Special Cases

06
2021.10
【2021 Solutions】 Motor Protectors: How Haobo Technology Employs AI to Understand the 'Hearts' of Machines

Motors are a critical power source for various devices in modern times, and are key components of many automated equipment, acting like the heart of machines Any malfunctions not only shorten the lifespan of the motors themselves but also affect the entire system's operation, potentially causing delays in production due to downtime Through the use of Smart Vibration Diagnostic and Monitoring Solution SVDM Solution, Haobo Technology utilizes AI to comprehend motors, becoming an indispensable tech partner in intelligent manufacturing The essential industrial motors see an almost 4 annual compound growth rate According to statistics, the market size for industrial motors was 329 billion in 2017, with an expected compound annual growth rate of 363 from 2019 to 2025 Motors have a wide variety of uses, nearly essential in all equipment operations, and represent a technology that is well-developed, with numerous suppliers and a long product lifecycle Haobo Technology, established in 2015, started by solving motor noise issues In recent years, due to the rapidly evolving AI technology, Haobo Technology has continuously innovated and researched, integrating vibration frequency with sound-based audio processing technologies and AI algorithms for noise reduction, along with their self-developed wideband low-noise vibration sensors They introduced a new generation of industry-leading 'Smart Vibration Diagnostic and Monitoring Solution' SVDM Solution, overcoming previous challenges in detecting main vibration frequencies and predicting vibration models in complex environments, making it an essential solution for accelerating industrial intelligence Haobo Technology's 'Smart Vibration Diagnostic and Monitoring Solution' has been successfully applied in PCB drilling machines, semiconductor equipment, machine tools, and medical equipment Haobo Technology's CEO Lu Hongyi states that the Smart Vibration Diagnostic and Monitoring Solution is distinguished not only by its noise reduction capability but also by the AI model's ability to instantly recognize abnormal frequencies in motor vibrations Since general motor sensors are too large to be mounted on the motors, Haobo Technology has customized thin sensors to be installed on the spindle motors, allowing AI models to be computed in real-time on edge devices, significantly reducing the cost of computational resources, with an overall potential reduction in costs by one-fourth Simultaneously, advancements in vibration detection for motor operations have exceeded past technological limits, thus allowing for the immediate detection of the minutest changes and providing early malfunction warnings, helping to extend the lifespan of the motors Haobo Technology has established a vibration data AI analysis platform that constantly monitors the health of motors Haobo Technology's self-developed AI engine is capable of training database modules from collected operational vibration data of motors and establishing a proprietary database for that equipment, which provides real-time comparisons during operation, monitoring if the production equipment is functioning normally Upon detecting any abnormalities, the system instantly issues a warning alert, enabling on-site managers to address the issue immediately to prevent large quantities of finished or semi-finished products from defects Haobo Technology's vibration data AI analysis platform can detect the most subtle vibrations in motors, thus precisely predicting their health status Lu Hongyi mentions that the company independently develops its sensors, hardware, firmware, and AI data analysis platforms, which allows for the detection of the faintest vibrations in motors, thereby accurately predicting their health status This optimization of product quality and preemptive monitoring of production equipment health aims to enhance productivity Haobo's 'Smart Vibration Diagnostic and Monitoring Solution' SVDM Solution has successfully been applied in PCB drilling machines, semiconductor equipment, machine tools, and medical devices, with future plans to actively promote across various industries and enter the international market, hoping to become a pioneer in smart vibration diagnostics Haobo Technology CEO Lu Hongyi「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

2021-10-06
【2022 Solutions】 Xiaoshi Intelligent Inspection uses the two swords of "AOI + AI" to combine software and hardware to open up the two channels of appearance defect detection and supervision.

Quality inspection, like a double-edged sword, has always been a favorite and painful subject for Taiwanese manufacturers When AI deep learning enters the industrial visual inspection of traditional manufacturing industries, it can not only save inspection manpower investment, solve the problem of inconsistent manual visual standards, overcome the limited visual recognition and defect detection blind spots of traditional automatic optical inspection AOI, and also enable real-time traceability Causes of quality problems The overall AIAOI visual inspection solution developed by Xiaoshi Intelligent Inspection integrates software and hardware to create efficient appearance defect detection capabilities, helping electronics OEM customers create high-efficiency products with a miss detection rate of less than 1 and an overkill rate of less than 3 Check the level Xiaoshi Intelligent Inspection was established in 2020 Although it is a new venture two years ago, it did not start from scratch Founder and CEO Hong Peijun and the core team have been deeply involved in Foxconn factories for many years and participated in countless smart factory-related solutions and process improvements , has profound AI deep learning development capabilities, and accumulated rich experience in world-class AI application implementation Seeing that AI industrial inspection must be the last mile for the manufacturing industry to move towards Industry 40, Hong Peijun resolutely decided to implement AI deep learning technology in the field of smart manufacturing with high output value, and specialized in the development of AI industrial visual inspection For the manufacturing industry, product inspection is the most important part of all quality control, but traditional industrial inspection faces two major pain points 1 Manual visual inspection Today, more than 95 of the entire manufacturing industry still relies on manual visual inspection Inspection makes it difficult for manual visual quality inspection standards to be consistent, and visual inspection of fine objects, such as passive components or highly reflective components, will cause long-term vision damage 2 Traditional AOI automatic optical inspection The product has limited visual recognition capabilities and blind spots in defect detection Among them, the detection of appearance defects such as scratches, oil stains, dirt or hair and other unexpected subtle defects has always been a problem in AOI applications Insurmountable difficulties AIAOI visual inspection overall solution is a great boon for appearance defect detection When designing the product roadmap of Xiaoshi Zhikan, customer group positioning and strengthening customer product services and value were important indicators Moreover, appearance defect detection has always been an unresolved pain in the manufacturing industry, Hong Peijun said With industrial quality inspection AI software as the core, Xiaoshi Intelligent Inspection provides an overall solution for AIAOI visual inspection It mainly promotes three major products, including "QVI-T AI deep learning inspection modeling platform software" and "AI six-sided defect inspection and screening machine" ” and “AI Industrial Quality Inspection Platform” The main customer groups served are semiconductor packaging and testing, EMS electronics foundry, small metal parts processing and other industries with high production capacity and high gross profit margin In response to customer needs, Xiaoshi Intelligent Inspection provides corresponding software and hardware services, combining self-developed AI deep learning software and hardware quality inspection equipment to reduce the manual visual burden on the production line and effectively improve the production quality of the factory In order to help equipment manufacturers and technical engineers with development capabilities accurately grasp product appearance defect detection, Xiaoshi Intelligent Inspection independently developed QVI-T deep learning detection software, which can provide customers with defect location, defect classification, defect segmentation, anomaly detection and text recognition Key functions such as this are different from the fixed detection methods of traditional software Algorithms can be refined based on different industrial detection methods and different APIs can be developed to connect devices with different lenses The software design of this platform is very lightweight It is a SaaS software built on public cloudprivate cloud It mainly involves simple image uploading, labeling, training modeling, and verification testing After completion, users can download models, SDKs, APIs, and reports Effectively help customers achieve AI inference functions Currently, most of the industrial inspection services on the market are traditional AOI software industrial inspection machines, which can only measure product contours such as the head and length of fasteners, etc, and cannot truly provide detection of subtle product surface defects such as screw head cracks and tooth damage There is a lack of such high-precision defect detection companies in the market, Hong Peijun observed Xiaoshi Intelligent Inspection developed and independently built the "AI six-sided defect detection and screening machine" from customized services in the past to providing standardized services for customers at the current stage It provides standardized testing services for fasteners in measurement and surface defects, as well as passive components High-speed surface defect detection of similar products This professional machine uses the AI deep learning AOI composite algorithm technology independently developed by Xiaoshi Intelligent Inspection Through parallel computing technology, it can achieve model inference up to 3 milliseconds per picture, and realize multiple complex defect detection on the electrodes and body of passive components This professional machine is mainly used for the inspection of fasteners, small metal parts and passive components In terms of competitiveness in the industry, the software hardware integration provided by the AI six-sided defect inspection and screening professional machine is an important core competitive advantage of Xiaoshi Intelligent Inspection It is not as simple as it sounds Hong Peijun said with emotion that this special machine is very important in the industrial inspection industry Commonly known as the highly integrated integration of optical mechanisms, electronic controls, software and algorithms, the process requires continuous optimization and iteration, and requires multiple client verifications and modifications After a long period of hard work, the technical threshold has also been raised The AI six-sided defect detection and screening professional machine will be the main product promotion direction of Xiaoshi Intelligent Inspection in the next 3-5 years It is believed that AI combined with measurement technology and surface defect detection will be an important source of core competitiveness of Xiaoshi Intelligent Inspection, Hong Peijun said AI six-sided defect detection and screening professional machine will be the main product promotion direction of Xiaoshi Intelligent Inspection in the next 3-5 years Faced with the booming development of Industry 40 in smart factories, customers often ask "Does quality inspection data have secondary use value" Hong Peijun said that the "AI Industrial Quality Inspection Platform" launched by Xiaoshi Intelligent Inspection has a machine learning mechanism , which can be used for secondary use of quality inspection data to provide customers with multiple functions including real-time monitoring and early warning of production quality, quality traceability analysis, quality factor assessment, process parameter prediction and recommendation Taking the successful introduction into the automotive parts factory as an example, through the prediction and recommendation of process parameters provided by the AI industrial quality inspection platform, when we know the product defects, we build a set of models based on the experience of past masters, coupled with the network connection data from the previous stage, After integration, we have process data, incoming material data, and quality inspection data We can predict whether these machine parameters have run out, and we can recommend whether the process parameters of certain sections should be adjusted up or down Through the AI industrial quality inspection platform, Xiaoshi Intelligent Inspection can help customers connect visual quality inspection results, process data and acceptance standards with the existing MES system of the customer's factory to improve production quality, improve efficiency and reduce costs In terms of business model, Xiaoshi Zhiqian also provides a software subscription system for the deep learning detection modeling platform software It provides public cloud customers with traffic subscription and charges based on the amount of image uploads, while private cloud customers adopt an annual license fee license charging mechanism In addition, the company also provides customers with a buyout charging mechanism for the overall solution equipment, and provides a one-year warranty, after which consumables and software update maintenance fees are charged annually Going in the opposite direction, using both hard and soft methods, with a missed detection rate of less than 1 and rapid modeling in 15 minutes Faced with various small-volume and multi-sample inspection needs in the manufacturing industry, general AI deep learning visual inspection usually requires customers to collect a large number of photos of defective products, which is time-consuming to label, and also causes customers to have difficulty in importing AI, and defective products cannot be collected The introduction cycle is long and implementation is full of risks If there are not enough bad samples, the model will be inaccurate Kosaki Chikan goes in the opposite direction and uses its product "AI Visual Inspection Model Development Tool" to train models through pictures of good products provided by customers It is relatively easy for AI to learn good products, no labeling is required, and the time can be quickly compressed to complete the modeling Take the implementation of IPC electronics industry - AAEON Technology as an example In order to reduce the manpower input of the quality inspection station in the PCBA production line and have standardized quality inspection, Xiaoshi Intelligent Inspection provides an overall solution for PCBA AI visual inspection software and hardware services, and conduct in-line inspection on the factory's highly automated assembly line, effectively saving inspection manpower investment, improving the standardization of quality inspection rates, and improving the problem of inconsistent standards caused by manual visual inspection Through the introduction of AI visual inspection software and hardware integrated solutions, we have effectively helped customers maintain an overkill rate of less than 3 in the past two years, and achieved high-efficiency performance with a missed detection rate of less than 1 In addition, this solution allows practitioners who do not understand AI to quickly operate modeling By installing the modeling tool on the device, when the customer has a new product number and needs to create a model, he only needs to provide 10 pictures of good products to scan under the device It only takes 15 minutes to quickly train the model In terms of product core strategic layout, compared with market competitors who rely solely on general software services to seize all manufacturing markets, it is not feasible to apply it to industrial inspection Hong Peijun has observed over the past 10 years and believes that only software hardware can With technical thresholds and focusing on one industry and field, only by adopting a standardized company's AI six-sided defect detection and screening special machine can it be replicated and scaled up, and the company can truly continue to move towards optimization and create product competitiveness, even if there are other competing products It’s not easy to compete for this pie, Hong Peijun said Xiaoshi Intelligent Inspection’s overall AIAOI visual inspection solution creates rapid modeling and excellent results for customers with a missed detection rate of less than 1 The most competitive AIAOI overall solution provider with global presence For new entrepreneurs, facing business expansion is a challenge every day Hong Peijun said that small companies are easily snatched away by large companies, company talents are poached by high salaries, lack of deep customer relationships, and the business team is not large enough, etc How to overcome this Hong Peijun believes that the key to success and competitiveness of a new start-up company is to be diligent in making up for mistakes, provide better services, provide more immediate feedback, and create more professional solutions to convince customers Since its establishment in 2020, Xiaoshi Intelligent Inspection has always gone against the grain in terms of product core strategic layout, surpassing the competitive market among its peers, and actively taking root in the overall solution of AI visual inspection software and hardware Hong Peijun hopes that Xiaoshi Intelligent Inspection will become the world's most competitive AIAOI overall solution provider for the electronics and semiconductor industries in the future, and provide the top AIAOI professional machines and equipment to the electronics and semiconductor industry customer base Hong Peijun said that the technical capabilities of the company's AI six-sided defect detection and screening professional machine have reached the top domestic level In order to speed up the research and development of professional machines to become more standardized and sell them to overseas markets, the company will conduct a fundraising plan at this stage, hoping to use legal persons such as the Capital Strategy Council to assist in more business connections and fundraising channels For the medium and long-term goals, Xiaoshi Intelligent Inspection will lay out the global market including mainland China and Southeast Asian countries At the same time, it will follow the international footsteps of major OEMs in global layout Under the target inspection project, it will continue to develop specialty products and spread towards the international field 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

