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Edge AI, Brought to Life at Embedded World

Embedded World 2026 made one thing clear: AI is no longer confined to the cloud—it’s moving decisively onto the device. Across our demos and conversations, a consistent theme emerged: intelligence is shifting closer to where data is created—into devices, environments, and the physical world.

From smart homes to industrial systems and a wide range of emerging robotics applications, the focus is evolving from what AI can do to how efficiently, responsively, and seamlessly it operates at the Edge.

From Edge Intelligence to Real-World Awareness

Edge AI is evolving into context-aware, real-world intelligence. Systems are beginning to not just process data, but also to understand context and respond in real time.

At Embedded World, we brought this to life through integrated platforms that sense, process, and act—demonstrating how AI is transitioning from a technical capability to a tangible user experience across real-world applications.

Smart Homes: SYN765x Connectivity Platform

In smart homes, AI is enabling devices to detect events, automate responses, and enhance security, while preserving privacy through local processing.

Our latest SYN765x solution integrates Wi-Fi® 7, Bluetooth® 6.0, and embedded AI compute into a single solution. The result: faster decision-making, reduced system complexity, and built-in security—bringing real-time intelligence directly into the home.

Edge AI Audio MCUs: Synaptics Astra™ SR80

Audio devices are becoming more intelligent and responsive. From headsets to conferencing systems, AI enables real-time voice recognition, noise suppression, and contextual audio processing.

The Synaptics Astra SR80 family is designed for always-on, low-power intelligence — delivering adaptive, personalized audio experiences that respond almost instantly to users and their environments.

Advancing the Ecosystem: Coral and Google Collaboration

We also showcased the Synaptics Coral Dev Board, highlighting how advanced AI workloads can run directly on Edge devices. Powered by Astra SL2610 and Synaptics’ Torq™ NPU—alongside the Coral NPU by Google Research—the dev board enables efficient, on-device inference for both generative and perception-based AI.

Pre-configured with the Gemma™ model and supported by an open, MLIR-based toolchain, it provides a streamlined path from prototyping to production—making Edge AI more practical and accessible across smart home, industrial, wearables, and hearables applications.

Coral Board

Together, these demos illustrate the broader transition: from isolated Edge inference to systems that combine processing, connectivity, sensing, and AI into cohesive, production-grade applications.

Why Edge AI Changes Everything

Bringing AI to the Edge fundamentally transforms system performance and scalability. It enables:

  • Real-time responsiveness with ultra-low latency
  • Enhanced privacy through local data processing
  • Reduced reliance on cloud infrastructure
  • Greater power efficiency for embedded systems
  • Increased autonomy, allowing devices to operate independently

These benefits are accelerating the shift toward distributed intelligence, where processing is embedded across connected devices rather than centralized in the cloud.

Building an Open Ecosystem for Edge AI Innovation

As Edge AI adoption accelerates, developer accessibility becomes critical.

Synaptics is focused on enabling innovation through support for open frameworks and toolchains, including evolving compiler technologies, exemplified by collaboration with partners such as Google Research, to expand AI capabilities at the Edge.

This approach helps reduce barriers to development and supports a more scalable ecosystem—allowing developers to build, deploy, and iterate more quickly.

The Future: Intelligent, Connected, Everywhere

AI is rapidly becoming a foundational capability across embedded systems.

At the center of this evolution is the shift toward integrated platforms that combine compute, connectivity, and sensing—regardless of the application.

Synaptics is enabling this transition by helping bring intelligence to the Edge, where it can deliver the greatest impact.

Looking Forward

Thank you to everyone who visited Synaptics at Embedded World.

If we didn’t connect during the show, we welcome the opportunity to continue the conversation.

Because, as AI continues to evolve, one thing is clear:

Intelligence is most powerful when it’s embedded, efficient, and exactly where it needs to be.

Qualcomm’s engineering journey to evolve RF exposure management for modern wireless performance

What you should know:
  • Time-Averaged Specific Absorption Rate (TAS), is a method of RF exposure management established by Qualcomm Technologies to address evolving performance requirements of 5G, multi-radio devices and emerging technologies while meeting worldwide RF exposure regulation. 
  • Between 2012 and 2019, Qualcomm led the industry in research, testing and validation, culminating in a breakthrough solution that set a new standard for the industry. 
  • Our innovations paved the way for other OEMs and set new benchmarks for compliance and performance, and transformed how the industry approaches RF exposure compliance and device performance.

When Qualcomm Technologies pioneered a new way to manage RF exposure through real-time averaging, it wasn’t simply about a new product. Behind this breakthrough development is a story about years of vision, collaboration and technical rigor that paved the way for a new era in RF exposure management. Spanning nearly a decade, the journey to develop this new technology — Time-Averaged Specific Absorption Rate (SAR), also known as TAS — stands as another example of our relentless drive to develop the best wireless experience possible and deliver maximum benefit to industry and consumers.

 

A foundation built on determination: 2012–2019

Developing TAS required years of systematic effort to redefine how wireless devices manage RF exposure. Our expertise in mobile gave us a unique line of sight to where the industry was headed, and we were pursuing novel ways to enable the growth required for better uplink performance.

