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Monday 29 December 2025
Luna Unveils Luna Band, Voice-Led LifeOS at CES 2026
Luna, the rapidly rising health-tech company redefining human performance, today unveiled the Luna Band, a groundbreaking new wearable designed to deliver real-time, voice-led health guidance. Powered by LifeOS, Luna's adaptive AI engine, the Luna Band represents a new category of personal health technology focused not on displaying data, but on providing timely, actionable guidance."In a market saturated with devices that simply report numbers and do analytics, Luna Band introduces a radically different philosophy: guidance over data"said the company's spokespersonBuilt around Luna's core pillars of biomarker intelligence, circadian rhythm, women's health, personal context, and 24/7 AI coaching, the Luna Band brings the full power of LifeOS to the wrist. With no monthly fees, the Band is positioned to democratize high-end health intelligence globally.A Voice-Led, Hands-Free Health ExperienceIn a first for any wearable, Luna band introduces fully hands-free, voice-led interactions, powered by Siri integrations. With Luna's dynamic logging, users can log meals, symptoms, emotional context, and request health guidance entirely through voice-input without even opening the Luna app. By allowing natural, conversational interaction through any earbuds or a connected device, Luna Band advances Luna's vision of a deeply integrated, ecosystem-agnostic LifeOS that works across devices and platforms.Advanced Biosensing for a New Level of PrecisionThe Luna Band features a research-grade optical sensor array paired with a high-fidelity 6-axis IMU. This sensing platform captures detailed physiological information associated with micro-recovery periods, circadian fluctuation, emotional stress signatures, and other subtle patterns that conventional consumer wearables often do not detect. This level of precision enables more informed and responsive health guidance.LifeOS: Real-Time Interpretation and Adaptive CoachingAt the core of the Luna Band is LifeOS, a real-time adaptive engine that processes thousands of physiological signals per minute. LifeOS identifies changes in recovery, stress, circadian alignment, and hormonal patterns, delivering context-aware recommendations throughout the day. The system is designed to offer timely support, ensuring users receive guidance at moments of highest relevance.Unified Health Ecosystem IntegrationLuna Band and Luna Ring serve as Luna's primary high-fidelity data collectors. But LifeOS also seamlessly integrates biomarker and usage data from Apple Health, Google Fit, Clue, Kindbody, and additional ecosystem partners to create a unified, longitudinal view of health. By integrating sleep, menstrual cycles, activity, stress, nutrition, and emotional inputs into a single framework, the Luna Band provides a comprehensive understanding of the user's daily physiological state.Redefining the Role of the WearableThe Luna Band establishes a new class of wearable technology centered on real-time guidance rather than retrospective reporting. By combining advanced sensing, adaptive intelligence, hands-free interaction, and broad ecosystem integration, Luna delivers a continuous health companion designed to support informed decision-making throughout the day, without subscription fees.Luna Band will be unveiled at Pepcom on 5th January 2026. CES attendees can see Luna Band firsthand at 55623, Venetian A-D Hall.