2022-09-01
【2022 Solutions】 Complete checkout in 1 second, Viscovery AI image recognition assists smart retail

Artificial intelligence AI has gradually changed the way various industries operate in recent years However, most of the work is still done by humans, with AI playing a supporting role This has led to emergence of the term "AI Copilot," which stands for "AI-driven tools or assistants" that aim to assist users in completing various tasks and improve productivity and efficiency The concept of AI Copilot comes from the role of "co-pilot" During flight, the co-pilot assists the main pilot in completing various tasks to ensure flight safety and efficiency In fact, there have been signs of various "machines" beginning to play the role of "copilot" in different fields since the Industrial Revolution, assisting humans in completing heavy physical and repetitive tasks, greatly improving factory production efficiency, and driving rapid economic development Following the advancement of computing equipment and breakthroughs in machine learning, deep learning, and image recognition technologies, the concept of AI Copilot has gradually taken shape The development of AI Copilot marks the transition from "machine-assisted to AI-assisted" Early robots could only complete preset repetitive tasks, but today's AI copilot can learn and adapt to new environments and tasks, and continuously optimize its performance in practical applications This transformation not only changes human-machine interactions, but also has a profound impact on various industries The application scope of AI copilot covers various industries, including finance, healthcare, manufacturing, education, retail, etc, and are everywhere to be seen Application of AI copilot in the retail industry AI image recognition checkout In the retail industry, the application of AI copilot has begun to show concrete results Take Viscovery's AI image recognition checkout system as an example This system is a type of AI copilot model that helps store clerks speed up checkout or assists consumers in simplifying the self-service checkout process The store clerk needs to scan the product barcodes one by one in the regular checkout method If a product does not have a barcode, such as bread and meals, the clerk needs to first visually confirm the items, and then input them into the POS checkout system one by one Based on actual measurements at a chain bakery, it takes 22 seconds for an experienced clerk from "visual recognition" to "entering product information of a plate of 6 items into the checkout system" New clerks may need even more time In addition, according to a Japanese bakery operator, it takes 1 to 2 months to train employees to become familiar with products Now with AI image recognition technology, store clerks let AI handle the "product recognition" step, and AI will play the role of copilot, quickly identifying items within 1 second, speeding up checkout to save 50 of checkout time, and optimizing customers'shopping experience The time cost of training employees to identify bread can also be effectively shortened Even for products with barcodes, AI can quickly identify multiple items in one second, which is more efficient than scanning barcodes one by one The self-checkout system "assisted" by AI image recognition allows consumers to successfully complete shopping without the help of store clerks, eliminating the trouble of swiping barcodes or searching for items on the screen, which improves the shopping experience In a time when store clerks are hard to hire due to labor shortage, this also helps stores reduce operating costs AI quickly identifies multiple checkout items in just one second Source of image Viscovery Recently, startups dedicated to developing AI image recognition checkout solutions have emerged in various countries The most lightweight solution currently known is in Taiwan It can be immediately used by installing a Viscovery lens and a tablet installed with Viscovery AI image recognition software at the checkout counter to connect to the store's existing POS checkout system There are various integration methods, including plug-and-play and API solutions integrated with the store's POS system Viscovery AI image recognition system can be painlessly integrated with the store's existing POS system Source of image Viscovery Example of AI image recognition checkout Currently, the Viscovery AI image recognition system is being used in bakery chains in Taiwan, Chinese noodle shops in Singapore, micromarkets in department stores in Sendai, Japan, and Japanese bakeries and cake shops Over 7 million transactions were completed through this AI system, which identified more than 40 million items These use cases demonstrate the extensive application of the Viscovery AI image recognition system in the retail industry In the future, the company will continue to explore the various possibilities of using Vision AI in retail and catering nbsp The Viscovery AI image recognition system is already being used in bakeries, cake shops, restaurants, and convenience stores in Japan, Singapore, and Taiwan Source of image Viscovery

2022-04-27
【2021 Solutions】 Exclusive Innovative AI Algorithm Miniaturization Patent: Mantuo Technology Assists in Bringing Large-Scale AI to the Cloud