The seeds of TAS were planted in 2012, when our engineers and scientists recognized a looming challenge: Legacy RF exposure management was holding back the promise of next-generation wireless technologies. The team saw that RF exposure management using static, capped peak power limits were stifling innovation and making it harder for device makers to deliver the performance users were demanding. Thus began a decade of dialog, research, testing and validation, culminating in a breakthrough solution that set a new standard for the industry.

This effort unfolded through several key milestones:

  • Early regulatory engagement:

In 2012, we presented the concept of real-time averaging for RF exposure management to the FCC, initiating a dialogue that would shape future compliance procedures. We worked closely with regulators worldwide, advocating for the adoption of time averaging as a scientifically sound and practical approach to Regulatory compliance.

  • Technical prototyping and validation:

Between 2013 and 2015, Qualcomm Technologies developed and tested prototype algorithms and devices, including the first sub-6 GHz hand-held device. These efforts demonstrated the feasibility of real-time power averaging and provided critical data for regulatory review.

  • Establishment of new regulatory test procedures:

In 2016, we released to the regulators the first version of SAR measurement procedures for validating TAS algorithms. Since then, the test cases and procedures for regulatory certification of wireless devices enabled with TAS RF exposure management have been updated to validate enhancements and used to enable other TAS providers to enter the market.

  • Algorithm development for 5G and mmWave:

As wireless technology has evolved, so have Qualcomm Technologies’ solutions. In 2018, our engineers expanded the algorithms to support 5G mmWave, addressing new challenges in device complexity and simultaneous multi-radio transmissions.

  • Collaboration with third-party labs:

To ensure robust validation, Qualcomm Technologies partnered with leading compliance labs and third-party test houses worldwide. These collaborations helped to harmonize TAS testing procedures and meet the compliance test and regulatory certification needs of OEMs for on-time launch of their commercial products.

  • Regulatory approval:

In 2018, the FCC first approved time averaging procedures for sub-6 GHz and mmWave devices, a direct result of our sustained engagement and technical advocacy. This enabled OEMs to design for compliance using time averaging, rather than relying on legacy power back-off methods.

  • Industry education and knowledge transfer:

Qualcomm invested significant resources in educating OEMs, operators, and labs about the new approach. Our teams provide training, consulting and technical support to accelerate industry adoption and ensure consistent, reliable compliance. To date, we have on-boarded 25 compliance labs in 8 different countries with 10 more labs in progress.

 

The launch: Qualcomm Smart Transmit becomes reality

In April 2019, Qualcomm Technologies launched TAS as a commercial product, branded Smart Transmit, as an optional feature in the first 5G-enabled smartphones. Smart Transmit was more than a product introduction; it was the culmination of years of hard work, technical excellence and industry-wide collaboration. The technology was validated, the ecosystem was ready and the industry was aligned on the benefits of dynamic RF exposure management.

 

Why this journey matters

In addition to cellular, today Smart Transmit includes Wi-Fi, Bluetooth® wireless technology, UWB, RFID and satellite radios. The rise of AI, XR and an ever-increasing number of wearables are placing even more importance on the efficiency and capacity of uplink transmission as devices send more and more data to the cloud for real-time learning and personalization.

The principles and methodologies developed during this journey paved the way for other OEMs and set new benchmarks for compliance and performance. The groundwork laid between 2012 and 2019 enabled not just a technical solution, but a transformation in how the industry approaches RF exposure compliance and device performance.

Qualcomm’s leadership in developing TAS reflects the strength of our research and development teams, our engineering ingenuity and our commitment to solving the hardest problems in wireless.

If you’re reading this from a desk in a climate-controlled office at HQ, take a second to appreciate your Wi-Fi. It doesn’t have to deal with strong winds, flammable vapors, or the constant threat of combustible gases. But for the IT teams managing “The Patch”- the remote rigs, sprawling pipeline networks, and high-stakes refineries—connectivity is a completely different beast.

In the Oil & Gas (O&G) world, “standard” equipment doesn’t just struggle – it fails. And in this industry, failure isn’t just an IT ticket: it’s a multi-million-dollar downtime event or, even worse, a safety hazard. As the industry pivots toward the “Digital Oilfield,” the demand for high-speed, reliable data at the extreme edge has never been higher. You need a network as tough as the crews operating the drills.

The “Mud, Sweat, and Gears” of O&G Connectivity

Let’s be real: trenching fiber to a remote wellhead or a moving offshore platform is a logistical nightmare and a financial black hole. Traditional wireless has often been the “best-effort” alternative, but it comes with its own baggage.

First, there are environmental extremes. We’re talking temperatures from -50°C to +75°C. Then there’s the HazLoc (Hazardous Location) factor. If your access point isn’t certified for Class I Division 2, ATEX, or IECEx, it may not even be allowed on your site. Finally, there’s a mobility challenge. Assets in O&G move—drilling rigs shift, service vehicles roam, and autonomous robots are now entering the fray. Maintaining a seamless connection while these assets are in motion has historically been the “Holy Grail” of industrial networking.

Enter the Heavyweight: The Cisco Catalyst IW9167E-HZ

 

This is where the Cisco Catalyst IW9167E-HZ steps into the ring. Think of it as the Swiss Army Knife of industrial wireless, specifically engineered for some of the most volatile environments on Earth.

The “HZ” stands for Hazardous Locations, and it wears its certifications like a badge of honor. With a heavy-duty, IP67-rated design, it’s built to withstand the vibration of a rig floor and the corrosive air of a coastal refinery. But it’s what’s inside that really changes the game for O&G IT professionals.

