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Wednesday 8 April 2026
DEEPX Speeds Physical AI Commercialization: 27 Orders In Seven Months
DEEPX, a Seoul-based fabless semiconductor company developing ultra-low-power AI inference chips for physical AI applications, has secured 27 commercial purchase orders across eight countries within seven months of starting mass production of its first-generation AI chip - a pace that industry observers describe as highly unusual for an emerging fabless company at such an early stage of commercialization.The orders span seven major Physical AI application domains, including robotics, smart factories, edge AI servers, industrial AI, surveillance, AI IT services, and smart cities, with deployments now active across Asia, North America, and Europe.Global Expansion at Unusual SpeedThe ramp-up was slow at first: only two orders came in during the first five months after production began. But the company added 25 additional orders in less than three months in 2026, indicating rapidly accelerating commercial adoption.While some semiconductor startups have achieved limited international shipments, DEEPX's simultaneous expansion across multiple countries and application domains at this pace is highly unusual, according to industry observers. The company's chips are now being deployed across eight countries spanning Asia, North America, and Europe.Early Global Supply Chain ExecutionDEEPX established a global distribution network early in its commercialization phase through partnerships with Avnet, DigiKey, and WPG. Industry analysts note that it is rare for an emerging fabless semiconductor company to secure a global supply chain at such an early stage of mass production.In Europe, DEEPX signed a distribution agreement with Avnet Silica - the European arm of Avnet - establishing a regional supply chain ahead of broader market entry. Avnet Silica has already identified more than 30 prospective customers across high-performance embedded segments including smart city infrastructure, autonomous mobile robots (AMR), machine vision, and smart factories. Both companies are actively expanding purchase contracts as European industrial demand for edge AI inference accelerates.Partner Ecosystem: From Silicon Vendors to AI Software LeadersA key driver of DEEPX's commercial momentum is a cross-industry partner ecosystem spanning semiconductor vendors, industrial computing platforms, and open-source AI software leaders - reflecting a deliberate strategy to position its silicon as an embedded AI standard rather than a point solution.Renesas Electronics: Has integrated DEEPX NPUs into more than three types of industrial boards combining Renesas application processors, delivering solutions applicable to smart factory deployments. The collaboration between a tier-one AP semiconductor company and an AI chip startup has been widely noted as an uncommon signal of hardware ecosystem maturity.Sixfab and Raspberry Pi: Have jointly developed and released an AI HAT module built around the DX-M1, alongside a real-time smart traffic analysis solution using the CES 2026 Best of Innovation-winning 'ALPON X5' AI PC that integrates DEEPX products.AAEON (ASUS subsidiary), IEI, WeLink, Endrich, Toradex, and Lanner: Industrial system developers have deployed customized AI hardware solutions for smart cities, automated logistics, and security systems powered by DEEPX chips, extending the company's reach across diverse embedded application segments.Ultralytics & Network Optix: Ultralytics, developer of the widely-adopted YOLO vision AI model family, has demonstrated 'Open-Source Physical AI Alliance' workloads running on the DEEPX NPU with a one-click deployment flow. Network Optix has validated an intelligent Video Management System capable of managing thousands of camera feeds simultaneously using DEEPX inference.New Products: DX-M1M and DX-AIPlayerAlongside its commercial order momentum, DEEPX has launched two mass-production product lines designed to reduce integration friction for industrial developers across its key markets:DX-M1M (M.2 Module): A standard M.2 form factor module embedding the DX-M1 AI chip, designed to drop into existing industrial PCs and edge servers. The format allows customers to add powerful AI inference capability without redesigning hardware, significantly lowering the barrier to deployment.DX-AIPlayer: An edge AI acceleration solution integrating the DEEPX NPU with a high-efficiency CPU board. Positioned as a 'one-stop' platform covering the full workflow from model development to industrial deployment, the product enables developers to implement vision AI applications without complex integration overhead.Large-Scale Global PoC StrategyThe company attributes its rapid adoption to a large-scale pre-production engagement strategy. In the semiconductor industry, it typically takes 9 to 18 months from PoC initiation to full production deployment in customer applications. To shorten this cycle, DEEPX began working with customers well before mass production began.Over more than one year prior to production, the company collaborated with approximately 350 global companies, supporting proof-of-concept testing and system integration. This approach created a large pipeline of customers already familiar with the silicon and ready to transition into commercial orders once production began.Physical AI Moving from Concept to RealityCEO Lokwon Kim pointed to the growing volume of PoC activity as the clearest signal that physical AI is no longer a forward-looking concept. "Many people still view Physical AI as a concept for the future. But when we look at the growing number of PoC projects with global companies today, it becomes clear that Physical AI is already becoming a reality," he said.On the commercial order milestone, Kim was direct. "Securing 27 commercial orders within seven months is one of the early signs that this transition is already happening in the industry." With distribution in place across Asia, North America, and Europe, and a partner ecosystem spanning silicon vendors, industrial platform makers, and open-source AI software leaders, DEEPX appears positioned to expand its commercial footprint across multiple regions simultaneously. If the current order velocity holds, the company's ambition to establish its NPU as the default physical AI inference chip for embedded developers worldwide may be closer to reality than the industry expected.