With the Internet of Things, the demand for AI algorithms is becoming increasingly massive and complex The use of Edge AI, which can effectively reduce costs, enhance security, and improve execution efficiency, will become an inevitable trend Founded in 2018, Mantuo Technology's DeepMentor mainly provides miniaturized AI algorithm SaaS services It is a real solution provider on the market that can deploy AI algorithms running on cloud servers or GPU processors to the Edge Device level, maintaining an accuracy of over 99 while significantly reducing data movement and algorithm complexity Its exclusive and innovative Miniaturized Electronic Design Automation process MAT can shorten time, reduce costs, and still achieve an accuracy higher than 99, key for deploying cloud AI to Edge Devices Ten years of dedication, Mantuo Technology's miniaturization technology gains market attention After more than ten years of research and development in the laboratory, the founder of Mantuo Technology, Wu Xinyi, and his team's exclusive patent of the miniaturized electronic design automation process has resulted in over 20 international A-level papers and several awards including the Best Paper Award Mantuo Technology's technology has been recognized by the market, and in the past two years, it has won the 'Most Investment Worthy Award' at the 8th Yungu Cloud Leopard Incubation Demo Day and the 'Strongest System Innovation Award' with Chunghwa Telecom, as well as the '2021 G Camp International Link Award' and the 'YEZ International Accelerator Special Award' at the 5th 'International Innovation and Entrepreneurship Training Camp G Camp' organized by the Ministry of Economic Affairs in August 2021 滿拓科技獲得第八屆雲谷雲豹育成總決賽「最具投資價值獎」。圖左二為滿拓科技創辦人吳昕益。 AI algorithms are quite large mathematical models Mantuo Technology is focusing on future trends from the era of the Internet of Things IOT to the intelligent Internet of Things AIOT All kinds of terminal products will integrate AI to provide more powerful functions However, many AI algorithms are relatively complex and large, which cannot be integrated into existing terminal devices Therefore, Mantuo Technology developed an exclusive miniaturization technology MAT to optimize the algorithms, simplifying the complex algorithms so they can be incorporated into small embedded systems for easier interfacing with hardware equipment Indeed, what challenges do companies currently face when deploying Edge AI Mantuo Technology's Marketing Director, Yang Yuming, explains that in terms of hardware computation, the cost of GPUs is high, and due to power consumption and heat generation, they are not suitable for edge computing devices In terms of software, there is a lack of good solutions on the market, and most applications can only deploy lightweight simple AI models tiny AI, which are easily affected by climate or external environmental changes, significantly impacting accuracy Importantly, including major international manufacturers in their 2021 white papers, it is mentioned that accuracy can be immediately reduced by 5-15 during the compression process Mantuo Technology offers a complete Edge AI computing solution, with its exclusive and powerful miniaturization technology, which can reduce computational and data volume by 90 while keeping accuracy within 1, successfully deploying multiple complex professional million-parameter AI algorithms to edge devices Mantuo Technology's main customers target system manufacturers and software and hardware developers who want to upgrade IoT to AIoT Mantuo provides the DeepLogMarker software platform to help system vendors and developers quickly obtain miniaturized AI algorithms Through simple training and deployment, they can easily convert commercial IoT devices into AIoT products Yang Yuming stated that the company will launch the SaaS software platform service DeepLogMarker in the fourth quarter of 2021 The first phase will offer the nine most commonly used professional miniaturized AI algorithms, such as object recognition, posture detection, facial recognition, and age and gender algorithms, allowing customers to choose as needed Different AI functions can also be combined according to different usage requirements The platform adopts a subscription model, providing all AI developers, like engineers, startup teams, and device manufacturers, to download and use these algorithms SaaS platform services - simple subscription to use AI algorithms Specifically, customers only need to select the required algorithms on DeepLogMarker, and with a few steps, they can deploy the algorithms to the Edge AI hardware platform Customers do not need to spend a substantial amount of资金capital and time to build an AI environment, and even beginners in AI can directly access all kinds of AI applications needed on the DeepLogMarker platform Mantuo Technology provides professional AI models that have been miniaturized, allowing startup entrepreneurs and developers to subscribe to miniaturized AI algorithms and purchase the Edge AI box to interface with their IoT systems, thereby upgrading the IoT systems to AIoT systems Mantuo Technology is committed to becoming a SaaS software company in the Edge AI field By the end of 2021, it will provide a variety of Edge AI solutions and algorithms on the online platform, hoping to build a complete DeepLogMaker Edge AI user ecosystem Enterprises and cloud service providing platforms like Amazon AWS, Microsoft Azure, IC design companies, startups, and IoT device manufacturers can use the AI services from Mantuo Technology on the platform, to inspire various innovative applications, enhance AI value, and create business opportunities together 滿拓科技建構DeepLogMaker Edge AI使用者生態圈 At the same time, strategic partners with international SaaS operations experience are also welcome to join hands with Mantuo Technology Besides deepening the Taiwanese market, Mantuo Technology's services will also expand into East Asia and international markets such as the United States and Europe The ultimate aim is to significantly reduce the deployment cost of Edge AI, help in the widespread application of AI at a grassroots level, and broaden the applications of Edge AI in intelligent retail, smart manufacturing, smart home appliances, smart medical, and more Mantuo Technology believes that now is the best time for Taiwanese manufacturers to enter the Edge AI market Currently, major chip manufacturers such as NVIDIA, Intel, Qualcomm, NXP, and cloud leaders AWS, Google, Microsoft are all actively investing in this field If Taiwanese manufacturers want to break into the Edge AI market, considering the strengths of Taiwan's small and medium-sized enterprises, industrial manufacturing advantages, and government resources, unique value in software and hardware integration and technology is still the best leverage Finding the right entry point, Mantuo Technology hopes to become the key hub that connects international software giants' resources with Taiwan's hardware advantages Mantuo Technology's miniaturized algorithms enable Edge devices to perform more robust AI functions With the advent of the 5G era, the various AI intelligent application scenarios that everyone is looking forward to can truly materialize The current IoT products need to be fully upgraded 'Solving problems through system integration is solving problems from the root' Mantuo Technology's software and hardware integration solutions, including various AI silicon IP licensing and SaaS services, are expected to officially hit the market from the end of 2021 to early 2022, at which time the development of AI applications in Taiwan may show a different aspect Founder of Mantuo Technology, Wu Xinyi「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

2021-08-26

Records of Solutions

【解決方案】八年磨一劍 立普思搶攻3D感測百億美元市場
【2021 Solutions】 After eight years of hard work, LIPS Corporation is poised to seize the 3D sensor market worth tens of billions of dollars

2D industrial cameras of European, American and Japanese brands have been popular in the market for many years The market has been reshuffled as it transitions from 2D to 3D The domestic brand LIPS, which mainly focuses on 3D cameras, has taken advantage of the trend and launched a variety of 3D camera from standard to industrial models It provides total solutions through hardware, software, and systems, has become a hot commodity in the market Since its establishment eight years ago, LIPS has focused on the 3D sensor market and aims to become a leading brand in machine vision The 3D image and sensor market will exceed US10 billion in 2026 with an annual growth rate of 14 According to forecasts of Yole Deacuteveloppement, the 3D image and sensor market will grow from US68 billion in 2020 to US15 billion in 2026, with a compound annual growth rate reaching 145 Among them, the mobile and consumer markets will account for 46, becoming the mainstream of the market, followed by the automotive and industrial fields, accounting for 22 In terms of mobile and consumer markets, in addition to mobile phones, 3D sensor technology has a wide impact on the consumer market, including tablets, VRAR, robot vacuum cleaners, and AIoT AI combined with IoT For example, the 3D facial recognition of Apple's iPhone is the most popular 3D sensor technology today LIPS focuses on the development of 3D vision and AI, providing software development kits and software and hardware solutions The software development kit is based on 3D depth images combined with AI algorithms, and can be quickly applied to industrial automation, smart logistics, smart healthcare, smart retail, industrial safety, and automotive assistance systems LIPS has three core competencies Benson Lee, chief marketing officer of LIPS, said that 3D depth cameras integrate optics, electronics, mechanisms, parallel processing, algorithms, and AI, and has a high technical threshold The three most common 3D sensor technologies are Time-of-Flight TOF, stereo, and structured light depth cameras The company provides 3D sensor total solutions Benson Lee also pointed out that the companyrsquos has an advantage in 3D sensor end-to-end solutions 1 In terms of 3D depth cameras, it covers three technologies ToF, stereo, and structured light It is rare for a manufacturer to have all three technologies at the same time 2 3D sensor intermediary software supports AI sensor intermediary software, such as facial recognition, head count, body tracking, gesture recognition, and spatial measurement 3 One-stop solutions for 3D sensor systems, such as 3D scanners, advanced driving assistance systems, and facial recognition systems are provided as standard products and can be customized according to customer needs The company has become the best 3D AI technology partner for many iconic customers around the world LIPS 3D vision guided robot solution Obtained 30 patents around the world, LIPS products reach deep into the Japanese market LIPS has obtained more than 30 patents for its 3D AI technology, mainly in the United States, China, and Taiwan Its marketing strategy has shifted from exports to domestic sales, starting with Japan and working with tier one Japanese customers, such as multinational tech company in precision ceramics, one of the top eight electric machinery companies in Japan, and Japanese device manufacturing and solutions providers The company has shipped large quantities of goods to several world class customers, such as the multinational tech company in precision ceramics, the largest manufacturer of industrial self-propelled vehicles in Germany, and one of the top eight electric machinery companies in Japan Among them, the LIPS 3D camera supports the leading AI company Isaac and has been fully adopted for autonomous mobile robots AMR in the factory of the largest industrial self-propelled vehicle manufacturer in Germany LIPS has also obtained a supplier code of the largest industrial self-propelled vehicle manufacturer in Germany LIPS also provides the best 3D vision solution for the platform of the leading AI company, and can be integrated into the automation platforms of leading AI companies Isaac and Jetson This platform mainly provides total solutions for robotic arms, factory automation, AGV, and self-propelled vehicles LIPSedge supports the SDK of the leading AI company Isaac, and there is currently only a handful of certified 3D cameras Mr Luke Liu introduces the robotic arm The 3D sensor solution provided by LIPS is more accurate than 2D It uses 3D skeleton technology to provide a safe "3D virtual fence" for robotic arms, which were provided to the robot factory of a Japanese multinational tech company that makes precision ceramics It is expected to become the standard equipment of robotic arms around the world The 3D measurement market has unlimited potential, targeting the global logistics and transportation industry After the pandemic, LIPS actively invested in related applications and is currently targeting logistics and industrial automation solutions Besides application in virtual fences, 3D package size measuring machines used in the logistics and transportation industry are developing the fastest and the most mature The product has entered the Japanese market through Japanese partners, and has unlimited potential for application in post offices, logistics stores, and convenience stores LIPS' strategy is to first enter the Japanese market and then expand to the global market after establishing successful application cases Benson Lee pointed out that the technical threshold of 3D measurement algorithms is extremely high Japanese logistics companies deploy it in stores to measure irregular items, such as suitcases, shopping bags, and paper bags Manual measurement was time-consuming and labor-intensive The use of 3D cameras to measure length, width, and height greatly reduces the manpower requirement, and gives store clerks more time to serve customers properly LIPS 3D measuring machines have been certified by Japan's top three logistics solution providers In addition to 3D measuring machines, LIPS is also actively developing other logistics solutions, such as assembly lines and mobile versions Customers include the world's top logistics companies LIPS hopes to provide 3D measuring solutions to post offices, convenience stores, and logistics centers worldwide, and has gained one-third of the market share in logistics automation LIPS was founded in 2013 by Luke Liu, who studied at MIT The company is highly technology-oriented and specializes in 3D sensor and AI technology It uses depth cameras with software algorithms to provide machine vision and AI solutions that meet customer needs, and applies the solutions in various industries