The Secret Sauce: Wi-Fi 6/6E + URWB

Why choose between local access and robust backhaul when you can have both in one box? The IW9167E-HZ features tri-radio capabilities that allow it to run Wi-Fi 6/6E and Cisco Ultra-Reliable Wireless Backhaul (URWB) simultaneously.

  • Wi-Fi 6/6E for the Workforce: Provide high-bandwidth connectivity for tablets, handheld scanners, and worker safety wearables. With the 6GHz spectrum, you’re looking at lower latency and higher capacity for the growing number of IIoT devices on-site.
  • URWB for the Infrastructure: This is Cisco’s “fiber-like” wireless technology. It delivers near-zero latency (<10ms) and zero packet loss during handoffs. Whether you’re connecting a moving autonomous vehicle or backhauling critical SCADA data from a remote wellhead, URWB ensures the data gets through without the “make-before-break” drops common in standard Wi-Fi.

By integrating both into a single device managed through a “single pane of glass” with Cisco Catalyst Center, you’re not just improving performance – you’re slashing your Total Cost of Ownership (TCO). No more managing separate, siloed networks for backhaul and access.

AI in the Patch: Not Just a Buzzword

We know IT teams are under pressure to “AI-enable” their operations. According to the 2024 State of Industrial Networking Report, 48% of industrial leaders believe AI will have the greatest impact on their networking strategy over the next five years. In O&G, this isn’t science fiction – it’s happening now.

Securing the Future of the Digital Oilfield

The right connectivity does more than keep systems running; it acts as a safeguard for your personnel and a catalyst for operational efficiency. Whether you are connecting a remote wellhead or managing a complex refinery, with the IW9167E-HZ you are building a resilient foundation that supports advanced AI, strengthens cybersecurity, and ensures that critical data is always available, even in the most volatile environments.

DNSFilter Wins Market Leader Placement for Internet Filtering, Protective DNS, SMB Cybersecurity in 14th Annual Global InfoSec Awards at #RSAC 2026

SAN FRANCISCO, CA –  MARCH 23, 2026 – DNSFilter is proud to announce we have won the following award(s) from Cyber Defense Magazine (CDM), the industry’s leading electronic information security magazine:

  • Market Leader in Internet Filtering
  • Market Leader in Protective DNS
  • Market Leader in SMB Cybersecurity

“We are thrilled to be named a market leader in three distinct categories by Cyber Defense Magazine during their 14th anniversary. On the heels of launching our DNS PreCheck and CyberSight capabilities, we have shown that we are committed to innovation and supporting enterprises, SMBs, and MSPs,” said Ken Carnesi, CEO of DNSFilter.

“DNSFilter embodies three major features we judges look for to become winners: understanding tomorrow’s threats, today, providing a cost-effective solution and innovating in unexpected ways that can help mitigate cyber risk and get one step ahead of the next breach,” said Gary S. Miliefsky, Publisher of Cyber Defense Magazine.

We’re thrilled to be a member on this coveted group of winners, located here:   http://www.cyberdefenseawards.com/

Please join us at the #RSAC RSAC Conference 2026, https://www.rsaconference.com/usa today, as we share our red-carpet experience and proudly display our trophy online at our website, our blog and our social media channels.

About DNSFilter
DNSFilter is a cybersecurity company that protects every click, leveraging AI-driven content filtering and threat protection to block threats up to 10 days earlier than competitors. DNSFilter’s solution secures workers wherever they are, helping organizations boost productivity, minimize compliance risk, and protect corporate brands on public Wi-Fi networks. Trusted by more than 45,000 organizations worldwide, DNSFilter enables organizations to deploy powerful protection in minutes while gaining deep visibility into their security posture. Learn more at dnsfilter.com.

About the Global InfoSec Awards
This is Cyber Defense Magazine’s thirteenth year of honoring InfoSec innovators from around the Globe. Our submission requirements are for any startup, early stage, later stage, or public companies in the INFORMATION SECURITY (INFOSEC) space who believe they have a unique and compelling value proposition for their product or service. Learn more at www.cyberdefenseawards.com

In the embedded systems world, embedUR has spent the last twenty years in the trenches. We’ve built the wireless infrastructure that runs enterprise access points and the residential gateways sitting in millions of homes. In that time, we’ve learned one thing: regulatory shifts aren’t just legal problems. They are engineering problems.

The EU Cyber Resilience Act (CRA) is one of the biggest shifts we’ve seen in a decade. It isn’t just a footnote in a policy briefing; it’s a fundamental change in how we need to or should design, build, and most importantly, sustain products. At embedUR, we’ve guided teams through every Wi-Fi evolution from the early days of 802.11n to the complexities of Wi-Fi 6E and the new world of tinyML at the edge.

From where we stand, the CRA shouldn’t be a headache. It should be the catalyst that finally forces the industry to build smarter, more resilient systems.

But let’s be honest: for an engineering lead trying to hit a product launch date while staring down resource gaps, the CRA looks like a mountain of paperwork. To climb it, you have to bridge the gap between using an open-source RTOS like Zephyr and meeting the rigorous demands of European law.

