Category: Technology

AAEON and DEEPX Deepen Ties with Global Edge AI Mass Production Partnership at COMPUTEX TAIPEI 2026

Agreement formalizes shared vision and strategic goal of how best to address market demand for compact, low-power, high-performance AI platforms.

(Taipei, Taiwan – June 4) Leading provider of advanced industrial and embedded AI computing platforms AAEON (Stock Code: 6579) has confirmed that it has signed a three-year Mass Production Cooperation MOU with South Korean AI semiconductor company DEEPX Inc. The ceremony, which took place at the DEEPX exhibition booth in Hall 1 of the Taipei Nangang Exhibition Center during the opening day of COMPUTEX TAIPEI, saw both AAEON CEO Howard Lin and DEEPX CEO Lokwon Kim in attendance,  

The relationship between the two companies can be traced back a number of years, with a particular highlight being a December 2025 collaboration that saw multiple models from AAEON’s UP Development Kit and Mini PC series leverage DEEPX’s innovative DX-M1 AI chip, addressing market demand for ultra-low power, compact, and AI-ready edge platforms. Following sustained collaboration and extensive project validation, the two companies have now formalized their relationship through the signing of an MOU.

Under the agreement, the two companies will pursue a three-year cooperation to integrate DEEPX’s AI semiconductors (NPU) across key AAEON product lines, including industrial PCs, single-board computers, and edge platforms.

By pairing DEEPX’s innovative AI technology with AAEON’s extensive expertise in industrial computing, the companies have optimized both the hardware design and thermal architecture needed to maximize the performance of DEEPX AI chips. As a result, they state they will be better equipped to provide customers with practical, competitive platforms that are easy to integrate, deploy, and scale across a wide range of edge AI applications.

“Although DEEPX is one of our newer strategic partners, our collaboration has been exceptionally active and productive, driven by a deep alignment in addressing customer requirements for compact, low-power, and robust AI systems.,” said Howard Lin, CEO of AAEON. “By integrating AAEON’s global hardware platforms with DEEPX’s advanced semiconductor technology, we are well-positioned to deliver reliable, transformative edge AI solutions with long-term product availability across smart factories, healthcare, smart cities, and a wide range of industrial applications.”

At COMPUTEX 2026, AAEON will showcase edge AI solutions jointly developed with DEEPX and powered by DEEPX DX-series AI accelerators. These solutions will illustrate how customers can deploy AI inference directly at the edge for applications across machine vision, defect inspection, object detection, robotics, and automation.

Visitors interested in learning more about AAEON’s edge AI solutions are invited to visit Booth J1310 at Hall 1 of Taipei Nangang Exhibition Center, where live demonstrations and product specialists will be available.

COMPUTEX Taipei

Date: June 2–5

Venue: Taipei Nangang Exhibition Center, Hall 1, 1F

Booth: J1310

AAEON x Intel Pavilion

Venue: Taipei World Trade Center Hall 1, 1F

Booth: A0618

Liferay Launches Liferay AI Hub

LOS ANGELES – (June 3, 2026) – Liferay, a leading provider of Digital Experience Platforms (DXPs), today announced the launch of Liferay AI Hub, a standalone SaaS product that enables enterprise organizations to build, deploy, and manage AI agents through a low-code environment. Grounded in an organization’s own data and governed by its existing security policies, Liferay AI Hub is designed to give enterprises the speed and flexibility they need to adopt AI at scale without rebuilding the security infrastructure they already have in place. 

Enterprise AI initiatives often stall because of the complexity involved in deploying AI responsibly. Building governance from scratch can take months. Ensuring AI stays grounded in the right data, and never surfaces what it shouldn’t, requires infrastructure most organizations are still trying to build. And fragmented adoption across departments creates security gaps and redundant costs that often go unnoticed until it’s too late. Liferay AI Hub was built to solve those challenges. 

“The typical enterprise governance foundation includes access controls, data policies, and security infrastructure that have taken years to assemble. Liferay AI Hub lets organizations apply all of that to AI without starting over,” said Julia Molano, Director of Product Management at Liferay. “They can connect their preferred AI models, define agents tailored to their business, and deploy them in days, not months.” 

Governance by Design 

Liferay AI Hub is built on top of Liferay DXP’s existing security and access control framework. Rather than requiring organizations to build a separate governance layer for AI, Liferay AI Hub agents operate on behalf of authenticated DXP users, ensuring they can only access data that user is authorized to see. Every AI interaction is logged in a full audit trail, and sensitive information stays within the organization’s environment. The platform is designed to support enterprise compliance needs, including GDPR data locality, HIPAA access controls, and SOC 2 audit readiness. Liferay also holds ISO/IEC 42001 certification for its AI Management System, validating its commitment to responsible AI governance. 

Open Architecture, Any AI Service 

Unlike embedded AI solutions tied to a single vendor’s model, Liferay AI Hub is built on an open, model-agnostic architecture. Organizations can connect a wide range of LLMs, including models from providers such as Anthrophic, Google and OpenAI. As the AI landscape evolves, organizations can swap or add models without rebuilding agents or disrupting existing workflows, protecting their technology investments over time. Through the Model Context Protocol (MCP), customers can access data from any compatible system to be used by agents. 

Low-Code Agent Building for the Whole Enterprise

Liferay AI Hub provides a low-code studio designed for technical users, including existing IT resources, who need to configure, deploy, and manage AI agents without the overhead of custom development. Pre-built agent templates cover common use cases, including content creation. They can be reviewed, configured, and deployed in minutes. For more specialized requirements, teams can define bespoke agents grounded in their own documents, product catalogs, knowledge bases, and systems of record. 

