:::

【2021 Solutions】 Yirui Technology, the best helper for Taiwan’s industry to protect the country’s sacred mountains, allows customers to use it whenever they choose.

There is no doubt that AI helps factories become more automated. However, the typical AI project takes up to 3 months. Is there a solution that can quickly deploy AI technology to improve defect accuracy? The answer is: yes.

Customers include AUO, Chimei, TSMC, MediaTek, Macronix and other major electronics manufacturers. Yirui Technology, which can be called the best helper of Taiwan’s “Sacred Mountains that protect the country”, has launched “AI service modularization”. Modularizing various AI technologies, just like an ordering machine, allows customers to select whatever they need, which can help customers quickly deploy AI and achieve the goal of improving the speed and accuracy of AI projects.

Yirui Technology, established in 2004, started out by selling the anti-virus software Bakarski. It is a professional information security and security company. In 2015, it entered the AI ​​field and developed the AI ​​Vision intelligent image recognition system. After 2018, it focused on We have accumulated considerable experience in smart image recognition applications at the factory, including license plate recognition, tank truck recognition, personnel and equipment inspection, smart logistics, smart operating machines, and smart unmanned factories. Our customers include AUO, Chimei, and TSMC. , MediaTek, Macronix, Formosa Plastics, Asia Cement, Far East New Century and other leading companies.

奕Various AI implementation applications in Rui Technology Smart Factory

▲Various AI applications in Yirui Technology Smart Factory

Yirui Technology’s professional technology has won the favor of international manufacturers

"Every case of Yirui is not easy, that is because the experience of cooperation with large manufacturers makes our technology more powerful," Zhou Shihan, deputy general manager of Yirui Technology, said with confidence. As far as Chimei Industrial is concerned, , the accuracy of defect detection is required to be as high as 99.5% or more. Since Yirui Technology established its AI department in 2018, it has successively served dozens of factories. Many customers hope to go online quickly and transfer the AI ​​technology part back to the company so that internal employees can smoothly connect.

In response to this trend, Yirui Technology has launched two services. One is a complete AI product CIC camera accuracy detection system to help customers detect camera abnormalities (including disconnection, black screen, camera shift, occlusion, etc.) (such as abnormal screen conditions), an alarm can be issued as soon as possible. Another launch is the modularization of AI services. The CIC camera availability detection system can assist the factory in monitoring thousands of cameras at a time. In the past, employees in charge of monitor-related matters in the factory would regularly check the camera images manually with the naked eye. This was not only time-consuming, but also often caused by The person in charge wears multiple hats, and the work of checking the monitor is not fully performed. The greatest value of AI is to replace human labor to perform such simple and repetitive tasks. Only one CIC host is needed, placed on the intranet, and the cycle can be set to check the health and proper status of the camera, and reports will be automatically generated for relevant personnel to check, greatly improving work efficiency!

Another concept of service AI service modularization is to turn the AI ​​technology package into software, and the online execution of an AI solution that can be applied on the ground will usually be summarized into several stages:

1. Confirmation of customer needs; 2. Collection of training data; 3. Pre-processing of training data; 4. Data delivery for training; 5. Algorithm writing; 6. User interface writing; 7. Database concatenation; 8. Additional information will be provided later.

Taking these eight stages as an example, except that the algorithm writing engineer needs a long period of training, the rest can be done by the company itself or handed over to Yirui for execution. Simple basic modules include license plate recognition, industrial safety equipment, etc., and are made into standardized modules. As for tank trucks, processes, or the names of chemicals on tank trucks, complete modules can be planned according to customer needs. , the customer purchases the "menu" by themselves. If the client wants to go online on its own, Yirui Technology can complete the online version within a month, speeding up the customer's AI deployment process.

Yirui Technology A.I. VISION smart image analysis system is favored by major international manufacturers

▲Yirui Technology’s A.I.VISION smart image analysis system is favored by major international manufacturers

Yirui Technology currently has 32 employees, including nearly 20 AI engineers. Unlike AI manufacturers on the market who can only make simple AI visual recognition, Yirui Technology has a large amount of past training materials, rich project introduction experience, and various identification methods. It is 100% made in Taiwan and provides local services. Generally, the recognition rate is higher and more accurate. At the same time, availability is higher as customers’ demand elastically adjusts.

Traditional optical inspection has a high false positive rate. AI+AOI greatly improves yield and production line efficiency

For Yirui Technology, AI+AOI is also one of the modules. Yirui engineers only need to provide a little training data, and they can achieve an accuracy of 80% in about a month, helping enterprises to use AI when it goes online. The distance becomes very short.

In addition to the existing manufacturing plants, Yirui Technology has also entered the field of optics and cooperated with Xiaoma Optics to jointly develop advanced physical optical measurement methods and optical module design. At present, most manufacturers will introduce AOI systems for production line defect inspection, but most of them use OCR (optical character recognition, which refers to the process of analyzing and recognizing image files of text data to obtain text and layout information) technology, which needs to be 100% The accuracy leaves no room for error, leading to accidental killings that often occur. This time, Yirui Technology and Xiaoma Optics cooperated to install Yirui's AI system in the optical inspection instruments developed by Xiaoma Optics, adding AI algorithms to the optical detection of defects, and training AI model identification based on the data and needs provided by customers. For the determination of defects, the accuracy of determination can be greatly improved, the yield rate can be improved, and the efficiency of the production line can be increased.