【解決方案】馬達的守護者 皓博科技用AI讀懂機器心臟
【2021 Solutions】 Motor Protectors: How Haobo Technology Employs AI to Understand the 'Hearts' of Machines

Motors are a critical power source for various devices in modern times, and are key components of many automated equipment, acting like the heart of machines Any malfunctions not only shorten the lifespan of the motors themselves but also affect the entire system's operation, potentially causing delays in production due to downtime Through the use of Smart Vibration Diagnostic and Monitoring Solution SVDM Solution, Haobo Technology utilizes AI to comprehend motors, becoming an indispensable tech partner in intelligent manufacturing The essential industrial motors see an almost 4 annual compound growth rate According to statistics, the market size for industrial motors was 329 billion in 2017, with an expected compound annual growth rate of 363 from 2019 to 2025 Motors have a wide variety of uses, nearly essential in all equipment operations, and represent a technology that is well-developed, with numerous suppliers and a long product lifecycle Haobo Technology, established in 2015, started by solving motor noise issues In recent years, due to the rapidly evolving AI technology, Haobo Technology has continuously innovated and researched, integrating vibration frequency with sound-based audio processing technologies and AI algorithms for noise reduction, along with their self-developed wideband low-noise vibration sensors They introduced a new generation of industry-leading 'Smart Vibration Diagnostic and Monitoring Solution' SVDM Solution, overcoming previous challenges in detecting main vibration frequencies and predicting vibration models in complex environments, making it an essential solution for accelerating industrial intelligence Haobo Technology's 'Smart Vibration Diagnostic and Monitoring Solution' has been successfully applied in PCB drilling machines, semiconductor equipment, machine tools, and medical equipment Haobo Technology's CEO Lu Hongyi states that the Smart Vibration Diagnostic and Monitoring Solution is distinguished not only by its noise reduction capability but also by the AI model's ability to instantly recognize abnormal frequencies in motor vibrations Since general motor sensors are too large to be mounted on the motors, Haobo Technology has customized thin sensors to be installed on the spindle motors, allowing AI models to be computed in real-time on edge devices, significantly reducing the cost of computational resources, with an overall potential reduction in costs by one-fourth Simultaneously, advancements in vibration detection for motor operations have exceeded past technological limits, thus allowing for the immediate detection of the minutest changes and providing early malfunction warnings, helping to extend the lifespan of the motors Haobo Technology has established a vibration data AI analysis platform that constantly monitors the health of motors Haobo Technology's self-developed AI engine is capable of training database modules from collected operational vibration data of motors and establishing a proprietary database for that equipment, which provides real-time comparisons during operation, monitoring if the production equipment is functioning normally Upon detecting any abnormalities, the system instantly issues a warning alert, enabling on-site managers to address the issue immediately to prevent large quantities of finished or semi-finished products from defects Haobo Technology's vibration data AI analysis platform can detect the most subtle vibrations in motors, thus precisely predicting their health status Lu Hongyi mentions that the company independently develops its sensors, hardware, firmware, and AI data analysis platforms, which allows for the detection of the faintest vibrations in motors, thereby accurately predicting their health status This optimization of product quality and preemptive monitoring of production equipment health aims to enhance productivity Haobo's 'Smart Vibration Diagnostic and Monitoring Solution' SVDM Solution has successfully been applied in PCB drilling machines, semiconductor equipment, machine tools, and medical devices, with future plans to actively promote across various industries and enter the international market, hoping to become a pioneer in smart vibration diagnostics Haobo Technology CEO Lu Hongyi「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】雲守護安控Beseye 獨特人體骨幹辨識技術有效杜絕工安意外
【2021 Solutions】 Cloud Guardian Security Control Beseye’s unique human body recognition technology effectively prevents industrial safety accidents

According to statistics, there are more than 750 million security cameras in the world, with an annual growth rate of 10-15, showing that modern people have increasingly urgent needs for security However, due to the huge amount of accumulated image data and issues related to personal privacy, even though 90 of public areas, factories, banks, etc have security cameras installed, less than 1 of the images have been analyzed and applied In order to solve personal privacy issues and enhance the multiple applications of image analysis, cloud guardian security control Beseye has developed human backbone feature analysis technology, which can effectively solve security issues Human backbone feature analysis technology improves analysis accuracy by about 30 Beseye, a cloud protection and security company, was founded in 2013 Its founding team comes from MediaTek and HTC, and has exclusively developed high-precision long-distance human skeleton feature analysis technology Skeleton-Print Technology , captures 4,000 feature points on the human body to analyze people's behavior in different fields Even at a detection distance of 30 to 50 meters, it can accurately capture the detector's hands, torso, feet or Characteristic points such as walking posture Tu Zhenghan, founder and CEO of Beseye, a cloud protection security control company, said that Beseye’s technical advantages and features include long recognition distance, small face angle restrictions, high low-light tolerance, and no need to analyze faces during the analysis process department information to ensure that people’s privacy is not violated and there is no need to worry about information security issues Cloud guardian security control Beseye monitors dangerous areas in the factory At the same time, the technology has a high degree of real-time analysis capabilities, with an average identification speed 375 times faster than traditional analysis, and analysis accuracy increased by approximately 30 Application fields include retail shopping malls, analyzing consumer behavior public transportation systems, detecting whether people break into dangerous areas factories, worker procedure detection, prohibited area detection hospitals, fall detection, rehabilitation posture analysis banks , intruder detection and other analysis Tu Zhenghan said that Taiwan has the third highest density of security cameras in the world, second only to China and the United States The cameras collect a large amount of image data every day, and cloud protection security Beseye locks factories, smart retail and transportation public areas, etc Among the three major application areas, the Taiwan and Japanese markets are the main ones, with Taiwan accounting for 60 and the Japanese market accounting for 2-30 In the next 2-3 years, it will continue to expand to Singapore, Hong Kong, Europe, the United States and other markets The application of cloud guard security control Beseye on the factory production line Operation model of artificial intelligence analysis platform, security and customer group analysis Among them, in terms of factory operations, Tu Zhenghan analyzed that manufacturing factories are most concerned about three major issues 1 How to manage the supply chain to ensure safe supply of raw materials 2 How to implement production management on the production line 3 How to smoothly transport the finished product to the client after the production line produces it The core technology of cloud guardian security control Beseye focuses on how to help the management of the production line become smoother The management efficiency, quality and personnel safety of the production line are all related to production capacity and revenue, and are the economic lifeblood of the manufacturing plant Inspection measures must be implemented between each work station If inspections are missed, it will cause losses on the production line If an industrial safety accident unfortunately occurs, the compensation and reputational damage that may be faced are often unbearable by major international companies The operation mode of cloud guard security control Beseye's artificial intelligence analysis platform is not only biased towards safety analysis, such as whether factory employees have special postures and movements that may cause work safety accidents, but the other part is biased towards customer group analysis That is, crowd flow analysis and consumption trends in the retail industry Huang Yuxin, marketing director of cloud guard security control Beseye, said that in terms of smart retail, large shopping malls, department stores, clothing brands, etc will be introduced She pointed out that retailers can only know the number and quantity of checkouts through the POS checkout system every day, but cannot see the appearance of their consumer groups Retailers want to know more about the number of consumers who come to the store every day, how long they stay, the path they move through the store, and what products they touch in the store Through the analysis of consumer actions and behaviors, the consumer purchasing journey can be outlined and corresponding marketing strategies can be adopted Cloud guardian security controls Beseye’s monitoring of picking up items from smart retail shelves The application of cloud guardian security control Beseye in smart retail customer information collection For example, for products of different brands, although the daily sales are the same, through image analysis, it can be understood that 300 people picked up brand A, but only 100 people bought it Compared with 100 people picking up brand B, there are With 100 people buying, you can grasp consumer decisions and adjust your marketing and pricing strategies In addition to real-time analysis of images, the Beseye Artificial Intelligence Platform of Cloud Guard Security Control will collect advertising results for final data feedback For example, when digital electronic billboard advertisements are broadcast, the age and gender of consumers who watch them, the effectiveness of advertising, etc will be recorded on the platform It will automatically learn to understand whether the original target of the advertisement matches the actual interested target, and automatically correct the advertisement to be delivered to the correct audience to achieve the purpose of precise marketing Beseye's current partners include Japan's Tokyu Electric Railway, Japan's JFE Steel, Taiwan's Chunghwa Telecom, Taiwan's Far EasTone Telecommunications, Advantech and other large domestic and foreign companies In the future, it will develop towards long-term care, banking and other industrial fields Huang Yuxin, marketing business director of Beseye, a cloud guardian security control 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】技術的實踐家 昕力資訊致力將AI快速落地應用
【2021 Solutions】 Xinli Information, a practitioner of technology, is committed to quickly implementing AI.