Monday 29 December 2025
World's First Waterproof Self-Flying Camera Unveiled at CES 2026
Zero Zero Robotics announced the launch of HOVERAir AQUA, the world's first fully waterproof, self-flying camera engineered for life on water. Built for creators, athletes, and innovators, AQUA represents a category-defining leap in aerial imaging: no remote, no piloting, no compromise. Whether stand-up paddling, kayaking, wakeboarding, jetskiing, fishing, or boating, HOVERAir AQUA captures stunning third-person shots - hands-free and hassle-free. AQUA will be available globally on Indiegogo starting at $999 (early bird price) on August 21, 2025, at 9 AM PST.Say goodbye to static POVs and manual drones. AQUA redefines content creation with AI-powered tracking, waterproof design, and palm-sized portability - all hands-free, all on water. Building on the success of PROMAX, the world's No. 1 self-flying camera, Zero Zero Robotics expanded its portfolio from skiing and biking into water sports. AQUA goes further with faster flight speed, longer flight time, real-time video, and IP-67 water resistance paired with neutral buoyancy. It follows users automatically over and around the water, delivering smooth, breathtaking shots from entirely new angles and opening the door for water-sport lovers everywhere. It floats. It follows. It films - anywhere on water.Equipped with a 4K/100 fps slow-motion camera, a 1/1.28" CMOS sensor, and a hydrophobic lens, AQUA ensures stunning image quality. With more than 15 automated flight modes such as snorkel mode and gimbal mode, as well as Level 7 wind resistance up to 33 knots, a lightweight design under 249g requiring no FAA registration, 23 minutes of flight time, and a maximum tracking speed of 55 km/h (34 mph), HOVERAir AQUA is ready to capture every adventure, hands-free and from entirely new perspectives.HOVERAir AQUA also introduces a powerful new accessory: the Lighthouse. Worn on the user's arm, the Lighthouse allows full control of AQUA, including takeoff, landing, recording, mode selection, and remote recall. Lighthouse's Virtual Tether detects when HOVERAir AQUA moves beyond a pre-set distance, prompting it to automatically return to the user. Another standout feature is AQUA’s integrated 1.6" AMOLED display. This high-quality screen allows users to enjoy a live preview while in handheld or snorkel mode and conveniently review captured footage on the spot, all without the need to connect to a mobile device."HOVERAir AQUA is an important continuation of our HOVERAir line. We continue pushing the boundaries of technology and reimagining what the flying camera can be. We want users to enjoy the freedom and fun of recording their lives and favorite activities," said MQ Wang, CEO of Zero Zero Robotics.Launching globally on August 21, 2025 via Indiegogo, AQUA is designed for water-sports enthusiasts, adventurers, creators, and families alike. With signature hands-free tracking, top-tier stability, and the new Lighthouse accessory for effortless control, AQUA is the perfect companion for anyone eager to capture their adventures from a completely fresh perspective. For more information, visit Venetian Expo, Halls A-D—Booth 54446 during CES 2026.The World's First 100% Waterproof, Self-Flying Camera for Life on Water. Credit: Zero Zero Robotics
Friday 26 December 2025
VOVO Unveils NEO: Smart Toilet for Health, Safety, Comfort
VOVO Corporation announced the debut of the VOVO Smart Toilet "NEO", a breakthrough in smart home innovation that transforms the bathroom into a hub of health monitoring, family safety, and effortless comfort. Recognized as a CES 2026 Innovation Awards Honoree, NEO is the first toilet designed not only to clean but to quietly protect, support, and improve wellness for families, seniors, and individuals worldwide.Results appear instantly on a wall-mounted display, giving families real-time insights without requiring any extra steps. NEO also includes "Jindo the Dog," a friendly AI monitoring system that detects inactivity. If an older family member hasn’t used the toilet for more than 12 hours, NEO automatically sends an alert, adding a critical layer of safety for seniors living alone.Beyond health, NEO enhances independence and hygiene with its advanced bidet system, offering adjustable water pressure, customizable temperature, and gentle oscillating wash. For users with limited mobility, this means greater comfort and dignity in daily routines. The toilet’s touch-free automation - auto-lid opening, auto-flushing, and motion sensors - reduces contact at every step, while a wireless remote with intuitive LED indicators provides simple control. A heated seat, warm air dryer, eco mode, and low-water design further elevate the experience, combining sustainability with convenience.Despite its advanced features, NEO maintains a sleek, minimalist design that fits seamlessly into modern homes, hotels, and businesses. Toilets are among the most-used fixtures in any household, and NEO leverages this everyday moment to deliver meaningful health insights and peace of mind. For caregivers, families, and seniors, it offers reassurance. For builders and designers, it introduces a new standard in smart living.The VOVO Smart Toilet NEO will retail at $4,990 USD and will be showcased alongside VOVO's expanded lineup at CES 2026, including the VOVO GO 9 Portable Bidet, VOVO Airee Toilet Perfume, and VOVO Body Dryer. Visit  at CES 2026, January 6–9 at the Venetian Expo, Level 2, Halls A–D, Smart Home Booth #53159.