The Clock is Ticking: Understanding the CRA Milestones

We are currently in early 2026. The grace period is evaporating. The CRA was formally adopted back in late 2024, and the first major hammer will drop on September 11, 2026. That is the date when mandatory vulnerability reporting goes live.

If your device has a digital element and you sell it in the EU, you have 24 hours to report an exploited vulnerability. Not 24 hours after you fix it—24 hours after you find it.

By December 2027, the remaining requirements kick in: security-by-design as a legal mandate, machine-readable Software Bills of Materials (SBOMs), and a 5-year support window. If you miss these marks, the fines are eye-watering: up to €15 million or 2.5% of your global turnover. For any U.S. company exporting to Europe, which is a massive chunk of the global market, this is now the cost of doing business.

Why Zephyr is our Go-To (And Why It’s Not a Silver Bullet)

We’ve been working with Zephyr RTOS since its early releases in 2016. It’s under the Linux Foundation, it’s transparent, and it’s modular. On paper, it’s the perfect answer to the CRA.

Zephyr’s PSIRT (Product Security Incident Response Team) is excellent. They handle CVEs (Common Vulnerabilities and Exposures) with a level of transparency that mirrors the Linux kernel. When a bug is found in the networking stack, the fix is public and documented.

Furthermore, the Long-Term Support (LTS) releases, like the 3.7 LTS, offer five years of security maintenance. That perfectly maps to the CRA’s support requirements.

Zephyr also gives us the “West” tool. Using west spdx, we can generate an SBOM automatically during the build process. If you’ve ever tried to manually track every library and sub-component in a proprietary RTOS, you know that automated SBOM generation is a godsend. It takes the drudgery out of compliance.

However, this is the local engineer’s truth: upstream Zephyr is not the same thing as a shipping product.

The Reality of “The Fork” and Maintenance Debt

Here is where the theory hits the floor. In our work sustaining Wi-Fi products for major global brands, where we manage fleets of over 10 million units, we’ve seen divergence as a major problem.

An engineer starts with a clean Zephyr LTS branch. Then, the silicon vendor provides a HAL (Hardware Abstraction Layer) that isn’t quite right for the specific power constraints of a Cortex-M4 gateway. So, the engineer tweaks the kernel. Then the marketing team requests a specific feature that requires a custom driver. Before you know it, you’ve forked the repo.

When a security patch comes down from the Zephyr upstream six months later, it doesn’t fit. It breaks your custom power management. It conflicts with your Wi-Fi driver. Now, compliance means a three-week rebase and a full regression test.

If you have a multi-SKU product line, maybe some devices use ARM and others use RISC-V, your vulnerability tracking turns into a nightmare. There are cases where a field-reported bug traced back to an unpatched erratum in a silicon vendor’s HAL. Because the team had drifted too far from the clean upstream code, they couldn’t pull the fix. 

This kind of delay is exactly what the CRA will penalize.

The tinyML Constraint

The complexity doubles when you add tinyML. We’re seeing more industrial gear using TensorFlow Lite Micro on Zephyr to do predictive maintenance at the edge. These models are ultra-constrained. Every byte of RAM matters.

When you’re fighting for every kilobyte to make an AI model work on an IoT sensor, security overhead feels like an enemy. But under the CRA, that edge intelligence is part of the product’s digital footprint.

If your ML inference engine has a buffer overflow vulnerability, you are liable. Shoehorning these models into Zephyr while maintaining a secure, updatable bootloader (like MCUboot) requires a level of memory management that most teams aren’t prepared for.

Making Compliance a Competitive Edge

So, how do we stop compliance from being a burden and turn it into a reason why customers choose you over a competitor? You have to treat security as a feature, not a chore.

1. Stop Wild Forking

The biggest mistake we see is that engineers treat Zephyr like a one-off download. You have to stay aligned with the LTS branches. We recommend a “cherry-pick” strategy. You pin your project to a stable LTS version and build a rigorous process for pulling in only the security patches you need. This keeps your custom “secret sauce” separate from the core RTOS plumbing.

2. Automate the Paperwork

If an auditor asks for your SBOM, you shouldn’t have to spend a week in Excel. We help our clients integrate SBOM tools directly into their CI/CD pipelines (like GitLab or GitHub Actions). 

Every time a developer pushes code, the system should automatically run a vulnerability scan (using tools like grype or trivy) and generate a new SPDX file. If a vulnerability is found, the build should fail before the code ever reaches a device.

3. Standardize via Device Tree Overlays

To handle the multi-SKU headache, we use Zephyr Device Tree overlays. Instead of having different codebases for different hardware, you keep one core application and use overlays to describe the hardware differences. This minimizes code drift and ensures that a security patch for your BLE stack works across every device in your catalog.

4. Hardware-in-the-Loop (HiL) Testing

You can’t trust a simulation for CRA compliance. You need automated test rigs where real hardware is subjected to simulated exploits. At embedUR, we’ve built environments where we test everything from LTE stack vulnerabilities to timing glitches in crypto libraries. 

This is how you catch a DoS (Denial of Service) bug before it gets found in the field and  becomes a mandatory 24-hour report to the EU.

The embedUR Difference: Real Engineers, Real Solutions

This is what we do. We aren’t a compliance consultancy that just hands you a PowerPoint. We are an engineering firm with over 400 expert embedded systems engineers who live in the kernel. Our architects have upstreamed code to Zephyr’s networking modules. We also know the silicon vendors—NXP, Infineon, Nordic, and Silicon Labs—and where their HALs usually break.