Liferay AI Hub also supports multi-agent orchestration, allowing organizations to chain specialized agents into end-to-end business workflows, with complete human review checkpoints and event-driven triggers coming in later releases. Use cases span marketing content pipelines, supply chain risk monitoring, predictive audience segmentation, automated compliance review, proactive customer service triage, and more. 

Availability 

Liferay AI Hub is now available, Organizations interested in early access can visit www.liferay.com/capabilities/ai-hub to learn more. 

Snowflake Unveils Major AI, Governance & Interoperability Innovations at Summit 26

·       New CoCo innovations expand the experience across desktop, mobile, Slack, VS Code, Claude Code, and Microsoft Excel, enabling builders to work from the tools and environments they already use.

·       Snowflake also introduced Snowflake Datastream, a fully managed streaming service for Apache Kafka® that enables organizations to power real-time AI apps and agents with fresh, continuously flowing data directly within Snowflake.

·       Together, CoCo and Datastream simplify how organizations build and operationalize real-time AI by combining AI-assisted development with governed, real-time data in a single platform.

·       New CoWork capabilities including Cortex Sense, Artifacts, Deep Research, User Skills, and personalization help teams interact with enterprise data and AI through a unified, context-aware agent experience.

·       CoWork enables organizations to move beyond reactive question-and-answer experiences toward proactive, personalized intelligence that helps teams automate workflows, accelerate decision-making, and operationalize AI across the business.

·       New capabilities including Horizon Context help ensure every person, tool, and AI agent operates from the same trusted business context, while new AI security innovations provide purpose-built controls for governing and securing enterprise AI systems.

·       New security innovations including Agent Identity and enhancements to Snowflake Trust Center help organizations strengthen visibility, governance, and control as they scale AI and autonomous systems across the enterprise.

·       New interoperability innovations including support for Apache Iceberg v3, Snowflake Storage for Apache Iceberg Tables, external engine access management, and support for Iceberg REST Scan Plan API establish a single, governed foundation for enterprise data and AI.

·       Powered by Snowflake Horizon Catalog and Apache Polaris, these capabilities help organizations securely work from a single, live, governed copy of enterprise data across clouds, tools, engines, and enterprise systems.

·       Snowflake is also enabling organizations to securely interact with their enterprise data through natural language with Snowflake CoCo and Snowflake CoWork, while Automatic Data Agents and Agent Sharing automatically transform shared datasets into conversational AI agents with governance built in.

·       Check out all the innovations and announcements coming out of Snowflake Summit 26 on Snowflake’s Newsroom.

·       Stay on top of the latest news and announcements from Snowflake on LinkedIn and X, and follow along at #SnowflakeSummit.

Tech Mahindra Launches Agentic Development & Modernization Services to Drive Enterprise Application Transformation

Pune , June 3 : Tech Mahindra , a global provider of technology consulting and digital solutions to enterprises across industries, announced the launch of Agentic Development & Modernization Services, a next-generation services portfolio designed to empower enterprises modernize how applications are built, evolved, and operated. The portfolio integrates agentic AI across the application lifecycle, enabling organizations to accelerate their journey towards AI-led, autonomous enterprise ecosystems.

As enterprises embrace the next wave of AI-led transformation, Tech Mahindra is evolving the traditional definition of ADMS from Application Development and Maintenance Services to Agentic Development and Modernization Services, bringing together autonomous AI, modernization, and engineering excellence to drive smarter business outcomes. Built on Tech Mahindra’s decades of experience in application development and managed services, Agentic Development & Modernization Services portfolio combines engineering expertise with AI-driven delivery models to help enterprises modernize legacy application estates, optimize operations, and build future-ready digital platforms.

Through agentic AI, contextual reasoning, and intelligent orchestration, the portfolio enables systems to continuously analyze, adapt, and respond to evolving business needs, reducing manual intervention and driving measurable business outcomes. Additionally, the services will help enterprises accelerate velocity, improve operational predictability, strengthen continuous quality assurance, and enable more autonomous, scalable, and outcome-driven application environments.

Kunal Purohit, President – Next Gen Verticals, Tech Mahindra, said,

“As organizations increasingly shift toward AI-native operating models, industry estimates indicate that spending on application implementation and next-generation engineering services is expected to grow significantly over the next several years. This will be driven by the rising demand for intelligent operations, autonomous software engineering, and outcome-driven transformation. With Agentic Development & Modernization Services, Tech Mahindra is helping enterprises accelerate this transition by enabling more adaptive, resilient, and context-aware application ecosystems that define the future of autonomous enterprises.”

The new portfolio is structured around four integrated pillars:

• Modernizing Platforms for Autonomy – Re-architecting enterprise platforms into modular, API-first, and AI-ready foundations that support adaptive and agent-driven execution.
• Agentic Software Engineering – Embedding intelligent AI agents across software engineering and DevSecOps lifecycles to improve productivity, accelerate delivery, and enhance engineering outcomes.
• Autonomous Operations – Enabling AI-driven operations through intelligent automation, knowledge graphs, reasoning engines, and AIOps capabilities for real-time monitoring, optimization, and self-healing environments.
• Autonomous Quality Fabric – Transforming quality engineering through autonomous quality assurance agents that continuously optimize testing, reliability, and assurance across DevOps pipelines.

Agentic Development & Modernization Services are powered by Tech Mahindra’s suite of engineering and AI platforms, including Swifter.io, AppGinieZ, Reforge, LitmusT, and other accelerators that support autonomous software engineering, platform modernization, intelligent operations, and AI-enabled quality assurance. The services portfolio is further reinforced by Tech Mahindra’s Vector Squad-based delivery approach, which combines human expertise with AI agents, and productized pricing through “Service Tokens” enabling modular consumption, clearer value realization and improved cost predictability.