"Hi I am Afa It is my birthday this month This year I will give you a birthday gift" This is Cathay World Bank's smart customer service Afa, which has been implemented in the five major subsidiaries of Cathay Financial Holdings, except In addition to a customer satisfaction rate of 94, it has also brought a new group of young customers to Cathay Financial Holdings This intelligent robot was jointly developed by Xinli Information Through AI supervised training and a purely locally developed dual-brain one process, SysTalk The ai service robot can achieve more powerful language understanding than Google Bert Xinli Information has created the local SysTalkai brand and exported it internationally It hopes that the proportion of overseas revenue will increase from 15 to 50 in the next five years Technology-oriented Xinli Information strengthens the strength of the local AI team Xinli Information, founded in 2005, is a "technology"-oriented information software service provider that focuses on the research and development of digital financial technology The highest proportion of customer groups is in the financial industry, accounting for 65, and the remaining 35 includes Government agencies, high-tech industries, transportation, such as Beijing Municipal Government, Ubike, etc Xinli Information continues to develop its own technology "Five years ago, bank customers needed customer service intelligent robots After Xinli introduced intelligent robots from the United States, they almost dismantled and reorganized them and re-created independently developed customer service robots" Xinli Information Information general manager Yao Shengfu went on to say that the bank's requirements are very high, and Xinli engineers worked day and night to launch SysTalkChat - an intelligent customer service robot solution that uses next-generation NLU technology for semantic analysis and Chatflow conversation process engine to provide the most flexibility chat function At this stage, it has been introduced by Cathay Pacific Group into its five major subsidiaries including banking, life insurance, property and casualty insurance, investment credit and securities The intelligent customer service "Afa" provides one-stop service and creates a new working model of human-machine collaboration Xinli Information outlines the AI solution blueprint for the digital workforce After having successful experience, Yao Shengfu said that as global investment in AI RD technology teams doubled, Xinli became a The only AI conversational robot on the market equipped with dual NLU algorithms, accelerating the goal of Taiwan's local model to be on par with international standards Currently, Xinli Information has 550 employees, including 60 people in the AI team, accounting for one-tenth of the total Combining the global open source community, Xinli Information uses SysTalkai developed by Taiwan's local team to create "eyes machine vision and facial recognition, ears speech recognition, mouth speech synthesis, TPS, brain natural language Understand NLU" 4 major AI models, and through SysTalkRPA - RPA automated process robots, we hope to create Taiwan's AI digital workforce and provide end-to-end solutions At the same time, for small and medium-sized enterprises with limited resources, Xinli also provides cloud solutions Lower the threshold for digital transformation and prepare for the industry to quickly move towards digital transformation after the epidemic Xinli Information dual-brain analysis conversational service uses a number of AI technology applications There are so many new AI innovations in Taiwan What are the characteristics of Xinli’s AI solutions Yao Shengfu said that considering AI as a product line, even if the technical depth is sufficient, it will be difficult to achieve if the integration and implementation capabilities are insufficient Most of the customers Xinli serves are large enterprises Customers require technology manufacturers to be able to implement technology customization and help customers highlight their value In addition, Xinli has always attached great importance to the quality of follow-up services, which is the key to Xinli Information's success However, even though it emphasizes the "technology-based" service spirit, Xinli Information also cooperates with FinTech companies to implement technologies and ideas in actual customer application scenarios, so that Taiwan's FinTech energy can exert a synergistic effect, such as Xinli cooperates with the StockTime cloud innovative service platform to jointly provide more convenient and secure SaaS stock management services, and plans to provide more financial applications on the platform through blockchain technology Hard skills soft power to cultivate a key talent pool for digital transformation "Digital talents" are an important asset in the software industry In addition, financial holding groups have established digital finance-related departments, and the war for talents is constantly going on In order to cultivate local professional talents, Xinli Information has formulated a six-month "IT "Xinxiu Elite Training Plan" provides educational training on technical skills in the first three months in the second three months, personnel are assigned to various departments to actually participate in projects Through the instructor's step-by-step guidance, the trainees can quickly implement AI In the project plan, hundreds of professional talents have been trained so far After cultivating "hard skills in the first three months and soft skills in the next three months", Yao Shengfu believes that he is not enough to serve as a consultant for industrial digital transformation It will take another three years or so to be able to serve customers Make recommendations for transformation However, the members of the Xinli Information AI department are quite diverse, including journalists and linguistics related people We hope to provide suggestions on transformation solutions for various industries through participants in different fields Talent is an important asset Xinli Information uses hard skills soft power to cultivate a key talent pool for digital transformation The picture middle is Lin Xiuming, deputy general manager of Xinli Information AI Product Business Division Xinli Information wants algorithms to go out of the laboratory and no longer just be words on research reports Therefore, we actively promote it to enterprises and hope to create algorithm applications in different industries and scenarios, so that the algorithm can take root in enterprises and become a real AI helper In addition, Xinli is also based on Taiwan's successful experience and promotes it to other overseas markets, including Vietnam, Singapore, Seattle, USA, etc, so that vertical enterprise AI services can be implemented and provided to more countries and enterprises Yao Shengfu pointed out that it is really necessary for the government to gather all the outstanding software service forces in Taiwan to develop Taiwan's software ecosystem In the next five years, the proportion of overseas revenue will increase to 50, moving towards an international company With the expansion of operation scale, the company has more than 100 large and small projects in progress at the same time, and the challenges of project quality and cost control are getting bigger and bigger Through the self-built enterprise resource management system, Yao Shengfu can now understand the costprogress status of each project in real time through the dashboard lights, and can also control quality and understand customer satisfaction through the audit system In terms of human resources management, we also hope to analyze the basic skills of each employee in the future, and establish an AI model talent database through the trajectory of serving customers, so that suitable employees can be matched to different customers Further enhance customer service satisfaction Since 2017, Xinli Information has successively established overseas bases in Singapore and Ho Chi Minh City, Vietnam The Vietnamese market has achieved outstanding results in 2021 In addition to continuing to cultivate the Southeast Asian market, which has a promising future, it has also simultaneously attempted to enter the European and American market channels , keep pace with international manufacturers Xinli Information hopes to use Taiwan's talents and software services to serve more customers in Southeast Asia and around the world In the next five years, the proportion of revenue from overseas markets will increase from 15 to 50, becoming an international company Yao Shengfu, general manager of Xinli Information 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】跟駭客賽跑 漢昕科技將運用AI精進資安防護服務
【2021 Solutions】 Racing against hackers, Hanxin Technology will use AI to improve information security protection services