Friday 26 December 2025
DeCloak develops next-generation privacy-preserving AI decision platform for robotics
Service robots are moving quickly into healthcare, security, and public environments. Yet their increasing reliance on visual and spatial perception technologies has introduced a major hurdle: uploading raw visual data to the cloud now poses significant privacy and regulatory risks. European and U.S. regulators have recently designated mobile image collection as a high-risk activity, shifting the robotics industry from a "performance-driven" model to one fundamentally shaped by compliance requirements. This shift is redefining what it takes for robotic systems to scale safely and legally.To address these emerging requirements, DeCloak Intelligences has developed a portfolio of privacy-preserving AI systems that rearchitect how visual intelligence is handled at the edge. This includes DeCloakFace, designed for safeguarding personal biometric traits; DeCloakVision, tailored for medical and caregiving environments; and the company's third-generation core platform DeCloakBrain, developed specifically for autonomous robotics. DeCloakBrain functions as a generic AI decision-making engine for robotic autonomy, enabling spatial perception and task execution without relying on sensitive visual data, making it a foundational technology for future large-scale deployments across regulated environments.According to DeCloak President Dr. Yao-Tung Tsou, the company's core innovation lies in "privacy-by-design at the data source," ensuring that all sensor inputs - such as images and numerical data - undergo irreversible de-identification directly on edge devices at the moment of capture. This is achieved through multilayer techniques integrating differential privacy on edge hardware, image anonymization, spatial computing, global visual fusion, and federated learning. With its proprietary irreversible de-identification technology, DeCloakBrain maintains high-accuracy, low-latency decision-making without using original sensor data. The technology is already modularized across software and hardware, enabling rapid, secure deployment and seamless integration with AMRs, medical service robots, humanoids, and quadruped robots, while supporting scalability in both performance and functionality.From a compliance standpoint, DeCloakBrain aligns with stringent privacy regulations in the US and EU. This allows international customers to meet privacy and safety requirements for public spaces, medical applications, and defense-related use cases, mitigating cross-border deployment risks. Dr. Tsou emphasized that DeCloak's intelligent system is built upon years of accumulated datasets, patented de-identification models, VLM/VLA scenario libraries, and long-standing integration experience with global robotics supply chains. This foundation forms a difficult-to-replicate ecosystem for privacy-preserving intelligence, offering verifiable data protection and robust multi-device interoperability.DeCloak enters a pivotal scale-up year as Japan, US, and Europe markets take shapeIn its global expansion strategy, DeCloak identifies Japan as its fastest-moving commercialization market, with public-space monitoring and smart healthcare positioned as the initial priority sectors. The company's integrated systems for these applications have completed deep technical alignment and are now progressing into phased deployment.In the United States, market development is led by partners specializing in military and law-enforcement robotics. Their systems - already used in defense and policing scenarios - are undergoing military - and police-grade certification, targeting applications such as public-area patrol and security inspection. In Europe, where data and imaging regulations are among the world's strictest, DeCloak follows a software-licensing and system-integration model that enables local manufacturers to rapidly incorporate privacy-protection capabilities into existing hardware platforms.Looking ahead, DeCloak plans to scale shipments across Taiwan and Japan while supporting major clients in deploying smart healthcare, public-space security, and related applications. Japan is expected to become the company's first overseas market to reach meaningful revenue scale. In the United States, following nearly a year of testing DeCloakBrain hardware and software modules with military and law-enforcement partners, the company anticipates entering a "mass production and shipment" phase in 2026, covering use cases such as defense systems, public-area surveillance, and inspections in high-risk operational environments.Additionally, DeCloak's US partners will arrange on-site demonstrations for key customers during CES 2026, serving as a critical evaluation step prior to formal procurement. Europe will enter a full-scale development phase in 2026, centered on software licensing and system integration, enabling manufacturers in Poland, the UK, Germany, and other regions to meet stringent regulatory requirements while adopting solutions for smart healthcare, public-space monitoring, and data-privacy protection.President Dr. Yao-Tung Tsou emphasized that as DeCloak's multi-market strategy matures, the company is positioned at a crucial inflection point where technological readiness converges with commercial acceleration. He noted that 2026 will mark DeCloak's transition from "technology completed" to "global scale-up," with the company committed to expanding real-world deployments and advancing privacy-preserving intelligence and autonomous robotics onto the global stage - defining the next generation of AI-driven robotic intelligence standards.DeCloak's next-generation privacy-preserving AI universal decision platform for robotic systems. Credit: DeCloak