The launch reflects a growing focus on enabling adaptive systems, improving operational responsiveness, and accelerating innovation through AI-enabled enterprise capabilities. AI-led application modernization is expected to become a significant growth opportunity over the coming years, driven by increasing enterprise demand for autonomous software engineering, intelligent operations, and outcome-driven digital transformation initiatives.

Alisha Mittal, Vice President, Software Engineering, Everest Group, said,

“The application services market is entering a more agentic phase, where enterprises are increasingly looking beyond traditional automation toward AI-enabled delivery models that can support continuous evolution, operational resilience, and greater engineering adaptability. As application environments become more complex and change cycles accelerate, the market is seeing growing interest in more intelligent and software-led approaches to application development, modernization, and operations.”

The launch aligns with Tech Mahindra’s broader vision of engineering autonomous enterprises by helping organizations move from traditional application environments toward intelligent, composable, and AI-native digital ecosystems that enable continuous innovation, agility, and business-led outcomes.

Ingenix Raises Euro13m From Sofinnova Partners-Led Syndicate to Scale Modality Fusion, a Novel Architecture for Drug Development

hard bit, and that’s where the value compounds. We’re thrilled to back a team that gets that.”

The Engine in Action: ADC Payload Prioritization

 In a recent engagement, Ingenix applied its Biological Reasoning Engine to a dual-payload ADC prioritization problem for an oncology biotech which had thousands of possible payload configurations but lacked the experimental capacity to test them.

The Engine produced 15 candidate combinations. Under blind expert review by the biotech’s translational science team, the predictions broke down as follows:

– 5 were publicly known hypotheses.

– 2 were supported in existing literature but not widely cited.

– 3 had been confirmed by the biotech through internal experiments but never published and never disclosed to Ingenix.

– 5 were novel hypotheses not previously considered by the biotech team. Of these, the biotech flagged 3 as actionable candidates.

 The double-payload ADC space is too new for any AI system to have seen meaningful training data on it. The engine reached its predictions by reasoning from first principles about the underlying biology, rather than by pattern-matching against prior examples.

In short, insights that had taken the biotech several years of research and millions of euros to develop were accomplished by the Engine in a matter of minutes.

 Applications to the Qualified Access Program are now open at ingenix.ai/qap.

BenQ Qisda Group Highlights Practical AI Applications and Ecosystem Integration at COMPUTEX 2026

Through four business categories, the Group presents how AI is being deployed across industries to improve productivity, operational efficiency, and decision-making.

June 3: BenQ Qisda Group is showcasing real-world AI implementation at COMPUTEX 2026 under the theme “AI In Action,” demonstrating how artificial intelligence is delivering measurable productivity gains across industries. Through its four business categories—“AI Vision & Display,” “AI Infrastructure,” “AI Solutions & Smart Manufacturing,” and “AI Hospital and Wellness Ecosystem”—the Group highlights practical AI applications and the strength of its integrated ecosystem.

Chairman Peter Chen of BenQ Qisda Group stated, “The value of AI does not lie in the complexity of the technology itself, but in its ability to transform into corporate productivity through practical implementation. With ‘AI In Action’ at its core, BenQ Qisda Group leverages cross-disciplinary resource integration to convert complex technologies into intuitive and highly efficient solutions. Building upon the group’s solid foundations, we continue to optimize strategic resources and strengthen horizontal collaboration, ensuring that as the group pursues scale expansion, it also achieves higher-quality profit growth and creates a smarter, more resilient AI ecosystem for customers and partners.”

At COMPUTEX Taipei 2026, BenQ Qisda Group is presenting AI applications through the following four business categories:

I. “AI Vision & Display”: AI-powered vision and display technologies create immersive experiences while expanding applications for smart vehicles and ESG
BenQ is using a large-scale football stadium to demonstrate its LH860ST projection solution, creating immersive entertainment and indoor sports experiences suitable for all age groups. Its AI Coach provides real-time detection and movement guidance to optimize athletic performance. The second utilized AI skeleton node detection enables multi-user interaction and realistic football simulations without the need for wearable devices. The system delivers low-latency performance to ensure smooth interactions and incorporates factory-grade white balance calibration technology to maintain image consistency across multi-projector displays. Through AI-enabled environments, BenQ streamlines complex processes and delivers highly efficient, high-quality, integrated immersive experiences.

In the area of smart education, BenQ integrates AI and IoT technologies to create smart learning environments that feature teaching efficiency, management effectiveness, health and safety. By integrating projectors, interactive displays, cameras, and other devices with smart cloud management, AIoT, and AI applications, BenQ showcases a smart classroom solution that integrates hardware and software. Through cloud-based platforms (AMS, DMS, and X-Sign), the system integrates teaching material management and device control, enabling real-time access to educational resources and cross-device management. Classroom applications incorporate AI handwriting and optical character recognition (OCR), text-to-speech (TTS), intelligent Q&A, and real-time search functions to enhance interactive learning efficiency and student engagement. Environmental sensing technologies are also deployed to monitor air quality and classroom conditions in real time, optimizing the learning environment.

Under the theme of AI-powered Smart Workplace, BenQ is showcasing next-generation corporate collaboration solutions. Its CP Series integrates digital whiteboards, Google Meet video conferencing solutions, networking technologies, AI features, and peripheral devices to create smart collaborative workplaces. Through AMS cloud account management and NFC/QR code quick login functions, users can instantly synchronize personalized meeting environments, improving the efficiency of pre-meeting preparation. During workplaces, AI gesture controls and content analysis optimize presentation delivery and information access while automatically generating meeting summaries and action items to strengthen decision-making and execution efficiency. Powered by MediaTek chips, the solutions deliver up to a 176% improvement in AI computing performance while supporting remote management and multi-platform integration to create an efficient, secure, and scalable meeting experience. CP05, the flagship product to be showcased, also received the 2026 Red Dot Award earlier this April.

