual Gigabit Ethernet with Time-Sensitive Networking (TSN), ensuring deterministic, synchronized communication across devices. 

The Foundation: An industrial-grade System on Module design with long-term availability, scalable production support, and a compact footprint optimized for harsh and mission-critical environments. 

Why "Edge AI" Matters 

Traditionally, AI models were sent to the cloud for processing. For modern industrial applications, that’s often too slow and too risky. By moving the "thinking" to the phyCORE-i.MX 8M Plus, developers unlock three critical advantages: 

1. Ultra-Low Latency: Decisions are made in milliseconds, not seconds. 

2. Ironclad Privacy: Sensitive data stays on the device rather than being transmitted over the internet. 

3. Reliability: The system functions perfectly even if the local network or internet connection drops. 

Vision-First Design 

For developers working on Machine Vision, this SOM is a powerhouse. It features a dual Image Signal Processor (ISP) and MIPI-CSI camera interfaces. This allows the module to handle two cameras simultaneously—perfect for depth sensing, stereo vision, or complex quality inspection on high-speed production lines. 

Built for the Rigors of Industry 

Consumer-grade tech doesn't survive in a factory or an outdoor kiosk. PHYTEC has engineered the phyCORE-i.MX 8M Plus for industrial-grade reliability. 

Connectivity: Features like Dual Gigabit Ethernet with TSN (Time-Sensitive Networking) ensure your devices communicate with perfect synchronization. 

Scalability: The SOM design allows you to prototype quickly and transition to mass production without redesigning your core electronics. 

Longevity: PHYTEC offers long-term availability, ensuring your product can be manufactured and supported for years to come. 

Where Will You Find It? 

The versatility of this module means it’s popping up across almost every sector of the "Smart" world: 

Industrial HMI: Modern control panels with voice and gesture recognition. 

Smart Cities: AI-enabled surveillance that can detect accidents or traffic flow locally. 

Medical Tech: Reliable, low-power devices for bedside diagnostics and imaging. 

Agriculture: Autonomous drones and sensors that identify crop health in real-time. 

Conclusion  

The phyCORE-i.MX 8M Plus represents a shift in how we think about embedded design. It removes the complexity of low-level hardware integration, giving developers a "head start" so they can focus on what really matters: innovation. 

If you are building a device that needs to see clearly, think quickly, and last for a decade, the foundation of your project has arrived. 

[sivaharshini]

The 2026 Guide to System on Modules (SoM)

January 2026 | Industry Briefing

As we kick off 2026, the embedded systems landscape is defined by a shift toward "modular-first" design. System on Modules (SoMs) / Computer on Modules(CoMs) have become the gold standard for navigating the dual pressures of increasing computational demands and shrinking time-to-market windows. 

What is a System on Module (SoM)? 

A System on Module (SoM) is a compact, production-ready computing platform that integrates the "brain" of an embedded system-processor, memory, power management (PMIC), and core interfaces—onto a single PCB. 

By utilizing a SoM, engineering teams can offload the high-speed signal integrity and complex power-sequencing challenges of the core processing unit, allowing them to focus on the carrier board design and application-specific software. 

Why SoMs are Dominating in 2026 

In 2026, the "Make vs. Buy" debate has tipped heavily toward "Buy" for several reasons: 

Design Velocity: Drastically reduces the hardware development cycle. 

Scalability: Many System on Module’s follow industry standards allowing for easy CPU upgrades without redesigning the baseboard. 

Risk Mitigation: SoMs come pre-validated for signal integrity and often carry pre-certified wireless modules. 

Long Lifecycle: Leading vendors offer 10–15 year availability, essential for industrial and medical sectors. 

Key Players: The 2026 SoM Ecosystem 

The market is currently categorized by three distinct types of providers: 

PHYTEC

Toradex

Variscite

Rugged Board

Advantech

Kontron

Congatec

SECO

ADLINK

SolidRun

Octavo Systems

Selection Criteria for 2026 Projects 

When evaluating a System on Module provider this year, look beyond the datasheet. Consider these five pillars: 

Form Factor Standards: Will you use a proprietary pin-out or an industry standard like SMARC 2.1, OSM (Open Standard Module), or COM-HPC? 

Software Ecosystem: Does the vendor provide a Mainline Linux kernel, Yocto Project layers, or a containerized OS  

Security Integration: In 2026, hardware-based "Root of Trust" and encryption support are non-negotiable for IoT edge devices.

Thermal Management: As edge AI performance increases, evaluate the module’s thermal dissipation efficiency at high loads. 

Supply Chain Transparency: Ensure the manufacturer provides clear "End of Life" (EOL) roadmaps. 

Looking Ahead 

The SoM market in 2026 is no longer just about hardware; it is about the total solution. The most successful designs this year will be those that leverage the robust software stacks and long-term support cycles provided by established leaders like PHYTEC,Toradex, Variscite, Advantech. Kontron.  

Conclusion System on Modules have become the cornerstone of modern embedded design, offering speed, scalability, and reliability in an increasingly competitive market. In 2026, success will depend on choosing the right SoM partner—one that provides not just hardware, but a complete ecosystem of software, security, and long-term support. Whether you’re building industrial automation, medical devices, or edge AI solutions, adopting a modular-first approach is no longer optional—it’s the future. 

Happy New Year 2026! May your hardware be stable, your latency low, and your product launches seamless.