The novel coronavirus pneumonia COVID-19 is raging, causing government agencies, public and private enterprises to adopt remote work or online video conferencing, but it has created loopholes for hackers to invade Domestic information security preparation expert Hanxin Technology General Manager Chen Jianliang said, "As high as the road is, so high is the devil" Information security protection is equivalent to "racing with hackers" Hanxin Technology will develop the use of AI technology to collect hacker behavior patterns to quickly grasp hacker trends , to ensure the organization’s information security Affected by the spread of the epidemic, hackers have launched large-scale attacks reaching the national security level Global network security vendor Fortinet released the "FortiGuard Labs Global Threat Pattern Report" in August 2020, which provides an overview of global network attacks in the first half of 2020 It pointed out that the number of virus activities detected globally is higher than in the past An increase of 131 Affected by the spread of the epidemic worldwide, remote working and working from home have become new ways for companies to maintain operations This has also resulted in a large number of hacker attack vulnerabilities Under large-scale hacker attacks, the impact has even reached the national level In addition, according to technology research company Cybersecurity Ventures, cybercrime may cause losses of up to US6 trillion approximately NT170 trillion by 2021, exceeding Japan's GDP Recently, there have been frequent reports of government agencies or enterprises being attacked by cyber hackers Hanxin Technology, which has been established for 17 years, also believes that with the popularity of emerging technologies such as 5G, IoT, and AI, in addition to traditional personal computers PCs, notebooks In addition to computers, terminal devices such as mobile phones, tablets, and IoT may all become targets for hackers to attack and steal sensitive data The importance of information security is self-evident "The overall operational information system of an enterprise has three lines of defense in terms of information security, namely personnel, processes and tools" Chen Jianliang went on to analyze that the first line is personnel, whether each enterprise employee has defense concepts and professional skills, such as , social engineering is to detect whether employees have strong security awareness If employees use terminal devices to receive malicious emails and open them without alertness, leading to hackers or being infected by Trojan viruses, they will become a springboard for hackers, directly Hack and compromise centralized processing servers The second step is the process Although each company has formulated a standard operating procedure SOP, do the personnel conduct relevant tests according to the process, and whether they confirm that there is no danger after the test is completed The third level is tools, that is, technology Enterprises must test terminal tools, including terminal equipment, personal computers, mobile devices, and even Windows operating systems They must perform fixed testing operations Hanxin Technology’s four major professional services provide enterprises with tailor-made, all-round information security protection services Hanxin’s information security services are divided into four parts, including information security management consulting, information security audit and testing, solid personnel training courses and joint information security defense equipment Chen Jianliang said that Hanxin’s four major services include personnel, With three major aspects including processes and tools, we hope to provide enterprises with customized and comprehensive information security protection services The AI era is coming, and information security issues are becoming increasingly complex and important With the advent of the AI era, various data collection pipelines and devices are becoming more and more complex The collection, storage and application of data, and even the innovation of business models, are all involved in the lifeblood of company operations, and the requirements for information security are even more important However, hackers’ intrusion methods are also changing with each passing day Even Zero Day in the hacker circle the first time when information security weaknesses are discovered spreads rapidly with sharing on hacker-related forums Malicious program intrusions are difficult to prevent and pose a serious threat to the financial losses and goodwill of the enterprise In order to provide customers with tighter protection, Hanxin Technology uses AI technology For example, endpoint defense equipment has used AI to help collect data, and AI algorithms have been used to determine hacker behavior patterns and malicious programs, which will help To speed up the race against hackers Hanxin Technology’s information security testing services include vulnerability scanning services, penetration testing services, Web Server security testing services and email alertness testing, etc, which have been listed on the Software Procurement Government Joint Supply Contract Platform of the Industrial Bureau of the Ministry of Economic Affairs The largest Customers are government agencies, accounting for nearly 50, followed by the banking industry and high-tech industries Because Hanxin provides a full range of management consulting, technical auditing, education and training, etc When executing information security project tasks, we attach great importance to our commitment to customers and gain customer recognition, with a renewal rate of nearly 100 Integrating four major services, Hanxin will launch an integrated solution integrating AI technology Chen Jianliang said that due to the introduction of audit marks and systems, countries are paying more and more attention to information security For example, the European Union has issued the world’s most stringent General Data Protection Regulation GDPR, and Taiwan has also developed The proposed "Information Security Management Act" and the fact that Apple requires its supply chain to comply with relevant regulations will have a positive impact on the healthy development of Taiwan's information security industry Since starting his business 17 years ago, Chen Jianliang also lamented that, like the software service industry, the information security industry also has "people" as its most important asset However, the government's annual information budget is tightened, and the price per personday of the bid is decreasing year by year For the provision of For information security companies that value professional services, this creates a relatively unfavorable factor in operations Looking forward to the future, Chen Jianliang will actively integrate the four major internal departments and carry out cross-departmental organizational adjustments At the same time, the information security solutions proposed after the integration will be incorporated into AI technology to be more effective, accurate, fast and professional satisfy customer's request In terms of innovative business models, it adopts a subscription service sales model, allowing customers to purchase not only a single security product, but the entire solution Tailor-made comprehensive information security services such as self-diagnosis, problem analysis, introduction of tools, and education and training for customers to achieve the goal of "single window, full service" Chen Jianliang, General Manager of Hanxin Technology「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】加入行銷科技生態圈 漸強實驗室用 LINE 解決你的行銷問題
【2021 Solutions】 Join the Marketing Technology Ecosystem - Janchiang Lab Solves Your Marketing Issues with LINE

In the digital age, there are myriad advertising channels physical and digital ads, plus platforms like Facebook and Instagram, all competing for consumer attention Recently, the emerging LINE Official Account OA, backed by a substantial LINE ecosystem of technology partners, has gained prominence Janchiang Lab, a Silver Partner of LINE, harnesses AI to assist notable clients like RT-Mart, FamilyMart, and IKEA among 300 brands, helping them grow and solve their marketing issues Janchiang helps brand owners gain a deeper understanding of their customers, demonstrating significant benefits through Online Merge Offline OMO strategies With up to 21 million users, LINE has become one of the most dominant marketing channels in Taiwan Janchiang Lab, specializing in LINE data marketing since its establishment in 2017, foresaw the trend of app ecosystems when LINE announced it would open its API Hsueh Chin, Co-founder and CEO, joined the lineup of LINE technology partners, anticipating future trends Janchiang Lab established a LINE data ecosystem "Brands can consider Janchiang Lab's services as a Customer Relationship Management CRM system to better understand consumers," Hsueh Chin stated Janchiang provides three primary services to brand owners 1 Member Dynamics Insights Through Janchiang's MAAC backend system Messaging Analytics amp Automation Cloud, brand owners can quickly gain insights into each member's gender, browsing history, and purchasing behaviors Also, as each member accesses their LINE account at different times, the system sends advertising messages at the optimal time based on this activity 2 Proactive Product Recommendations The system detects when a customer purchases product A and proactively recommends product A or similar yet distinct products to enhance purchasing intent 3 Automated Consumer Journey After a customer purchases products in-store and joins the LINE official account, the system can set up to automatically send promotions after a certain period, to increase purchasing intent Janchiang Lab also strengthens the interaction between online and offline, utilizing beacon technology in retail storefronts They installed beacons at a furniture brand showroom, and whenever a beacon captured a consumer's phone Bluetooth signal, the backend system of Janchiang Lab proactively sent related advertisement broadcasts This project, from April to October 2020, significantly increased the brand's official account by nearly five thousand members, doubling its effectiveness Despite LINE's tens of millions of users, and logging into their LINE account being the first thing they do every morning, a primary concern for operators of LINE official accounts is the surge in messaging fees Hence, 'precision marketing' has become the most crucial principle for dispatching messages Janchiang Lab aids brands in understanding user profiles and thus tailoring messages to appropriate recipients, making LINE a foundational tool for CRM Users also do not need to download other apps, as they can perform their daily needs via the existing messaging channel, clearly displaying the power of LINE for marketing The pandemic accelerated the pace of digital transformation for companies Janchiang will increase customer service through multiple channels Annually, Janchiang Lab sends over two billion LINE messages, helping over 300 brand clients actively use data through data tracking and marketing automation technologies within LINE official accounts The pandemic has also sped up digital transformation steps for various industries including e-commerce, retail, media, and finance, with clients like ASO, IKEA, and Bookscom Janchiang Lab milestones However, during the advancement process, Janchiang Lab also heard the voices of digital transformation vendors who, facing many digital marketing channels, hope to not only invest in LINE but also diversify into other advertising platforms, like SMS, thereby helping brands enhance their overall reach After accumulating rich marketing data experience in Taiwan, Janchiang Lab also set sights on overseas markets like Thailand and Japan Given Thailand's local population of over 40 million LINE users, in September 2021, Janchiang Lab co-hosted its first online seminar with the local advertising agency Adme, leveraging its successful case studies with over 300 brands in Taiwan in industries such as e-commerce, retail, and media, aiming to offer a fresh digital transformation agenda to Thai brand owners AI social commerce sales software service iKala Shoplus also signed with Janchiang Lab, becoming its first major client as Janchiang Lab entered the Thai market Both firms will combine their strengths in the MarTech field to seize big data opportunities Dialogue-focused commerce AI startups GoSky and Janchiang Lab, in collaboration with iKala’s KOL Radar, have pooled their data to launch a social commerce traffic solution entering the social commerce battlefield Janchiang Lab is also partnering with CDP brand Treasure Data to make inroads into the Southeast Asian market Hsueh Chin acutely realizes that the future of the MarTech market will embody an ecosystem concept, involving strategic alliances between technologies to develop integrated services needed by clients For instance, if brand operators need LINE push notifications combined with e-commerce platform services, Janchiang initially collaborates with e-commerce platform vendors to integrate both databases, thereby sending e-commerce order information to specific LINE users to boost 'precision marketing' rates Likewise, if owners wish to conduct surveys among LINE members, they might first negotiate with online survey vendors to propose solutions, all part of future efforts In the short term, expanding cooperation with technology partners to jointly serve customers in the long term, Janchiang will gradually develop a complete product line to become the best marketing partner for brands Janchiang Lab Co-founder and CEO Hsueh Chin「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

 【解決方案】一站式智能行銷平台 領客智能行銷助中小企業突圍市場
【2021 Solutions】 One-stop intelligent marketing platform Lingke Intelligent Marketing helps small and medium-sized enterprises break through the market