Qisda has launched a comprehensive lineup of commercial smart UAVs, offering vertically-integrated, Made-in-Taiwan design, R&D, and manufacturing services. Its product portfolio includes training UAVs, reconnaissance UAVs, VTOL aircraft, agricultural UAVs, photovoltaic panel cleaning UAVs, smart remote controls (mission-oriented control), and flight control modules (smart flight core), fully addressing the needs of diverse applications such as pilot training and certification, smart search and rescue, territorial patrol, and smart agriculture. At the core of the system are AI edge real-time sensing and scalable autonomous flight capabilities, integrated with intelligent obstacle avoidance and visual recognition technologies to deliver an unprecedented user experience.

DATA IMAGE is showcasing its rugged AI unmanned vehicle display solution , designed to meet requirements for the stable operation of commercial UAVs, unmanned vessels, and ground vehicles in harsh environments. The solution combines military-grade rugged protection, IP65/IP67 dustproof and waterproof ratings, a wide operating temperature range, ultra-high-brightness anti-glare displays, and local dimming low-power technologies to ensure clear visibility of critical information even under intense sunlight, rain, vibration, and prolonged missions. It is able to serve as the core human-machine interface for AI unmanned vessels, supporting real-time data display, mission parameter visualization, and smart operational workflows to enhance operational efficiency for inspections, search and rescue, public safety, and other critical missions.

– ESG Zone showcases carbon reduction initiatives at the design stage
The BenQ Qisda Group has achieved the first and only company in the world to receive ISO 20121 Event Sustainability Management certification at the COMPUTEX exhibition for three consecutive years. The ESG Zone highlights the group’s implementation of carbon reduction initiatives beginning at the product design stage, including the use of recycled materials, product weight reduction and lightweighting, end-user energy optimization, and products verified by third-party carbon footprint certification, and demonstrates the group’s achievements in advancing technological innovation alongside sustainability.

II. “AI Infrastructure”: deploying next-generation computing infrastructure; Qisda leads integration with AEWIN Technologies, Arivor Technologies, and Alpha Networks
AEWIN Technologies will showcase its new-generation AI data center and networking cybersecurity infrastructure at COMPUTEX, featuring rack-scale AI servers integrated with Arivor Technologies’ two-phase direct liquid cooling (2P DLC) solution. Covering high-performance computing, high-speed networking, and enterprise-grade storage, the company provides a comprehensive one-stop solution that helps enterprises rapidly build AI computing environments capable of supporting real-time analytics and large-scale data processing. The solution accelerates AI deployment while achieving an optimal balance between energy efficiency and deployment effectiveness.

Alpha Networks is introducing a new-generation AI data center solution combining network performance, energy efficiency, and high computing power. Its 64-port 1.6T AI data center switch adopts Broadcom TH6 high-performance ASIC technology, delivering 102.4T switching capacity and 1.6T high-speed transmission to achieve high bandwidth and low latency, thereby enhancing AI computing performance. The product incorporates direct liquid cooling (DLC) technology, reducing cooling energy consumption by more than 20% and optimizing PUE to between 1.1 and 1.2, balancing both performance and sustainability. It also supports ORv3 standard rack design and integrates modular CPUs with BMC remote management, enhancing deployment flexibility and operational efficiency while helping enterprises build highly efficient, low-carbon AI data centers.

III. “AI Solutions & Smart Manufacturing”: diverse solutions and application scenarios
WiXtar centered its exhibition around the concept of an “AI Store Manager At Work 24/7,” demonstrating a full-scenario Agentic AI solution spanning front-end consumer experience, back-end operations management, and headquarters decision-making. Four key applications include: the world’s first “AI 24HR Store Inspection Robot,” which integrates 360-degree panoramic imaging, VLM scene cognition analysis and the D8AI AI Agent Builder, and automatically switches inspection tasks according to breakfast, lunch, and dinner operating periods to conduct 24-hour SOP audits, restocking alerts, and disaster/loss prevention monitoring; an AI self-ordering system using VLM-guided ordering combined with personalized membership recommendations to increase average order value; an AI ordering and receiving system utilizing three-dimensional data to forecast sales and optimize procurement while replacing manual order processing with AI image recognition and inspection; and an AI decision center that consolidates customer traffic, sales, and inventory data, enabling AI agents to drive operational decision-making in real time.

Partner Tech is focusing on AI-driven smart retail applications at this year’s exhibition, showcasing a self-checkout solution integrated with Vision-Language Models (VLM). Through image recognition and automated learning capabilities, the system significantly improves checkout efficiency while reducing labor dependence. The company also unveiled its new concept retail POS solution, “Florence,” built around a modular design concept to provide a flexible and scalable smart store operating architecture. Through innovative technologies, Partner Tech enhances retail operational efficiency, helping domestic and international enterprises accelerate their digital transformation and create smarter consumer experiences.

D8AI will debut its enterprise-grade multi-AI-agent development platform at COMPUTEX 2026. Developed by D8AI, the platform is a comprehensive on-premises hardware and software solution that integrates a graphical editing system for AI agent workflows and human-AI conversational processes, as well as on-premises large language models and enterprise-grade GPU servers. The platform’s multi-agent workflow is powered by D8AI’s proprietary event-driven service-flow engine, designed to meet requirements for accuracy, reliability, and security in complex enterprise-level AI agents.

Grandsys is introducing its GEAP enterprise-level AI agent solution, integrating speech-to-text and generative AI technologies to create a highly efficient “case closed immediately after the call ends” service model. Combined with MetaAge’s cloud architecture, the solution ensures system stability and low latency. Features such as “one-click summary generation” and automated form completion reduce post-call processing from minutes to seconds, significantly improving productivity while reducing errors. GEAP also features controlled execution capabilities that enable cross-system integration of work orders and emails, successfully transforming AI into practical labor and helping enterprises achieve smart operations.