Tuesday 7 April 2026
Tescan Showcase Integrated Failure Analysis Solutions at SEMICON China 2026
Tescan will showcase its integrated semiconductor failure analysis solutions at SEMICON China 2026, covering key stages from non-destructive testing and defect exposure to sample preparation, analysis, and structural verification. The company aims to help customers improve defect localization efficiency and analytical accuracy in response to growing demand from advanced packaging and other applications.As advanced packaging, MEMS, and highly integrated semiconductor devices continue to evolve, the industry is placing greater demands on the speed, precision, and cross-platform coordination of failure analysis workflows. At this year's exhibition, Tescan will present a complete workflow from defect discovery to root-cause verification, helping laboratories improve efficiency and accelerate problem-solving.Defect DiscoveryTescan UniTOM HR 2 supports millimeter-scale non-destructive testing and delivers sub-micron, high-resolution 4D visualization and analysis. Its second-generation system combines Dynamic to Detail Imaging technology with the Panthera AI denoising algorithm to further enhance 4D image quality and defect detection efficiency during rapid scanning.Defect ExposureTescan FemtoChisel helps accelerate workflows for critical-region exposure. Under specific application conditions, the femtosecond laser processing platform can increase sample preparation speed by up to 5x while enabling cleaner cross-sections with lower thermal impact. This helps reduce focused ion beam (FIB) rework and improve overall analytical efficiency and result reliability.Sample Preparation and AnalysisTescan's Ga+ focused ion beam system has been upgraded with the second-generation Orage 2 ion column, which, under specific application conditions, can improve automated transmission electron microscope (TEM) sample preparation efficiency by up to 40%. Tescan SOLARIS X 2 Plasma FIB-SEM also supports applications in advanced integrated circuit packaging, microelectromechanical systems (MEMS), and display device testing, including TEM sample preparation, cross-sectioning, delayering, and in situ nanoprobing.Verification and Correlative AnalysisTescan leverages STEM imaging, EDS elemental mapping, and 4D-STEM capabilities to help users better understand the relationship between material structure and function. Tescan TENSOR, a highly automated analytical STEM platform, is optimized for 4D-STEM measurement and integrates precession electron diffraction technology to support process development and failure analysis.During the exhibition, Tescan will host a series of on-site technical talks from March 25 to 26 at E4-4590 in the Productronica China exhibition area. Visitors can also meet the Tescan team at booth T4-4446 during SEMICON China 2026 in Shanghai from March 25 to 27. Tescan welcomes semiconductor manufacturing and analysis professionals to connect with its technical team and discuss real-world analytical challenges and application needs.
Tuesday 7 April 2026
Cincoze Launches DX-1300 High-Performance Compact Industrial Computer
Cincoze has announced the latest addition to its Rugged Computing - DIAMOND product line: the DX-1300 high-performance compact industrial computer. The DX series, already used for numerous large-scale projects, has garnered a strong reputation for its high performance, compact design, and comprehensive functionality. The newly released DX-1300 builds on this legacy, featuring the latest Intel Core Ultra 200S processor, a compact footprint of 242×173×75 mm, rich I/O, and versatile expansion options to meet a wide range of application needs. The DX-1300 serves as the ideal edge computing platform for high-end image processing, AI inference, and multitasking data integration applications in space-constrained environments.Heterogeneous Computing in an Ultra-Compact ChassisThe DX-1300 is powered by the Intel Arrow Lake-S platform Core Ultra 200S processor, featuring an integrated CPU, GPU, and NPU hybrid computing architecture that delivers up to 36 TOPS of AI computing power. Compared to the previous generation, AI inference performance has increased by up to 3.5 times, supporting demanding edge AI applications such as real-time video analysis, smart inspection, and data analytics. Furthermore, it supports up to 96GB of 6400 MHz DDR5 CSODIMM memory, significantly enhancing data transfer efficiency and reducing latency. This bolstered performance still fits in a chassis measuring only 242x173x75 mm—a footprint comparable to an 11-inch iPad—making it perfect for integration into equipment control cabinets, production line machinery, and in-vehicle systems where space is at a premium.Versatile Expansion and High-Speed Data TransmissionThe DX-1300 offers versatile application support through high-speed wireless connectivity—including 5G, Wi-Fi, and GNSS—and flexible storage options that balance NVMe speed with SATA capacity. Its robust I/O features up to 10 GbE LAN and USB 3.2, while optional M12 connectors ensure stability in high-vibration environments. For vision-centric deployments, modular expansion supports up to 12 LAN or 8 PoE ports, ideally suited for complex industrial camera systems.Rugged Reliability and Market CertificationUpholding Cincoze's consistent rugged design philosophy, the DX-1300 features a wide operating temperature range (-40°C to 60°C) and a wide-range DC power input (9 to 48VDC), ensuring stable operation in harsh industrial environments. To meet the demands of various vertical markets, the DX-1300 has passed MIL-STD-810H military standards and UL safety certifications. It also complies with railway EMC standard EN 50121-3-2 and fire protection standard EN 45545-2. These certifications make it particularly suited to manufacturing and railway applications where stability is critical, and installation space is limited. As the key edge computing core, the DX-1300 enables long-term, stable system operation and minimizes downtime risk.For more information, please visit Cincoze, or contact us by email.