Friday 26 December 2025
Yukai Engineering Debuts Baby FuFu at CES Unveiled 2026
Tokyo-based robotics startup Yukai Engineering will debut Baby FuFu, a portable fan robot designed for babies and toddlers to play with while keeping themselves cool. The robot's unique fan mechanism keeps the blades fully enclosed, making it safe even for babies to handle. It also securely attaches to baby strollers, enabling parents to fan their children hands?free.Designed to look identical to - but twice the size of - Nekojita FuFu, Yukai's popular drink?cooling robot, Baby FuFu is aimed at making personal cooling more accessible and fun amid the surging global popularity of portable cooling devices."Baby FuFu grew out of Nekojita FuFu fans' feedback that their children love not only cooling their food with it but also playing with it, pretending to fan their faces and blow?dry their hair," said Shunsuke Aoki, CEO of Yukai Engineering. "Many users also wanted FuFu made into a fan, so we created a robot that encourages toddlers to cool themselves with it to prevent heat stroke in hot weather, all the while having fun. Portable fans are now an essential summer item in many parts of the world, and we are very excited to introduce this adorable robot at CES 2026."Safety FeaturesBaby FuFu uses an internal fan to pump air from bottom to top. A slit plate in front of the fan prevents direct contact with the blades, even if a finger or other object is inserted through the robot’s mouth, making it safe for users of all ages.Use on Baby StrollersBaby FuFu's hands and feet are shaped to securely latch onto stroller handles. Users can easily adjust the robot’s angle to direct airflow onto a targeted area, such as a child's face.A press of a button allows users to switch among three airflow strength modes.Also on Display: Mirumi Now Live on KickstarterIn addition to Baby FuFu, Yukai will showcase many of its award?winning products during CES 2026, including Mirumi, the charm robot that turns around to steal a look. Mirumi is currently live on Kickstarter and will remain so throughout CES 2026; the campaign has already raised nearly $150,000 in funding within its first 10 days and runs through January 21.About Yukai EngineeringYukai Engineering is a Tokyo-based startup known for creating robots that bring joy to life. The company's innovations have earned numerous accolades, including recognition in TIME magazine's Best Innovations of 2025 for Nekojita FuFu (a drink?cooling robot), CES 2023 Innovation Awards for the BOCCO emo Platform (used by several Japanese utility companies to provide smart?living services), and fufuly (a robotic cushion for guided breathing that also received a 2024 Good Design Award). Many of Yukai’s flagship products successfully launched on Kickstarter, including Nekojita FuFu, which raised more than $120,000 from nearly 1,800 backers worldwide during the April–June 2025 campaign. Qoobo (a therapeutic pillow for companionship) also achieved global succes.
Wednesday 24 December 2025
From Executive Leadership to Doctoral Impact : HEC Liege Executive DBA
The recent Belgium-Taiwan Technology Night held in Taiwan highlighted the synergy between Belgian innovation and Taiwan's manufacturing strength. Building resilient supply and value chains demands leadership excellence beyond borders, precisely the philosophy behind HEC Liege's Executive Doctorate in Business Administration (EDBA), tailored for Asian executives.A European Doctorate for Asian LeadersThrough HEC Liege's EDBA, students can translate decades of executive experience into doctoral level insight, combining European academic rigor with Asia-Pacific business realities.Program Highlights1.Executive-Oriented Design: Modular delivery and blended learning accommodate busy professional schedules.2.Fully English-Taught: Courses conducted entirely in English foster diverse, cross Asian participation.3.Flexible Schedule: Structured to balance executive commitments with rigorous learning.4.Three-Year Completion: Efficient yet academically robust doctoral pathway.5.Comprehensive Support: Full academic and administrative guidance throughoutBeyond Traditional Exams.Rather than traditional doctoral qualification examination, EDBA research is validated through international conference presentations, enabling you to build academic credibility, global visibility, and thought leadership while maintaining your executive role.Why Choose HEC Liège EDBA programThe program unites diverse Asian executives under international faculty with both research expertise and executive practice experience.Key Benefits:1.Prestigious European Executive DBA.2.Research addressing real global market challenges.3.Internationally recognized faculty.4.Peer learning across diverse Asian markets.5.Practical dissertations creating immediate organizational impact.Strategic TimingJust as Belgian research excellence combines with Taiwan's technological strength, HEC Liège's EDBA merges European academic tradition with dynamic Asia-Pacific leadership demands.Your Strategic InvestmentHEC Liege EDBA transcends credentialing—it's a strategic leadership investment. Deepen strategic thinking, contribute original research, enhance professional credibility, and lead organizational transformation without career interruption.Request a confidential academic consultation to explore transforming your executive experience into a European doctoral qualification.