At COMPUTEX, MetaAge will showcase two AI applications for enterprises: an AI cybersecurity governance platform and an AI agent operational automation solution. The AI cybersecurity platform integrates diverse data sources to help enterprises detect anomalies in real time, predict risks, and automatically generate decision-making reports. The AI agent solution incorporates core operational modules such as BPM, HCM, and DMS, helping enterprises to optimize workflows, improve management efficiency, and accelerate the transition toward smart operations.

– Smart Manufacturing: driving AI adoption in industrial environments
This year, DFI joined forces with partners including Mobilint, MemryX, and MarkeTop Smart Solutions to showcase edge AI applications spanning public safety, UAVs, industrial safety, and smart healthcare. Centered on industrial-grade hardware platforms built around “rugged durability × AI × optimized computing power × long lifecycle,” DFI supports the stable operation of Vision AI, VLM, and medical AI recognition technologies in real-world environments, demonstrating the value of edge AI applications and accelerating their deployment.

APLEX Technology showcased the AVS-553 ultra-high-speed edge AI visual inspection system, integrated with software solutions from AIWin Technology. Leveraging high-speed AI image inspection, the solution addresses the issues of false calls and missed defects commonly associated with manual visual inspection and traditional AOI systems. The APLEX Technology AVS-553 is equipped with Intel 14th Gen Core processors, supports up to 128GB of DDR5 memory, and enables flexible GPU expansion without power consumption limitations, including support for the NVIDIA RTX 50 Series and NVIDIA RTX PRO 6000 Series. This architecture delivers scalable AI performance for ultra-high-speed defect detection. The solution also integrates AIWin Technology’s WinEdge-V system, enabling high-speed visual inspection of up to 1,000 objects per minute to ensure accuracy, efficiency, and adaptability across a wide range of industrial applications.

At this year’s COMPUTEX, URSROBOT will introduce AMR BOX, the first solution in the industry to feature an integrated “brain + cerebellum” architecture, combining the edge AI computing core (“brain”) and low-level motion controller (“cerebellum”) into a single platform. It thoroughly addresses longstanding pain points in outdoor AMR development, including high development barriers, complex sensor integration, and lengthy deployment cycles. Whether applied to security patrols, facility management, or agricultural inspection, the AMR BOX significantly shortens the timeline from R&D to deployment for robotic development and system integration across industries, enabling faster adoption of outdoor autonomous mobile robot applications.

IV. “AI Hospital and Wellness ecosystem”: showcasing AI-assisted clinical care applications and demonstrating the Group’s collaborative strength in hardware, software, system integration, and real-world deployment.
In the smart healthcare sector, DFI introduced the medically certified MPC350-RPS edge computing system, offering stability, reliability, and scalability to meet the performance and compliance requirements of healthcare environments. The on-site demonstration also incorporated Group partner MarkeTop Smart Solutions’ wound AI recognition application. Through AI-powered automated wound image analysis, the system can instantly identify wound areas and types, assisting healthcare professionals with clinical assessment, improving measurement consistency, and reducing human errors. The solution also integrates with hospital information systems (HIS) for automatic record archiving, enabling more standardized and traceable clinical care workflows while comprehensively improving clinical efficiency in healthcare environments.

At COMPUTEX 2026, the BenQ Qisda Group will center its exhibition around the theme “AI In Action,” showcasing real-world AI applications across diverse environments. During the exhibition, BenQ Qisda Group will partner with SUNMAI to launch the cross-industry “June Soccer Madness” campaign. The AI Soccer Experience Zone will combine technology, sports, and interactive entertainment. Visitors who complete the booth experience and survey will receive a gift of limited-edition beer, and a daily Happy Hour event will take place from 4:30 PM to 5:30 PM, welcoming attendees from all sectors to experience both the excitement of AI applications and the thrill of scoring goals.

Exhibition Information:
Date and Time: June 2, 2026, to June 4, 9:30 – 17:30. June 5, 9:30-15:30.
Venue: Taipei Nangang Exhibition Center, Hall 1 (No. 1, Jingmao 2nd Rd., Nangang Dist., Taipei City)
Booth Name: BenQ Booth Number: M0104 (4F)

Participating Companies at COMPUTEX 2026 of BenQ Qisda Group:
BenQ Corporation, Qisda Corporation, AEWIN Technologies, Alpha Networks, APLEX Technology, Arivor Technologies, DATA IMAGE, DFI, D8AI, Grandsys, MetaAge, Partner Tech, URSROBOT, WiXtar

ADATA Sparks New AI Engines at COMPUTEX 2026

Taipei, Taiwan: ADATA Technology, the global leader in memory modules and flash storage, will showcase its latest innovations at COMPUTEX TAIPEI 2026 under the theme “Activate the AI Core.” Joining ADATA are its enterprise storage brand TRUSTA, industrial-grade embedded storage division ADATA Industrial, gaming brand XPG, and global AIoT leader ATrack Technology. Running from June 2 to June 5, ADATA will showcase its AI ecosystem strategy spanning from cloud to edge across diverse application scenarios. On June 2, we will also launch our online microsite simultaneously, offering a zero-latency AI experience and a glimpse into the future of smart living powered by technology.

