Portwell, Inc., a leading global solution provider in embedded computing and edge AI platforms, successfully concluded its participation at COMPUTEX 2025, making a significant impression on global industrial partners and B2B audiences. Held at TaiNEX 2 in Taipei City, Taiwan, under the theme “AI Next,” COMPUTEX 2025 brought together leading innovators and decision-makers across the embedded, AIoT, and networking sectors.
Portwell’s exhibition attracted a steady stream of system integrators, OEM/ODM customers, and AI developers from various vertical markets—ranging from manufacturing and medical to automotive and urban mobility—eager to explore AI-powered solutions for real-world transformation.
Throughout the four-day event, Portwell’s booth showcased a dynamic lineup of industrial AI solutions designed to address critical pain points across various industries. High-performance edge platforms, optimized with AI acceleration scalability and ecosystem partners’ AI software, were at the forefront of these demonstrations.
One of the most talked-about showcases at Portwell’s COMPUTEX 2025 exhibition was the Auto Deep Learning Vision Inspection demo, developed in collaboration with Neurocle and powered by Portwell’s PJAI-100 and PJAI-200-AO32 systems featuring NVIDIA® Jetson Orin™ modules. The demonstration featured two critical applications: Automotive Inspection, which showcased accurate, real-time detection of assembly inconsistencies and hidden tire defects using Neurocle’s no-code Neuro-T Model Trainer and real-time Neuro-R Runtime Library, enabling automotive manufacturers to eliminate costly errors and enhance product safety; and Battery Inspection, which demonstrated high-resolution surface and X-ray defect detection for battery cells—an essential process for quality assurance in energy storage and electric vehicle supply chains. Together, these AI-driven solutions significantly streamline visual inspection workflows, reduce reliance on manual processes, and help manufacturers boost throughput while ensuring compliance with evolving global safety standards.
Portwell partnered with Network Optix to demonstrate intelligent video management powered by Nx EVOS, seamlessly integrated with Portwell’s rugged edge platforms including the PJAI-100 and WEBS-45J1 equipped with Hailo-8 or DEEPX AI acceleration modules. The solution showcased real-time autonomous event detection, intelligent camera management with 99% IP camera auto-discovery, and robust Hive Server redundancy to ensure mission-critical uptime. Designed for applications ranging from smart retail and healthcare to public safety, this integrated platform delivers unmatched scalability, reduced total cost of ownership (TCO), and enhanced situational awareness—empowering business operations with advanced video intelligence and minimal IT overhead.
Portwell’s healthcare demonstrations featured AI-enhanced diagnostics and monitoring solutions powered by the MEDS-P1601 and MEDS-7081 systems. The hemodialysis monitoring solution, integrated with Muen Biomedical & Optoelectronic Technologies’ AI technology, reduced clinical workload and improved patient outcomes through real-time risk prediction and individualized dry weight estimation. Meanwhile, MRI imaging with AItewan BioMedical’s DeepBT™ Detector leveraged a dual-pathway residual U-Net algorithm to enable faster and more precise tumor segmentation, significantly cutting diagnostic report time. These intelligent medical platforms empower hospitals with accelerated diagnostics, improved treatment planning, and AI-assisted clinical decision support, advancing the quality and efficiency of modern healthcare.
Portwell and Allxon demonstrated a complete edge management solution using the PEDK-5231-AGX developer kit, which features the NVIDIA Jetson AGX Orin™ module and native out-of-band management support. The solution enables 24/7 remote troubleshooting, firmware over-the-air (OTA) updates, and cloud serial console access for non-intrusive debugging. Designed for mission-critical remote operations in logistics, retail, and industrial AI deployments, this intelligent edge management platform ensures business continuity, minimizes downtime, and significantly reduces on-site maintenance costs.
Last but not least, Portwell has partnered with ioNetworks to present an AI-powered Smart Traffic and Parking Management solution, combining real-time visual intelligence with rugged edge computing systems like the PJAI-100 and WEBS-45J1. The intelligent traffic solution showcased high-accuracy license plate recognition and instant detection of violations such as illegal turns and speeding, enhancing urban mobility and law enforcement capabilities. The smart parking system demonstrated automated entrance control and real-time parking space detection, optimizing vehicle flow and reducing operational overhead in commercial and public facilities. Designed for smart city development, transportation hubs, and urban infrastructure, this solution enables municipalities and facility operators to improve safety, maximize space utilization, and reduce manpower through intelligent automation.
Portwell’s COMPUTEX 2025 booth garnered positive feedback for its clearly segmented demo zones, hands-on live demonstrations, and real-world use case storytelling. B2B partners particularly praised the ease of AI deployment enabled by Portwell’s ecosystem—featuring no-code model development, scalable edge hardware, and integrated cloud-device management. Numerous project inquiries and partnership discussions were initiated during the show, signaling increased momentum for joint industrial AI deployments in the coming years.
Portwell extends its heartfelt thanks to every visitor, partner, and collaborator who contributed to making COMPUTEX 2025 a tremendous success. We remain committed to pushing the boundaries of innovative edge AI, AIoT, embedded computing, and tailored industry solutions. For further information about our solutions or to explore collaboration opportunities, contact Portwell today!