We have the sustainment framework ready to go. We handle the kernel upgrades, the CVE monitoring, and the SBOM maintenance so that your senior engineers can focus on the stuff that actually makes you money, like your next-gen predictive maintenance algorithms or your cloud-to-edge analytics.

The Bottom Line

The September 2026 deadline is closer than it looks on the calendar. In the world of embedded systems, eighteen months is one design cycle. If you start thinking about the CRA during the testing phase, you’ve already lost.

Is your Zephyr setup a solid foundation, or is it a house of cards? If you’re building for the EU market and worried about staying compliant without killing your product roadmap, let’s talk.

We can do a technical review of your current stack and show you exactly where the gaps are. We’ve been through the Wi-Fi wars and the IoT explosion; we can get you through this, too.

Let’s get your engineering team back to innovating. Schedule a Technical Review: Talk directly with our lead architects about your current Zephyr stack and CRA gaps.

IoT deployments are moving from pilot programs to scaled rollouts, and the conversation is changing.

As deployments scale, different application tiers demand different optimization points. High-end platforms are built to manage complex, multiprotocol, and mesh networking environments. Broad-market deployments, however, prioritize streamlined capability—long-range, multi-year battery life, deterministic responsiveness, built-in security, and cost structures aligned with volume production.

That’s the design philosophy behind Silicon Labs’ EFR32FG23L sub-GHz wireless SoC.

Sub-GHz Wireless: Designed for Structured, Real-World Architectures

Many high-volume sub-GHz systems follow structured topologies such as sensor-to-gateway, remote-to-controller, and endpoint-to-hub. These are not massive mesh networks, but purpose-built wireless links that prioritize predictability, fast response, and architectural simplicity.

Designing Large Scale Sub-GHz Wireless Systems Requires Discipline

The EFR32FG23L SoC was built specifically for these types of deployments. Rather than carrying the overhead of multiprotocol stacks intended for complex network coordination, FG23L delivers a streamlined architecture optimized for proprietary and star network topologies. The result is a tightly integrated platform that balances performance, memory footprint, and cost efficiency.

This approach allows developers to focus on what matters most: building responsive, reliable wireless products without paying for silicon they don’t need.

Extending Sub-GHz Wireless Range Where It Matters

Sub-GHz connectivity continues to be the preferred choice for applications that demand deep penetration, extended coverage, and reliable performance in challenging RF environments.

From industrial campuses and agricultural fields to commercial buildings and residential perimeters, longer range directly impacts system economics. Fewer gateways. Simplified installation. Lower infrastructure costs.

The FG23L SoC supports global sub-GHz bands and delivers a strong link budget that enables robust connectivity across diverse deployment scenarios. Whether navigating dense industrial structures or covering wide outdoor spaces, the device is engineered to maintain reliable communication over distance.

In this context, range is just as much a business enabler as an RF metric.

Deterministic Communication for Responsive Systems

In many sub-GHz applications, timing is everything.

A remote key fob has to respond instantly, an access control system needs to be authenticated without delay, and an industrial safety trigger cannot tolerate uncertainty.

These use cases demand deterministic, low-latency communication rather than complex routing protocols. By leveraging Silicon Labs’ RAIL (Radio Abstraction Interface Layer), developers can implement custom PHY and MAC layers that are optimized for responsiveness and efficiency. This flexibility allows precise control over airtime, data rate, and power consumption assuring predictable system behavior.

For designers building proprietary wireless systems, this level of control is often more valuable than protocol breadth.

Power Efficiency That Enables Large Scale IoT

Battery life remains one of the defining constraints in IoT design. Maintenance costs, service intervals, and user experience are all shaped by energy consumption.

The FG23L SoC is engineered to support multi-year battery operation across a wide range of endpoint devices. Its low sleep currents, fast wake-up capabilities, and intelligent low-power listening modes allow systems to remain energy-efficient without sacrificing responsiveness.

From security sensors and smart agriculture nodes to consumer remotes and monitoring devices, efficient power design directly reduces operational costs and supports large-scale deployment models.

At scale, every microamp matters.

Security as a Foundation, Not an Afterthought

As IoT devices proliferate across industrial and residential environments, security expectations rise. Device identity, encrypted communication, and secure firmware management are baseline requirements.

The FG23L integrates Secure Vault™ embedding hardware-rooted security directly into the device architecture. Secure boot, hardware-accelerated cryptography, secure debug capabilities, and advanced protection mechanisms provide a strong foundation without requiring external security components.

By integrating security at the silicon level, developers can meet modern protection requirements while maintaining cost and design efficiency.

Multicore Architecture and Integration That Simplifies System Design

With dedicated cores for application, radio, and secure engine, the FG23L SoC provides ample compute headroom to minimize protocol and application processing latency, ensuring responsive sub-GHz wireless communication.

In cost-sensitive designs, integration drives advantage, and the FG23L brings together a rich set of analog and digital peripherals to support real-world product requirements, including precision data acquisition, autonomous sensing, flexible communication interfaces, and extensive GPIO to enable compact, single-chip solutions.

Higher integration also reduces external components, simplifies PCB layout, and accelerates development cycles. For manufacturers targeting competitive markets, these efficiencies translate directly into lower total system cost and faster time to market.