This year, ADATA is highlighting the forward momentum of AI high-performance computing and smart living. Led by TRUSTA, the company will introduce the TRUSTA AI Scaler solution, designed to reduce AI deployment costs by more than 50%. In addition, ADATA will showcase a wide range of applications, including AI robotic arms powered by NVIDIA Jetson Thor and NVIDIA NemoClaw, Real-to-Sim-to-Real (R2S2R) digital twin technology, PCIe Gen5 SSDs, AI PCs, smart wearables, and immersive XPG gaming experiences. ADATA will also showcase collaborative innovations with leading global brands such as NVIDIA, Intel, Advantech, ASUS ROG, MSI, GIGABYTE, ASRock and Razer to fully demonstrate its comprehensive innovation capabilities and cross-domain integration achievements in the AI era.

TRUSTA Accelerates Enterprise AI Adoption with Over 50% Lower Deployment Costs

As generative AI and large language models (LLMs) continue to scale, the demand for efficient, cost-effective on-premise AI deployment continues to grow. TRUSTA, the enterprise storage brand of ADATA, will introduce its award-winning TRUSTA AI Scaler Extended Memory Solution, alongside its core software, the TRUSTA AI Scaler Toolkit at Computex. The solution dynamically allocates GPU memory, DRAM, and SSD resources based on workload requirements, significantly reducing reliance on high-end GPUs through a hybrid architecture approach. With the TRUSTA AI Scaler Extended Memory Solution, AI deployment costs for training and inference can be reduced by more than 50%.

Available for free download starting May 28, the TRUSTA AI Scaler Toolkit features an open architecture for flexible integration and scalable deployment. TRUSTA will also showcase TD7P51 ECO PCIe Gen5 enterprise SSD that expands the company’s Gen5 SSD portfolio with a solution optimized for enterprise deployment flexibility, while continuing the successful multi-generation collaboration with FADU. The SSD offers capacities up to 15.36TB and supports U.2, E1.S, and E3.S form factors. Equipped with Flexible Data Placement (FDP) technology, the SSD improves performance consistency and operational efficiency through intelligent data placement. Validated by leading global server platforms, TRUSTA solutions deliver high performance, reliability, and scalability required for next-generation AI, cloud, and data center deployments.

ADATA Collaborates with Intel to Advance AI on PC

As an Intel Innovation Pass Program participant at Computex, ADATA will showcase an AI solution integrating the ADATA AI Scaler Toolkit with Intel Core Ultra Processors. Building upon TRUSTA’s enterprise AI foundation, ADATA is extending AI Scaler technology to the PC platform, enabling large AI models to run efficiently on personal devices such as Intel-powered NUCs and laptops. This advancement helps bring AI computing from data centers to consumer PCs and edge applications. ADATA will also showcase Intel Z890 motherboards paired with ADATA 4R CUDIMM memory, highlighting the performance and scalability advantages of high-capacity memory for AI workloads and enabling powerful AI capabilities on PC platforms.

ADATA Industrial and ATrack Drive the Next Wave of Edge AI Innovation

As edge computing becomes a key driver of industrial digital transformation, ADATA Industrial will introduce its latest Gen5 BiCS8 SSD series with read/write speeds up to 14,800 MB/s, alongside high-frequency 7200 MT/s DDR5 ECC DIMMs optimized for edge AI environments requiring low latency and high reliability. ADATA Industrial will also collaborate with Advantech to showcase a next generation OCP Edge-MHS edge server and integrated software solutions, leveraging expertise in storage, computing, communications, and software platforms to build comprehensive edge-to-cloud AI infrastructure.

ATrack Technology will focus on AI computing and intelligent mobility applications, showcasing the NVIDIA-powered VBOX-AI700 Series, designed with industrial-grade anti-vibration and wide-temperature tolerance for stable operation in harsh environments while supporting real-time, multi-channel video analytics for large-scale transportation infrastructure. ATrack will also introduce the AW700 four-camera fleet recorder and AW100 motorcycle dashcam, combining rugged hardware with AI processing capabilities to improve fleet management efficiency and traffic safety.

NVIDIA-Powered Robotics Showcase Demonstrates Smart Healthcare and Digital Twin Innovation

Generative AI and Physical AI are continuing to converge, accelerating the evolution of robots into intelligent agents capable of autonomous decision-making and human interaction. ADATA will showcase its next-generation integrated AI Agents at COMPUTEX 2026, highlighted by robotic arm powered by NVIDIA NemoClaw integrated with next-generation AI agents. Powered by NVIDIA Jetson Thor platform with up to 2,070 TFLOPS of edge computing performance, The NemoClaw-powered AI robots can perform complex logical reasoning and contextual analysis in real time, redefining human-machine collaboration. The exhibition will also feature Real-to-Sim-to-Real digital twin technology powered by NVIDIA Omniverse libraries. Through a 1:1 virtual simulation environment, robots can complete model training and process simulations before physical deployment, significantly improving efficiency and enabling zero-downtime implementation.

In healthcare applications, ADATA will integrate with a VDA 5050-compatible fleet management system, the robots can connect with hospital HIS/IT systems while leveraging NVIDIA Isaac ROS and NVIDIA TAO Toolkit to accelerate AI model training and deployment. Also, ADATA will showcase ISO 13482-certified dual-arm collaborative robots and the AMR100 robotic disinfection system, which has already completed field validation at National Taiwan University Hospital.

ADATA Upgrades Product Strategy Across Diverse AI Application Scenarios

ADATA is unveiling a fully upgraded product strategy for 2026, aligning performance tiers and feature designs based on application scenarios to improve user experience and product differentiation. In high-performance computing, the XPG NOVAKEY RGB DDR5 gaming memory has already earned recognition including the 2026 CES Best of Innovation Award, Taiwan Excellence Award, and COMPUTEX Best Choice Sustainability Award. Designed for AI developers, gamers, and content creators, NOVAKEY features ADATA’s patented “Infinity Mirror” design and speeds up to 8,000 MT/s, with its heatsink crafted from 50% recycled aluminum and 85% PCR plastic to perfectly blend premium craft quality with eco-friendly initiatives. ADATA will also debut the co-branded NOVAKEY RGB DDR5 ROG CERTIFIED edition developed with ASUS ROG.