Wednesday 24 December 2025
How Technology Is Changing How We Game Online
Gaming used to mean sitting on a couch with a controller or visiting a noisy, crowded venue. Those days are fading fast. We have moved from simple pixelated screens to massive, immersive worlds that fit right in our pockets. This shift is not just about better graphics-it is about a fundamental change in how we interact with the games we love.Access RedefinedAccess is the biggest difference. No longer do players need to plan a trip or wait for a machine to open up. Many locals in the Sunshine State now prefer exploring Florida's casinos to explore online rather than dealing with the drive to a physical location. The same trend is emerging across countless regions worldwide.Online platforms offer distinct advantages that physical venues struggle to match. They host massive game libraries - often thousands of titles - ensuring players never run out of new experiences. Flexible banking options, including instant crypto withdrawals, deliver winnings in minutes rather than days. And unmatched privacy allows users to play from the comfort of home without anyone looking over their shoulder.Connectivity as the EngineThe rollout of high-speed networks has eliminated the lag that once made mobile gaming a nightmare. In the past, a dropped connection meant losing a ranked match or failing a team objective. That is changing fast. Today, 45% of networks worldwide are 5G compatible, with experts predicting this will rise to 85% by the end of the decade. This evolution guarantees smooth gameplay for everyone, regardless of device.Ultra-low latency now enables streaming 4K video of favorite games from a bus stop - without a hitch. This reliability empowers developers to build complex titles that run seamlessly on almost any device, putting a high-end console experience directly into players' pockets.AI and PersonalizationArtificial Intelligence is transforming the gaming experience. Players may notice their lobby seems to know exactly what they want to play - that's AI at work. Algorithms track history to suggest titles that fit individual styles, ensuring fast-paced shooter fans aren’t bogged down with slow strategy recommendations.But AI goes further. TechCrunch reports that AI companion apps are on track to generate over $120 million in 2025 alone, with downloads jumping 88% in the first half of the year. These apps allow users to converse with custom characters that have distinct personalities, signaling a growing appetite for digital connections that feel human rather than scripted.Virtual Reality and Cloud GamingVirtual Reality is shifting from novelty to necessity. While we aren't at Ready Player One levels yet, modern headsets now let players step into fully realized worlds where they can physically interact with environments and avatars. High-fives, opponent "tells," and shared social energy bring the excitement of a real gaming floor into the living room - solving the isolation problem that online gaming once had.Cloud gaming completes the transformation. By removing the need for expensive hardware, it democratizes access. Processing happens on remote servers, with devices acting only as screens. This shift toward instant, hardware-agnostic play is redefining user expectations across the industry. We expect things to work instantly. We expect them to look good. And we expect them to be fair. Technology is ensuring all three - and it is only getting faster.