FG23L Sub-GHz SoC: Built for Broad-Market Opportunity

Sub-GHz technology continues to expand beyond traditional industrial niches into commercial infrastructure and home automation ecosystems. Wireless I/O modules, condition monitoring systems, building automation platforms, lighting control, access systems, smart locks, perimeter sensors, and remote-control devices all share a common set of requirements: structured communication, long-range reliability, battery-powered operation, hardware-rooted security, and cost alignment for volume deployment.

The FG23L was designed precisely to meet these design requirements.

FG23L Applications

Focused Capability for the Next Phase of Sub-GHz IoT Growth

The future of sub-GHz IoT growth won’t be driven by maximum feature density as much as by focused capability and devices that deliver the performance designers need while eliminating unnecessary overhead.

The FG23L sub-GHz wireless SoC embodies this trend, combining low cost, long-range connectivity, deterministic communication, integrated security, ultra-low power operation, and streamlined memory into a cost-optimized platform tailored for scale.

As IoT continues its transition from specialized deployments to mainstream infrastructure, right-sized wireless solutions will define competitive advantage.

COSTA MESA, Calif., March 24, 2026 — EnGenius Technologies Inc., a global leader in advanced connectivity and cloud-managed networking solutions, is pleased to announce the expansion of its AI-powered Network Video System (NVS) lineup with two tower-based SKUs designed to bring intelligent analytics, centralized cloud management, and enterprise reliability to existing ONVIF & RTSP camera deployments. This transformative solution brings AI intelligence to existing camera systems without the need for a full hardware replacement, significantly reducing upgrade costs, minimizing the risk of evidence loss, and accelerating investigations. The company also announced that its EnGenius EVS1004D has been honored with a Best of Show award at Integrated Systems Europe 2026, where industry judges recognized the platform’s innovation in AI-driven video surveillance and seamless cloud management designed to simplify enterprise security deployments..

The new lineup includes: 

  • EVS1004D — Cloud Managed AI 4-Bay Network Video System Tower
  • EVS1002D — Cloud Managed AI 2-Bay Network Video System Tower

Both systems enable organizations to upgrade existing ONVIF-compatible cameras with advanced AI capabilities—without costly camera replacements— capable of supporting up to 16 non-AI channels, or a maximum of 4 channels when 2 AI-enabled cameras are included, for intelligent, real-time video analysis.

Recognizing the stringent legal and regulatory compliance requirements faced by multi-site SMBs and enterprise organizations across the retail, hospitality, healthcare, education, and finance sectors, the EnGenius NVS Series delivers reliable, 24/7 video availability and playback. By combining edge-based storage with unified cloud management, the EVS Series provides a secure, scalable, and resilient surveillance ecosystem designed to meet the operational and compliance demands of modern, distributed environments.

Intelligent AI Upgrade for Existing Cameras

EnGenius Cloud Managed AI NVS platforms enhance third-party ONVIF or RTSP cameras with powerful edge and cloud-based intelligence. Supporting FHD to 4K resolutions, both tower models deliver 24/7 continuous recording, intelligent metadata-driven analytics, and centralized cloud management across single or multi-site deployments.

AI processing is performed locally while leveraging EnGenius Cloud AI for advanced search, alerts, and insights. Natural language search powered by multimodal AI/LLMs allows operators to locate critical video evidence using simple descriptions—dramatically reducing investigation time.

Two Tower Options for Flexible Deployments

Designed to fit a wide range of surveillance needs, both SKUs share a desktop tower housing optimized for professional environments:

  • EVS1004D (4-Bay Tower)
    Provides enterprise-grade RAID-protected storage (RAID 1/5/6) for high availability and long-term video retention, ideal for larger or compliance-driven deployments.
  • EVS1002D (2-Bay Tower)
    A compact, cost-efficient solution delivering centralized AI-enabled recording and analytics, with RAID 1–protected storage for added data reliability, for small to mid-size installations.

Both models feature:

  • Maximum video backup capacity: up to 30 channels with EnGenius AI cameras; 16 channels with third-party, non-AI-enabled cameras; or up to 4 channels when two AI-enabled cameras are used for intelligent, real-time video analysis.
  • 1× 10-Gigabit Ethernet + 1× Gigabit Ethernet ports
  • USB 3.0 ×4 and USB 2.0 ×1 connectivity
  • SA2.5″ or 3.5″ SATA 3 drives; includes 1× HDMI port and 1× Kensington lock slot.
  • ONVIF Profile S and RTSP compatibility
  • Cloud-managed access anytime, anywhere

“We are delivering simplicity and intelligence to the security landscape. For years, the high cost of rip-and-replace upgrades has prevented organizations from adopting modern AI-driven security. With the EnGenius AI Network Video System, enterprises can preserve their existing camera investments while unlocking advanced AI analytics and enterprise-grade data redundancy—seamlessly bridging legacy infrastructure with the future of intelligent surveillance.”

— Roger Liu, Vice President at EnGenius

Secure, Bandwidth-Efficient, and Future-Ready

Security is built into every layer of the EnGenius AI NVS architecture. By transmitting AI metadata instead of continuous video streams, both systems significantly reduce WAN bandwidth usage—making them ideal for scalable, multi-location environments.