For portable storage, ADATA is launching the new URBAN external SSD series designed for modern mobile lifestyles. The lineup includes the Red Dot Design Award-winning URBAN POCKET ELITE, which is 75% smaller than its predecessor and supports USB4 speeds up to 4,000 MB/s, as well as the URBAN TAPSAFE SSD featuring NFC-enabled secure unlocking for intuitive and secure data access.

ADATA is also reinforcing its sustainability initiatives with the UC320 Bamboo USB flash drive, made from Taiwanese bamboo combined with 55% bamboo fiber with plant starch, offering biodegradable, non-toxic and environmentally friendly product design.

Expanding AI Applications from High-Speed Computing to Edge Devices

ADATA’s new flagship SM2P51H8 SSD adopts a PCIe Gen5x4 interface designed for AI PCs and high-performance systems, delivering read/write speeds up to 14,000/12,000 MB/s for faster AI workloads, large file transfers, and high-resolution content creation.

ADATA will also showcase embedded solutions including ultra-compact 7.2 x 7.2mm eMMC storage and high-speed LPDDR5X memory operating at up to 8533 Mbps. Additional demonstrations will feature space-saving ePOP solutions and AI smart glasses Design-Win examples.

ADATA will further debut the BSMART AI offline assistant, which transforms fragmented backup files into structured personal knowledge vaults through its proprietary Agentic Framework architecture. With all computing and data retrieval performed locally, BSMART provides intuitive AI-enhanced data interaction while ensuring privacy and data security.

XPG Redefines Gaming with Advanced Cooling, Power Solutions, and Immersive Experiences

At COMPUTEX 2026, XPG will introduce its next-generation cooling lineup featuring advanced liquid cooling, air cooling, and intelligent fan control solutions. The flagship LEVANTE VIEW PRO 360 includes a 6.7-inch curved OLED display, while the MAESTRO VIEW 62DA and MAESTRO INFINITY 62DA air coolers deliver highly personalized PC aesthetics. The new HURRICANE MAG PRO fan supports daisy-chaining up to seven fans through a single cable and integrates with XPG’s proprietary Dynamic Breathing software for intelligent fan speed and airflow optimization. The newly introduced INFINITY fan series also simplifies installation through integrated modular design.

XPG will additionally showcase new gaming chassis and power supply products.. The FUSION 1600W drives dual ASRock Intel Arc Pro B70 GPUs for high-load AI computing via Intel software, while the CYBERCORE III 1200W demonstrates Xtreme Power Guard technology with real-time overload protection and the CORE REACTOR III 1000W showcases cross-brand synergy through its deep Razer partnership and full support for the Razer Core X V2. To complete the immersive gaming ecosystem, XPG is partnering with KOEI TECMO GAMES to present an exclusive “Nioh 3” experience zone powered by the APERTURE A27F4 gaming monitor, delivering next-generation immersive gameplay experiences.

Sony Electronics to Launch Two Compact, Lightweight 4K PTZ Cameras Featuring 4K 60p Support and Enhanced Pan/Tilt Performance

New Models Support a Wide Range of Applications, Including Remote Learning, Corporate Content Creation, and Sports Capture

 SYDNEY, June 3 — Sony Electronics is introducing the “SRG-AS10,” a 4K 60p-compatible PTZ Auto Framing camera that uses Sony’s proprietary AI to automatically recognize and track subjects and capture them with natural composition, along with the “SRG-XS10,” a basic 4K PTZ camera. Both models are equipped with a 1/2.8-type 4K image sensor featuring STARVIS™, Sony’s proprietary image sensor technology, which enables clear video capture even in low-light environments. In addition, they are enhanced with smooth, natural pan and tilt operation, delivering fluid camera movement from start to stop without abrupt acceleration or deceleration.

The SRG-AS10 and SRG-XS10 support up to 10x optical zoom in 4K. In addition, using Tele Convert Mode^[1], they support up to 20x zoom in Full HD, providing flexible framing for a wide variety of capture and streaming scenarios.

These cameras are suitable for a wide range of shooting distances in concert halls, theaters, gymnasiums, and similar venues—from close-up shots to the back of the hall. Their compact, lightweight design blends seamlessly into various environments such as classrooms, meeting rooms, or even narrow spaces like backstage wings or sports venues, where it may be difficult to position a camera operator. This allows for installation in diverse settings and enables the capture of high-resolution video that clearly expresses subjects’ facial expressions.

“With the announcement of the SRG-AS10 and SRG-XS10, Sony continues to enable professional and reliable 4K capture across real‑world AV environments,” said Tom Garvan, Product Manager, Sony Australia. “By combining intelligent automation, smooth PTZ performance, flexible integration, and support for common routing and control protocols, these compact cameras remove technical barriers, allowing education, corporate, and live environments to focus on what matter most – their message and presentation.”

The two new models, SRG-AS10 and SRG-XS10, are expected to be available near the end of 2026. They will be on display June 17-19, 2026, at InfoComm in Las Vegas at booth C8301.

Key Features of SRG-AS10　

PTZ Auto Framing for smooth, natural automated capture

Powered by Sony’s proprietary AI analytics algorithms, the PTZ Auto Framing function automatically tracks subjects and continuously adjusts framing to maintain natural composition. It supports diverse capture and streaming needs, including online classes and remote lectures in education, corporate content creation and internal/external streaming, and sports capture including a dedicated Basketball game tracking mode. This enables automated capture without reliance on operators or advanced skills.

Ball Sports (Basketball) Mode

Ball Sports (Basketball) Mode supports automated capture of indoor full-court basketball games from a wide-shot. By recognizing the court area and tracking not only players but also the fast and irregular movement of the ball, the camera captures the flow of play with accurate framing.