Wednesday 24 December 2025
Voice AI braille printer Nemonic Dot wins CES 2026 Innovation
MANGOSLAB, a spin-off startup from Samsung Electronics, today announced that its AI-powered Braille label printer, Nemonic Dot, has been named a Best of Innovation Award Honoree at CES 2026. This marks the company's second "Best of Innovation" award and third CES award overall, solidifying its legacy of practical innovation.Bridging the Gap: Braille for Everyone Historically, creating Braille was nearly impossible for non-visually impaired individuals due to the months required to learn complex rules and abbreviations. Nemonic Dot breaks down these barriers. Users simply speak or type into a smartphone—e.g., "Shampoo" or "Take 3 times a day after meals"—and the device's AI automatically converts the input into accurate Braille codes in over 100 languages. This empowers pharmacists, caregivers, and family members to instantly create accessible labels without any prior knowledge of Braille.Technological Breakthrough: The 0.6mm Standard While existing portable Braille printers suffer from weak, inconsistent dots (avg. 0.35mm), Nemonic Dot utilizes a proprietary printing engine inspired by automotive and printer technologies to achieve a consistent 0.6mm dot height. This meets global standards (US 0.48mm, Korea 0.6mm) and ensures high readability for the visually impaired.Unlocking Public Accessibility with Metal Braille A key innovation of Nemonic Dot is its ability to print on specialized metal tape. Unlike paper labels, these metal Braille labels offer superior durability and corrosion resistance, making them impervious to harsh weather and frequent touch. This breakthrough allows Braille to be applied to outdoor environments and public infrastructure—such as bus stops, park signage, and handrails—ensuring that accessibility remains intact anywhere, anytime.A Platform for Universal Access Beyond hardware, Nemonic Dot serves as a "Braille Accessibility Platform." MANGOSLAB has developed its SDK and APIs to integrate seamlessly with hospital EMRs, pharmacy systems, and retail POS. This automation solves the critical issue of time in busy environments, allowing prescription information to be converted into Braille labels automatically without manual re-entry.Quotes "Our goal is the 'Normalization of Braille'- where Braille is no longer a special accommodation but an everyday language found on medicine, elevator buttons, and cosmetics," said a representative from MANGOSLAB. "With Nemonic Dot, we are creating a new market for 'On-Demand Braille,' transforming how the world shares information equally."Market Availability Nemonic Dot will be unveiled at CES 2026 in January and is scheduled for global release in the first half of the year.
Wednesday 24 December 2025
GameSir to Showcase Next-Generation Gaming Hardware at CES 2026
GameSir, a global innovator in gaming peripherals, will unveil its latest breakthroughs at CES 2026, held January 6–9 at the Las Vegas Convention Center. At Central Hall, Booth #14457, attendees will discover three flagship products designed to redefine immersive play: Turbo Drive, Swift Drive, and Tracer Pro.Turbo Drive introduces a full 2.4G wireless racing setup that eliminates cable clutter and enhances portability. With ultra-long battery pedals, customizable pro-level controls, and Turbine Fan Feedback technology simulating airflow to convey speed and cornering dynamics, Turbo Drive delivers a new standard of realism. Its Hall Effect encoder ensures ultra-precise steering with up to 65,000 levels of resolution, while reactive RGB lighting and haptic motors further heighten immersion.Swift Drive brings direct-drive force feedback into a compact form factor, powered by the world's smallest direct drive motor developed by GameSir. This innovation allows players to feel every turn, bump, and collision with lifelike precision. Enhanced by Hall Effect technology, customizable paddles, RGB lighting, and three haptic motors, Swift Drive offers nuanced realism and endurance with up to 30 hours of battery life.Tracer Pro reimagines shooting peripherals with a plug-and-play wired connection and a sleek, streamlined design. Featuring electromagnetic recoil feedback, micro switch triggers, and a Hall Effect stick that eliminates drift, it delivers authentic and responsive control. A 4000mAh battery paired with a smart charging dock ensures uninterrupted sessions, while detachable grips and dynamic RGB lighting allow players to personalize their experience.GameSir's showcase at CES 2026 is more than a product launch; it is a statement of intent. By merging precision engineering with immersive feedback systems, the company is charting a new course for interactive entertainment. Visitors to Booth #14457 will not only see the future of gaming hardware - they will experience it firsthand. 