As the algorithm continues to be updated, it is becoming more and more difficult to redirect traffic to the brand's official website through Facebook In addition, Google announced that third-party cookies will be retired by 2022 at the latest, making it more difficult to track advertising audience data, resulting in digital marketing costs Higher and higher The "AI intelligent marketing system" launched by Linker Intelligent Marketing will become the best helper for traditional enterprises to enter digital transformation, allowing business owners to "spend their advertising budget wisely" and assist small and medium-sized enterprises trapped by the epidemic Go overseas" and market in the global market Lingke Intelligent Marketing is led by Chairman Chen Zhenhao, who is good at data marketing Because of his enthusiasm, he combines technology marketing strategies, market strategies, and business applications to attract people from big data, software research and development, advertising, branding, and cross-border marketing The core team established by elites in the fields of international trade, design and other fields focuses on the technology research and development and market application of MarTech marketing technology Use AI intelligent technology combined with domain knowledge to create a one-stop intelligent marketing platform In fact, Chen Zhenhao has integrated his digital marketing businesses, including inbound digital marketing, leading intelligent marketing, digital public relations, growth performance strategy consulting, Ranking SEO, and Siyan Technology, to establish Digit Spark Zhenhao Internet Media Business Group There are as many as 800 customers, covering more than 16 industries The core team of Lingke Intelligent Marketing comes from elites in big data, software research and development, advertising, branding, cross-border trade, design and other fields Lingke Intelligent Marketing has developed a one-stop intelligent marketing platform with zero learning cost by combining its exclusively developed AI intelligent technology with its professional advertising know-how that has served the industry for many years Even business owners without any background in advertising can easily get started and intelligently eliminate any information that may cause misjudgment, allowing owners to make accurate decisions and navigate the world of digital advertising and marketing, and obtain the best results through MarTech tools Optimized digital advertising performance According to the MarTech Advisor survey, up to 84 of marketers believe that re-establishing MarTech tools is an important key for owners to gain an advantage in the market Therefore, Linker Intelligence provides a one-stop AI intelligent marketing system, which includes Three MarTech tools 1 AI Master advertising monitoring and optimization tool Enterprises use AI Master's fully intelligent mode to monitor and optimize advertising effectiveness 24 hours a day Through the intelligent warning function, high-cost and low-efficiency advertising activities can be immediately closed to stop the bleeding of owners immediately And through automatic audience segmentation and derived audience recommendation, we can identify potential customer groups, allowing companies to easily achieve high-performance advertising and gain performance 2 The AI Insights advertising reporting tool cross-platform integrates Taiwan's two major advertising platforms Google and Facebook advertising backends, providing owners with a dashboard that has both depth and breadth The data is updated every hour, allowing business owners to quickly grasp the latest advertising results and be able to rely on them Generate customized reports according to user needs with one click Use AI intelligent insight technology to provide multi-faceted data analysis and advertising rankings, and help owners interpret and identify the value information hidden in advertising data 3 SOV voice volume analysis tool digitizes voice volume, uses intelligent text exploration and semantic analysis to turn voices into valuable key data, grasps big market trends, and finds hot topics among competitors and industries Analyze which issues can trigger consumer responses and open up a path for companies to optimize the quality of decision-making Lingke Intelligence provides a one-stop AI intelligent marketing system This system includes three MarTech tools including AI Master advertising monitoring and optimization tools AI assists marketing, increasing advertising effectiveness by 2 times Lin Yangbin, CEO of Linker Intelligent Marketing, said that Linker Intelligence used a one-stop AI intelligent marketing system to successfully assist a business English learning platform to increase advertising effectiveness by 200 under the same advertising budget and reduce customer costs by 50 The cost of list collection has been reduced, and the monthly revenue has doubled compared with before In addition, during the epidemic, LinkIntelligence also cooperated with the Foreign Trade Association to assist Taiwan's traditional industries in switching from offline to online sales For example, it assisted sock manufacturers, machine tools, and plastic supplies manufacturers to successfully acquire customers online , whether it is assisting in updating websites or setting up web pages, they have helped retailers who originally only sold offline find a way to obtain orders stably online Although the epidemic has caused operational risks for the tourism industry, hotels, restaurants, etc, Linker Intelligent Marketing's annual performance is still showing 15-2 times growth, that is, the use of AI technology to create new revenue for advertising agencies and advertisers It has achieved remarkable results in reducing labor expenses, saving advertising budgets and increasing new revenue How to accelerate the digital transformation of business owners’ “thinking and decision-making aspects” is the biggest challenge faced by Linker Intelligence in promoting AI intelligent marketing In the five years since he started his business, Chen Zhenhao has seen the troubles and urgent needs of enterprises in digital advertising and marketing How to accelerate the digital transformation of business owners' "thinking and decision-making aspects" is what Linker Intelligence has encountered in promoting AI intelligent marketing The biggest challenge Enterprise digital transformation is divided into two levels "operational process" and "thinking and decision-making" The introduction of MarTech tools is mainly to assist the "operational process aspect", allowing enterprises to improve operational processes through digital tools and use big data to accurately manage and analyze Open up new markets, increase profits and reduce costs Digital transformation is not just about the introduction of digital tools, it should be paired with organizational culture transformation However, to make full use of MarTech tools, you need to have a "thinking and decision-making" understanding of digital transformation In the process of helping to promote corporate marketing and advertising, Linker Intelligence found that some small, medium and micro enterprises have a weak imagination for digital transformation The cognitive aspect of digital marketing is relatively simple The focus is often on using digital tools to solve urgent needs, but it is ignored that behind digital transformation, it is necessary to coordinate the transformation of corporate employees and organizational culture in order to maximize benefits Lin Yang-bin, who has experience in multinational companies and overseas markets, knows very well that Taiwan's products and services are internationally competitive, but "everything is ready, all it needs is the east wind" Small and medium-sized enterprises lack the tools to fight the international war To become the best marketing partner for small and medium-sized enterprises, we will integrate all the resources of the group and develop cross-border products, and launch a variety of intelligent tools required for cross-border marketing, including cross-border customs data systems, AI intelligent marketing systems, digital public relations SOV volume insights, SEO intelligent insights and AI intelligent SEO article writing allow local companies that want to undergo digital transformation to use appropriate MarTech tools to easily go overseas and enhance the international competitiveness of Taiwan's industries "Lingke Intelligence's vision is to become a cross-border intelligent marketing service provider for brands" This has been Chen Zhenhao's original intention since he started his business In the future, he will remain true to his original intention Chen Zhenhao, Chairman of Lingke Intelligent Marketing Company 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】對話機器人成為智慧醫療小幫手 有效降低7成人力
【2021 Solutions】 Conversational robots become smart medical helpers, effectively reducing the labor force of 70 people

"I've been eating, drinking, and urinating a lot recently I'm worried about whether I have diabetes" "You can go to the hospital to measure blood sugar If fasting blood sugar is higher than 100 mgdL, and postprandial blood sugar is higher than 140 mgdL, glycated hemoglobin 5764, you may have signs of pre-diabetes” The person talking to the patient may not be a real person, but an intelligent conversation robot This is a smart medical robot developed by Asia Pacific Intelligent Machine Company, which specializes in Natural Language Understanding NLU technology Through multiple rounds of dialogue, it can reduce about 70 of the manpower in medical clinics Founded in 2017, Asia Pacific Intelligent Machine Company, founder and CEO Jerry Wu is a well-known expert in the field of AI and one of the few Google Developers Experts in Asia In the early days of its establishment, it used the interactive conversational robot Open Talk platform to enter smart manufacturing, insurance, media and other industrial fields AI applications grow from broad to refined, Asia-Pacific intelligent machines target the health care field to deeply explore the market "AI technology is a very professional field To achieve in-depth development, a huge amount of manpower and resources must be expended" From the beginning of its establishment, it has explored industrial-wide AI applications After four years of exploration, Jerry understands that With limited manpower and resources, it is necessary to focus and deepen in one vertical field in order to create more revenue sources Therefore, in the past two years, Asia-Pacific Intelligent Machines has decided to focus on the fields of smart health and smart care by using the health and medical corpus accumulated on the Open Talk platform Based on Open Talk, it has developed more accurate auxiliary robots required by medical hospitals as goal AMPIC Healthcare’s Key Advantages Asia-Pacific Intelligent Machinery started cooperation with Formosa Biomedical Engineering, and currently has accumulated more than 40 medical institutions, covering biotech medicine, medical cosmetology, rehabilitation, etc Affected by the novel coronavirus pneumonia COVID-19 epidemic, during the level three alert period, people stayed at home and did not even dare to go to the hospital for medical treatment even if they were sick At this time, Asia Pacific Smart Machine's video medical solution is dispatched It is used in non-contact cloud-based physiological measurements to provide doctors with a reference for long-term care and observation, helping to solve the problem of medical institutions using telemedicine for patient care The specific method is that after seeing the doctor, if the patient has questions about related medications, prescriptions, etc, he or she can directly contact the voice robot through the social communication line Patients with chronic diseases do not need to upload blood pressure, blood oxygen, heartbeat and other data They only need to upload an 8-second video of their own face close-up, and the calculation time is 30 seconds to analyze the patient's pulse index, heartbeat, muscle fatigue and other values , if any abnormality is discovered, the patient can also seek medical treatment immediately Using labeling algorithm to mix physiological measurements seeing and conversational technology listening, it can improve intention understanding by 80 Why can physiological data be measured through close-up videos of faces Jerry further explained that it mainly relies on the AI algorithm label judgment in the background of the system, which means observing the flow of blood vessels based on the reflected light on the face in the video, performing identification actions, and judging the values of heartbeat and blood pressure The recognition rate is It can reach 80-90, which is equivalent to the data measured by the blood pressure machine The difference is that uploading data through a blood pressure machine requires purchasing a blood pressure machine and a self-measurement uploading platform Generally, patients with chronic diseases are mostly middle-aged and elderly people who often forget to measure their blood pressure, which affects the continuous collection of physiological data The action of video shooting and uploading can improve patient cooperation in hospitals and also help clinics continue to track the conditions of chronic patients Because with physiological measurement data, combined with dialogue technology, we can understand the customer's care needs and intentions, reaching 90 For example, if the customer has high blood pressure, abnormal lactic acid value, there may be some possible physical problems, if we match the customer For the content of robot interaction, OpenTalk can parse the two data sources to analyze the customer's intention and further feed it back to the doctor or caregiver, who will decide which care actions to take For example in the field of medical beauty, medical beauty clinics care about what kind of beauty care customers want to do Through robot dialogue and interactive behavior on the device, Asia Pacific Intelligence performs labeling actions, including extracting things of concern in the dialogue , show the intention, such as wanting to do hyaluronic acid, small needle beauty, etc, collect voice and audio and video data, and integrate it into personalized tags, you can recommend skin care treatments, business shopping guides, or list tracking cases, etc, becoming a medical beauty The best assistant for the clinic to understand its clients The care platform recruits an AI technology team and will target the Japanese and Thai markets for international export in the future The AI technology of Asia-Pacific Intelligent Machines starts from natural language understanding and performs labeling actions from conversations In addition to natural language processing, it also focuses on machine vision technology Through images, including the recognition of customer age, gender, and facial emotions, it also masters visual tags and dialogue tags to deeply understand customer needs AMPIC Healthcare’s system service architecture Due to the huge number of disciplines in the medical field, Asia-Pacific smart machines have initially targeted the medical beauty and long-term care markets, and have adopted the concept of a care platform to recruit other AI technology teams At this stage, it has included the detection of dementia and sarcopenia It is expected to be included in the future, including blood sugar detection, gastroenterology, ophthalmology, etc, to explore potential markets and find powerful AI technology partners to jointly develop AI detection technology to make the health and medical services covered by the care platform more complete The Open Talk platform supports multiple languages including Chinese, Taiwanese, English, Japanese and Thai, and has more than 130 automatic question and answer skills, which can automatically grasp customer emotions and customer needs In the future, in addition to plans to introduce more than 100 automatic QA skills to medical institutions in 2022, In addition to the 200 companies, it will also target the Japanese and Thai markets, enter overseas markets, and export service solutions internationally Asia Pacific Intelligent Machine Company CEO Wu Bohan third from left in the picture and his team took a group photo after being interviewed by TVBS TV station「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】防堵傳統市場或遊樂園區成為疫情破口 台灣資料科學「訊號雲」天線建奇功
【2021 Solutions】 To prevent the blockage of traditional markets or amusement parks from becoming a breach of the epidemic, Taiwan’s Data Science “Signal Cloud” antenna has made a remarkable contribution