Multi-person Framing

The camera automatically adjusts framing so that a specified number of people—up to eight—fit within the frame at the same time, maintaining a natural composition. It supports stable capture in multi-person scenes such as corporate conferences, panel discussions, weddings, sports games, worship services, and various ceremonies.

Clear video even in low light with a 1/2.8-type 4K image sensor with STARVIS

Equipped with a 1/2.8-type 4K image sensor with STARVIS technology, the camera delivers clear, low-noise images even in low-light environments. Smooth motion reproduction at 4K 60p accurately captures natural human movement as well as fast-paced and detailed sports action.

Flexible installation and capture methods for a wide range of applications

With a compact, lightweight design that blends into any space, the cameras support both tripod and ceiling-mounted installation, making them easy to deploy in a wide range of environments such as lecture rooms, conference rooms, studios, halls, and sports venues.

In addition to SDI and HDMI outputs, the cameras come with NDI® HX2 pre-installed and support IP streaming protocols such as RTSP, RTMP, and SRT—enabling remote production over IP networks. They also support PoE++, allowing power, video, and control to be delivered through a single LAN cable for simplified, scalable system integration. Furthermore, the web-based user interface (Web UI) enables intuitive operation from a tablet or PC via a web browser.

Key Features – SRG-XS10

Equipped with a 1/2.8-type 4K image sensor with STARVIS technology, the camera enables clear video expression even in low-light environments. With a compact, lightweight design that blends into any space, it can be installed in various environments such as classrooms and meeting rooms, making it suitable for everyday streaming and recording tasks including lecture capture, internal corporate streaming, and online meetings.

Jentic Launches Tool That Scores APIs for AI Readiness

Jentic, the AI infrastructure company bridging AI agents into the enterprise API landscape, today launched its API Scoring tool: a free CLI and web UI that evaluate whether a company’s APIs are ready for use by AI agents. Both tools score APIs across six readiness dimensions and are available immediately at no cost.

The CLI is designed to integrate directly into  developer  workflows. Teams can run an initial scan to see where their APIs stand, then configure the tool to generate a fresh score automatically each time code is updated, giving engineering leaders a clear, trackable record of their API landscape’s AI-readiness over time.

The scoring framework was developed with input from senior figures in the API standards community, including a member of the OpenAPI Initiative’s Business Governance Board and an OpenAPI Initiative Ambassador, both of whom have joined Jentic.

Why AI readiness requires a new standard

Most APIs were designed with  human developers in mind. A developer can interpret ambiguous documentation, ask a colleague, or make an informed guess when an API description is incomplete. AI agents have much less context to work with . They require precise, machine-readable descriptions, predictable behaviour, and they should be given clear security guardrails. The vast majority of deployed APIs were not designed with those requirements in mind.

Until now, there has been no standardised way for engineering teams to measure that gap or track progress in closing it. The Jentic API Scoring tool is built to fill that role.

The six scoring dimensions assess whether an API’s descriptions are technically correct, clear enough for an agent to interpret, whether its behaviour is consistent and predictable, whether appropriate security controls are in place, and whether an AI system can discover and execute against it without human intervention.

 

“What does ‘good’ look like for agent experience and developer experience? The industry has conflated validity with usability for too long. Sure, your linter may not shout at you anymore, but a syntactically correct API description guarantees one thing: conformance to the spec’s grammar. It says nothing about whether an agent can discover, understand , and execute against that API reliably. That gap is measurable. This tool gives teams that metric, and a path to improving it.” Frank Kilcommins, Head of Enterprise Architecture, Jentic and Member, OpenAPI Initiative Business Governance Board

“We all know that AI is taking off in a big way. Whether it’s coding agents or business agents, every organization out there is using AI in some way. We need to make sure our API landscape evolves to match the needs of these new consumers. Scoring is the perfect starting point, and while scoring gets you started with clear goals, Jentic is working on additional tooling to accelerate your path towards an AI-ready API landscape.” Erik Wilde, Head of Enterprise Strategy, Jentic and OpenAPI Initiative Ambassador

“In the AI era, the API is king, and APIs must be built for agents, not just for developers. This tool gives every engineering team a free compass to help them navigate through that transition.”  Sean Blanchfield, CEO, Jentic

Open source and free to use

The scoring framework underpinning the tool is published under the Apache 2.0 licence. The methodology is fully open to inspection, contribution, and extension by any developer, researcher, or organisation.

Teams needing custom configurations, on-premise deployment, or organisation-wide controls can contact Jentic directly.

Get the tool

ICBA Statement on Executive Order on Promoting AI Innovation and Security

Washington, D.C. (June 2, 2026) — Independent Community Bankers of America (ICBA) President and CEO Rebeca Romero Rainey issued the following statement on today’s executive order on promoting advanced artificial intelligence innovation and security.

“ICBA and the nation’s community bankers thank the administration for expressly recognizing community banks as a critical infrastructure component and adopting elements of our joint AI action plan in directing federal agencies to secure their systems and to promote access to AI security tools.

“The president’s explicit inclusion of community banks in today’s executive order directly aligns with ICBA’s ongoing advocacy for equitable access to federal AI security resources and coordination. It reflects the priorities we have advanced in meetings with the administration and in our action plan, particularly our calls for adopting effective AI-driven cybersecurity, modernizing security operations, building an AI-ready workforce, and establishing a voluntary clearinghouse in collaboration with the AI industry and critical infrastructure operators to facilities AI cyber readiness and response.

“Today’s executive order is an important demonstration of how the community bank voice is being heard on behalf of the local communities we serve. ICBA looks forward to continuing to work with the administration toward a secure and AI-ready America.”