Wednesday 24 December 2025
Memorence AI Advances Instant Learning for Human-Machine Collaboration
As generative AI continues reshaping industries worldwide, enterprises are accelerating adoption across production, inspection, and automation workflows. Yet, as the era of human-machine collaboration and robotics unfolds, traditional AI systems still face two major deployment barriers.The first challenge is the lack of adaptability: when on-site conditions change - such as in visual inspection scenarios where production lines switch tasks, new defect types emerge, or inspection conditions shift - conventional AI models often require days or even weeks of retraining, falling short of real-time operational demands.The second challenge is catastrophic forgetting: when a model learns new information, it often loses accuracy on previously mastered tasks, a long-standing technical hurdle in deep learning.To address these pain points, Memorence AI developed its proprietary instant learning technology, inspired by the mechanisms of the human neocortex. The technology significantly shortens the time needed to adjust AI models while maintaining stability of prior knowledge. This provides a critical foundation for real-world human-machine collaboration. The company has secured invention patents in Taiwan, the United States, Japan, and China, laying the groundwork for its global expansion.Founder and CEO Pai-Heng Hsiao explained that the core principle is designed to support human-inspired capabilities such as perception, association, understanding, reasoning, and memory. For example, when an operator identifies a misjudgment and corrects it, the system can immediately incorporate the new information and apply it to subsequent tasks. This capability delivers rapid feedback and can be extended to support multi-modal knowledge applications.Focusing on Three Application Domains, Gaining Traction Among IPC VendorsMemorence.AI aims to bring AI from the cloud to the front line. Its end-to-end AI solution, Memorence Suite, is designed for large-scale visual inspection tasks and features a no-code architecture, allowing enterprises to deploy AI without relying on in-house engineers. One major industrial customer reduced manual inspection miss rates from 2-4% to below 0.1%, significantly improving quality and operational efficiency.Operagents targets high-variability environments in human–machine collaboration and future robotic systems. Leveraging instant learning, the solution responds quickly to changes in workflow, operating procedures, and recognition conditions. After deployment at a major manufacturer, operators were able to provide corrections that the system rapidly incorporated within a human-in-the-loop workflow, updating guidance instructions in real time, effectively reducing assembly errors and minimizing variation among different personnel.Memoragents provides a multi-modal knowledge query system that enables companies to continuously accumulate and update domain expertise on the shop floor. This allows employees to resolve technical issues quickly while mitigating gaps in institutional knowledge and expertise transfer.Together, the three solutions - from large-scale visual inspection to real-time operational assistance and multi-modal knowledge understanding - form a complete foundation for next-generation human-machine collaboration and robotics applications.Hsiao stated that Memorence AI's instant learning technology and AI solutions form a complementary advantage with the hardware offerings of IPC vendors. Customers can integrate IPC systems with Memorence AI products to enhance the applicability and competitiveness of their overall solutions. In 2025, the company partnered with a leading IPC manufacturer to participate in a major European trade show, leaving a strong impression on local industry players and laying a solid foundation for its market expansion in Europe.Advancing Toward CES2026 and Accelerating Global ExpansionWith support from Taiwan Tech Arena (TTA), Memorence AI is set to participate in CES2026 and has been named a CES Innovation Awards 2026 Honoree. Given the United States' strong foundation in advanced manufacturing, precision manufacturing, and large-scale automation - coupled with the rapid growth of human-machine collaboration, robotics, and the stringent quality and process requirements in aerospace and other high-spec sectors - Memorence AI will showcase the instant learning capabilities of Operagents in operational guidance and quality assurance applications. The company will also demonstrate its multimodal visual-and-text knowledge base solutions, enabling enterprises to continuously update professional knowledge and workflow procedures directly on-site.Hsiao noted that Taiwan's government has significantly increased support for startups in recent years, providing strong momentum for industry-wide development. He expressed deep appreciation for TTA's long-term assistance, particularly the opportunity to join the CES delegation, which has not only boosted Memorence AI's global visibility but also strengthened its confidence in expanding its international presence. Moving forward, Memorence AI will continue to advance AI and instant learning technologies, expand into additional modalities and interactive capabilities, and support global partners as they embrace a new era of human-machine collaboration and robotics-driven applications.Operagents offers operational guidance and adapts via instant learning with human oversight.Credit: TTA