Flexible Video Backup Mechanism

Designed for multi-site enterprise environments, the EVS Series enables seamless video backup across distributed networks within the same organization to EnGenius NVS units. Featuring customizable retention policies, administrators can define recording duration or storage limits to align with legal, regulatory, and operational requirements.

Unified Cloud Management in a Single Ecosystem

Eliminating system silos, the EVS Series seamlessly integrates with all cameras within the EnGenius Cloud platform, enabling IT teams to centrally manage storage, video access, and device health from a single interface. This cloud-native architecture delivers streamlined monitoring and actionable insights—without the complexity of on-premises server deployments.

Designed for Every Industry

The EnGenius Cloud Managed AI NVS solutions are purpose-built for education, retail, hospitality, student housing, senior living, corporate offices, and warehousing, delivering actionable intelligence such as people and vehicle detection, tracking, counting, and real-time Cloud-AI alerts for incidents including bullying, fights, accidents, or restricted-area access.

The Next-Generation of Intelligent Storage

“We are delivering simplicity and intelligence to the security landscape. For years, the high cost of rip-and-replace upgrades has prevented organizations from adopting modern AI-driven security,” said Roger Liu, CEO of EnGenius Technologies. “With the EnGenius AI Network Video System, enterprises can preserve their existing camera investments while unlocking advanced AI analytics and enterprise-grade data redundancy—seamlessly bridging legacy infrastructure with the future of intelligent surveillance.”

Availability

The EnGenius Cloud Managed AI Network Video System Tower lineup—including the EVS1004D (4-bay) and EVS1002D (2-bay) models, will be available through EnGenius authorized resellers and distribution partners beginning in March 2026. For additional product specifications and purchasing information, visit: EnGenius AI NVS

The LinkRunner® AT 1500 provides fast copper network link and cable testing for frontline network technicians, including PoE++ validation up to 90W

FAST FACTS

  • NetAlly announced the LinkRunner AT 1500, a new model in the LinkRunner family of network and cable testers.
  • At $1,495 MSRP this essential network cable tester offers pro-level testing at a technician-level price.
  • It offers fast, automated testing for copper network links and cables designed for frontline network technicians.
  • NetAlly’s LinkRunner handheld testers help IT teams troubleshoot Power over Ethernet (PoE) issues quickly and accurately for all PoE standards.

Colorado Springs, Colorado, USA – March 23, 2026 – NetAlly, the company behind the industry’s first handheld network analyzer, today announced the LinkRunner® AT 1500, an essential network link and cable tester in the LinkRunner family. It provides fast and comprehensive validation of copper network links and cables for everyday troubleshooting, moves/adds/changes, and fault isolation. It’s designed for frontline network technicians, IT teams and managed service providers.

“The 1500 brings pro-level testing to frontline techs at just $1,495 MSRP. It draws on our twenty-five-plus years of experience building innovative troubleshooting tools for network engineers and technicians,” said Dan Klimke, NetAlly Director of Product Marketing. “The goal is simple: put fast, definitive answers in the hands of the technicians closest to the problem, so issues get solved at the source, not escalated up the chain. With Wi-Fi 7 access points, smart building systems, and modern IoT devices increasingly demanding higher power levels that only PoE++ can deliver — the LinkRunner AT 1500 validates full 90W PoE performance to ensure those devices are fully powered upon deployment.”

In a 2025 survey, NetAlly customers reported completing installs and repairs up to 60% faster using these tools. The LinkRunner AT 1500 can verify connectivity, link speed, VLAN, and Power over Ethernet (PoE) with one tap, without a bulky laptop or extensive training. Detailed results and screenshots are automatically uploaded to Link-Live, NetAlly’s free collaboration, reporting, and analysis platform. This allows junior techs to diagnose issues more confidently with less oversight, and IT teams to handle more work with the same headcount.

LinkRunner AT 1500 delivers fast, automated testing across every layer of the network link:

  • Detects cable length, common mis-wires, and distance to fault.
  • Automatically discovers the nearest switch name and port.
  • Verifies link speed and duplex, up to 10 Gig.
  • Validates VLANs, network services, and connectivity to on- and off-net devices.
  • Measures PoE voltage, wattage and active pairs to pinpoint issues and confirm power delivery before device installation.

All LinkRunner AT models are available from NetAlly’s authorized channel partners across North America, Europe, and Asia. For more information: https://www.netally.com/linkrunner-ethernet-testers/

About NetAlly
Since creating the industry’s first handheld network analyzer in 1993, NetAlly has been helping network and cybersecurity professionals better deploy, manage, maintain and secure today’s complex wired and wireless networks. The NetAlly family of network test and analysis solutions simplifies network testing and cybersecurity assessments, provides instant visibility for efficient problem resolution, and enables seamless collaboration between site personnel and remote experts. To learn more and see how NetAlly helps network and security professionals get their jobs done faster, visit https://www.netally.com/, follow us on Facebook, Bluesky, LinkedIn, Instagram, X, or YouTube.

At Embedded World, MediaTek demonstrated how we’re bringing a new level of edge AI capabilities to a wide range of IoT devices and applications, from robots and drones to smart homes and vehicles. We’re proving that edge AI isn’t limited to small, power-constrained devices anymore. Our Genio platform pairs extreme computing power and exceptional efficiency to enable impressive on-device generative AI and real-time multimodal processing at the edge in advanced IoT applications.