The COVID-19 epidemic is raging, and local governments are actively preventing the spread of the epidemic The Yunlin County Government uses the "People Flow Analysis Antenna" in the "Signal Cloud" to detect device signals, and uses AI algorithm models to estimate Actual flow of people to prevent blocking traditional markets and busy business districts from becoming a breach of the epidemic the Taipei City Government has deployed antennas in Songshan Cultural and Creative Park, Municipal Zoo, Municipal Art Museum, Maokong Cable Car and Taipei Underground Street, and cooperated with Taipei Smart City The project office worked together, and the man behind the establishment of these systems was Taiwan Data Science Corporation Use the "People Flow Analysis Antenna" in "Signal Cloud" to detect market clustering conditions "From the first day the company was founded, I have been thinking about how the technology I learned can contribute to mankind, even a little bit" Dr Zhuo Yingqiang, CEO of Taiwan Data Science Company, gave up the stable national University faculty work, relying on enthusiasm for science and technology and hope for the future innovation era, with the original intention of making the world a better place, and joining the ranks of entrepreneurship This century-old epidemic has changed the daily pattern of the world, and also allowed Zhuo Yingqiang to find the focus and contribution of scientific and technological epidemic prevention People flow information flow analysis antenna to master signal detection big data The "People Flow Information Flow Analysis Antenna" developed by Taiwan Data Science Company was designed with the motivation of smart retail Its equipment principle is to use antennas to detect devices carrying Wi-Fi and Bluetooth signals in the field, such as Mobile phones, tablets, laptops, iWatch, Bluetooth headsets, etc The "People Flow Information Flow Analysis Antenna" can clearly identify data such as people flow, walking lines and habits in the area, analyze the flow of people at each time, and help stores or vending machines grasp people flow statistics, analyze hot areas, and use big data at the same time Coupled with the marketing data reports generated by AI, stores can more accurately control the flow of people, which is of great help in terms of pre-prepared quantities and accurate sales estimates The development areas of Taiwan Data Science Company are locked in smart retail, transportation, security and financial industries, and are developing towards the fields of smart Internet of Things AIoT and information security "Taiwan Information Technology has the patent for signal antennas, but making antennas and collecting data is only one of them Producing valuable data analysis reports is more important This is what buyers care about" Zhuo Yingqiang pointed out that there are major Netcom manufacturers who are optimistic about it Taiwan Information Technology’s technology originally wanted to purchase related patents and invest in this market But in fact, it is not difficult to deploy antennas What is difficult is that after the data is collected, a strong AI team must be behind the cloud to do analysis The major Netcom manufacturer finally proposed a strategic alliance with Taiwan Information Technology The major Netcom manufacturer will produce the hardware device of the signal antenna, which can significantly reduce the cost by about 60 Taiwan Information Technology will be responsible for producing data analysis reports, and the AIoT software and hardware integration of the cooperation between the two parties will be reduced by about 60 The solution is to attack overseas markets together "Signal Cloud" is not only used to calculate people flow, but can also be used in the fields of security and information security "Signal Cloud" is not only used to calculate people flow, but can also span into the fields of security and information security Zhuo Yingqiang pointed out that in the security industry, surveillance systems generally use video cameras If Xiaoxiao avoids the camera, it may not be detected However, if the antenna is deployed in a corner of the house, as long as the signal antenna detects abnormal Wi-Fi or Bluetooth signals, it will immediately send a warning to the security company to take further preventive measures The signal antenna system proactively reports to reduce the risk of bank personal information leakage In the field of information security in the financial industry, cases of bank personal information leakage resulting in deposit theft are common Why do similar cases occur Mainly for fraud groups or unscrupulous elements to use wireless network IDs that are the same as those of banks to provide free Internet services in or near the bank lobby, so that customers can undoubtedly connect to them and conduct online transactions At this time, criminal groups collect customer account numbers, etc Personal data, a major information security incident that caused a large amount of customer information to be leaked In Taiwan Information Technology's solution, as long as a signal antenna is installed in the bank's business hall, if the antenna receives an abnormal account or device, it will proactively notify the bank's monitoring center, immediately take action to block the firewall, and blacklist the signal , we can prevent the occurrence of data leakage Taiwan Information Technology participated in the "President Cup Hackathon Competition" and advanced to the top 20 national finals President Tsai Ing-wen in the picture specially communicated with the team In fact, this signal antenna, which Dr Zhuo calls an "information flow antenna", can not only be placed in financial holding and bank business premises, but can also be deployed in military sites such as camps and national defense units as access control, Information security and security functions After the COVID-19 epidemic, during the level 3 alert period, because she did not want her employees to be involved in the risk of contracting the epidemic, Zhuo Yingqiang could not bear to send her colleagues to carry out construction work even if the hospital had a demand for abortion monitoring However, the sharp drop in revenue also made Zhuo Ying Gun realized that the market cannot be limited to Taiwan, so he actively looked for strategic partners to export the "Signal Cloud Antenna" solution overseas Taiwan Information Technology's overseas development strategy is to follow the footsteps of Taiwan's major Netcom manufacturers After the service is implemented, it will be handed over to SI operators in local countries to perform installation and subsequent after-sales maintenance work As mobile devices become smaller and lighter, Taiwan Information Technology predicts that within three years, the signal antenna will be "chip-based" It can not only be directly embedded in POS machines, but can also be placed in consumer electronic equipment and shipped together These are the future development directions Taiwan Data Science Company has been established for almost four years this year In the past, it has been engaged in the field of data processing, from cashless big data for mobile payments to wireless signal big data for people flow analysis As an AI start-up company, the number of colleagues is slowly approaching the 200-person mark, which is rare in Taiwan's start-up world Taiwan Information Technology's motto is "From SI to AI, from physical to wireless" Taiwan Information Technology's antenna people flow detection technology leads the market for about 12-18 months, but Dr Zhuo believes that we must continue to expand our lead Advantages must be achieved through patent layout and world-class channels As a former university professor, he is leading the company's team to patent "judging different field characteristics through various signals" and using his past expertise in the field of cashless payments to write some cross-field compound patents to "cashless payment" " and "wireless" are integrated together to create thresholds that are more difficult for newcomers to catch up with The Ministry of Economic Affairs assisted Taiwan Information Technology Co, Ltd to shoot a promotional video for the "Signal Cloud Antenna" free of charge, and provided free guidance on entering the Japanese and American markets All colleagues at Taiwan Information Technology Technology Co, Ltd are very grateful for this matter The Taiwan Information Technology Department has recently been obliged to work hard to contribute to the country's scientific and technological epidemic prevention It is currently handling the access control system project of the Ministry of National Defense, the technology monitoring project of the Ministry of Justice, and the relief data processing project of the Ministry of Health and Welfare For Zhuo Yingqiang, these things are able to use business wisdom and technology to make a small contribution to the small imperfections of human life, and this is also his greatest achievement and motivation since starting his business Dr Zhuo Yingqiang of Taiwan Science and Technology Corporation, as the Secretary-General of the Asia Internet of Things Alliance, participated in the press conference of the Asia Silicon Valley Internet Industry Alliance of the National Development Council 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

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