MediaTek’s brand new Genio Pro platform was a standout at the show and earned an Embedded World Best in Show Award from Embedded Computing Design. With 50+ TOPS of AI acceleration, plus support for up to 16 camera inputs and three 4K displays, Genio Pro is ideal for autonomous mobile robotics, industrial robotics, commercial drones, transportation and logistics platforms, and other advanced IoT devices.

We showcased MediaTek’s technology in action, with more than 15 demos at our booth and 20 MediaTek partners demonstrating our technology across the show floor. Below are some highlights:

    • Robots: We showed off Nuwa’s Kebbi robot, powered by Genio 720, which offers health monitoring and acts as a companion with advanced AI capabilities.
    • Drones: We displayed MediaTek-powered commercial drones and related solutions from Lantronix, Taiwan Drone 100, and ITRI, integrating a range of AI features.
    • Home Security: We demonstrated an AI network video recorder (NVR) proof of concept for residential security from Pegatron, leveraging vision language models (VLM) to analyze multi-camera imagery in real time, converting videos into text records facilitates later searching
    • Virtual Concierge: We showcased a VLM-based generative AI virtual concierge that provides image-based, interactive assistance for mall navigation, culinary recommendations, and travel planning.
    • Medical: We highlighted SECO’s AI-powered medication identification and sorting system, along with SECO’s AI microscope image analysis device for researchers.
    • Industrial: We showed off an integrated smart factory management system with robotic dogs, plus a generative AI production monitoring system that enables real-time guidance and SOP compliance.
    • Smart Home: We showcased an all-in-one system from Asuka powered by Genio 520 for intuitive control of connected devices.
    • Beauty Assistant: We demonstrated an AI-powered makeup consultation device from XC-Tech that allows consumers to virtually try on different beauty products.
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MediaTek’s partners made several announcements at Embedded World, reflecting the breadth of the MediaTek IoT ecosystem.

SECO introduced its SOM-Trizeps-X-Genio360/360P platform for cost-sensitive embedded applications. Powered by Genio 360 and Genio 360P, this platform delivers robust on-device generative AI processing for advanced HMIs, mobile and handheld devices, smart appliances, and AI-enabled edge systems. SECO also demonstrated its Modular Vision solution powered by Genio 700, showing how medical automation use cases including face recognition, voice command processing, and sample inspection can run entirely at the edge with ultra-low latency.

MiTwell, MediaTek and RGo Robotics, announced a next-generation visual real-time localization solution (RTLS) to accelerate the adoption of Physical AI across warehouses, logistics operations, and industrial environments. The solution enables machines such as forklifts, mobile robots, and drones to become visible, traceable, and context-aware in real time without complex infrastructure.

Lantronix expanded its embedded compute platform with new SOM solutions based on MediaTek’s Genio SoCs, targeting industrial and commercial edge AI deployments. Lantronix also demonstrated a MediaTek-powered drone solution developed with Teledyne FLIR OEM, highlighting real-time edge intelligence for vision-based workloads.

Grinn introduced the GenioSOM-360, which brings high-performance edge AI to space-constrained applications. The module, powered by Genio 360P, delivers advanced processing and AI capabilities for industrial automation, healthcare devices, and smart city deployments. Grinn also shared that the company plans to bring Genio Pro products to market.

Plus, Beckhoff demonstrated the company’s Genio 700 module, which will hit the market later this year.

Together, these demonstrations highlight how MediaTek and its partners are accelerating the next wave of intelligent, edge AI devices across industries.

Wi-Fi 6E, Wi-Fi 7, and What’s Next

Wireless connectivity for hotels now plays a central role in guest satisfaction, brand compliance, and daily operations. Guests expect fast, reliable Wi-Fi across rooms, public spaces, meeting venues, and outdoor areas. When networks fall short, reviews suffer and loyalty declines.

Many hotel networks were not built for today’s demands. Guests bring multiple devices and rely on streaming, video calls, and cloud apps. At the same time, hotels depend on Wi-Fi for mobile check-in, digital keys, staff tools, and IoT systems. These combined demands strain legacy infrastructure.

With the latest Wi-Fi standards, Wi-Fi 6E and Wi-Fi 7, hotels have a clear path forward. Wi-Fi 6E adds access to the 6 GHz band, reducing congestion and improving performance in dense environments. Wi-Fi 7 builds on that foundation with higher speeds, lower latency, and more efficient data handling. Together, these technologies deliver consistent performance where it matters most.

Hotel brands continue to raise expectations for wireless connectivity. Many now require or strongly recommend Wi-Fi 6E or Wi-Fi 7 in new builds and major renovations. When properties delay upgrades, they risk falling behind brand standards and guest expectations.

Upgrading Wi-Fi requires more than new access points. In addition to upgrading equipment, hotels must assess current performance, design networks by space, and ensure the wired backbone can support higher throughput. A structured approach helps avoid gaps and ensures long-term performance.

This white paper explains the benefits of Wi-Fi 6E and Wi-Fi 7 for hotels. It outlines brand expectations, upgrade considerations, and key planning steps. It also provides a brief look at Wi-Fi 8 to support long-term strategy. Hoteliers will gain practical insight to guide investment decisions and improve wireless connectivity across their properties.

 

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