Yirui Technology CEO Zhang Yiyuan
▲Yirui Technology CEO Zhang Yiyuan

"As for AI+AOI technology in the optical field, for Yirui, the environmental complexity factors of optical inspection are relatively low. As long as the customer defines the defect clearly, the more accurate and detailed the information provided, the better the defect detection and identification. The rate can often reach more than 98%, and the operation time can also be shortened relatively." Zhou Shihan went on to say that for Yi Rui, the two most difficult parts are that the company's current manpower cannot take on too many AI projects at one time, mainly due to the self-requirements of engineers. High, every project needs to be carefully crafted; the second part is that large customers usually take a long time to consider their purchases. This is why Yirui Technology changed the business model of AI projects to AI service modules and project information consultants. Based on customer needs, we can sell modules or semi-finished products and quickly close the case to maintain the company's normal operations.

In addition to the Taiwan market, Yirui Technology has also extended its reach to the international market. There are currently several projects underway in Thailand, one of which is the Royal Rama Hospital in Thailand. Yirui is responsible for facial recognition and behavior of patients in the hospital. Monitoring to prevent patients from falling, etc. Another interesting case is the classification and identification of salvaged items from river garbage ships in Thailand, and the AI ​​identification project of a major auto parts manufacturer. Yirui Technology's AI image recognition technology has gradually been recognized and accepted by overseas markets.

Looking forward to the future, Yirui Technology hopes to expand its experience in AI visual recognition technology from 2D to 3D, and even extend it to audio and video recognition technical services, making Yirui Technology a comprehensive AI professional services company.

「Translated content is generated by ChatGPT and is for reference only. Translation date:2024-05-19」

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OSENSE Technology Qubby AI customer service helps enterprises comprehensively upgrade from customer service to knowledge management

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【解決方案】破壞式創新商模 奇翼醫電推出行動醫療裝置- 心電圖傳感器 打造遠距醫療當中最後一塊拼圖
Disruptive innovative business model Qiyi Medical Electronics launches mobile medical device-ECG sensor to create the last piece of the puzzle in telemedicine

With the advent of the post-epidemic era, the development of global telemedicine is in the ascendant, which has greatly increased the demand for smart medical technology in decentralized medicine Among them, if mobile medical devices can provide real-world at home or outside the hospital data for use in hospitals, it is believed that it will reduce the burden of diagnosis and treatment on doctors or medical personnel and reduce health insurance expenses To this end, Singular Wings Medical has launched a comprehensive telemedicine solution, which combines excellent wearable mobile medical device design, innovative software development, AI algorithms and cloud platform services, and will become the last piece of telemedicine puzzle David Lee, the founder and general manager of Qiyi Medical Electronics, said that his original intention to start the business was because he witnessed Taiwan's long-term pursuit of low-cost mass production, which led to the continuous decline in the value of the industry For example, in the past thirty years, The output value of the former Silicon Valley was similar to that of Taiwan's Hsinchu Science Park, but thirty years later, the output value of Silicon Valley reached US14 trillion at the end of 2020, while the output value of Hsinchu Science Park was less than NT15 trillion at the end of 2021 Seeing Silicon Valley's sensitivity to industry needs and disruptive innovations such as Uber, Airbnb, industry trends and the post-epidemic era have driven a surge in telemedicine services, thereby creating high industry value, so I started a business at the age of 45 and conceived how to combine it with Taiwan After more than ten years of accumulated industrial advantages and Silicon Valley's innovative model, we decided to help Taiwan's industry upgrade and find a new path through the integration of the medical industry, ICT technology industry and innovative business models Seeing that Taiwan has always been a gathering place for the most elite talents in the medical industry and electronics and electrical industry, I believe that through the combination of the two and innovative business models, we can have the opportunity to follow Silicon Valley and create a different business According to Taiwan’s Communication Diagnosis and Treatment Methods, Taiwan’s market demand for telemedicine is divided into two situations emergency such as COVID-19 and special necessity such as special geographical locations such as outlying islands or mountains It is allowed Carry out communication medical diagnosis In fact, the development of global telemedicine decentralized medicine is in the ascendant, but the demand for smart medical technology to meet decentralized medicine still needs to be realized In addition to the medical technology gap, it also includes medical treatment flow, patient identification, remote Remote consultation and collection are fueling the push for smart medical technology Li Weizhong observed that for telemedicine decentralized medicine to be successfully implemented, it is best to use telemedicine devices that are used outside the hospital or at home and are easily available in daily life Among them, the data of the device is the key It can provide doctors with out-of-hospital real-world data Real World Data or Real World Evidence that they can trust and apply, so that they can improve their diagnosis and treatment methods In fact, this type of telemedicine device is not popular, making remote medical care difficult to complete In addition, as the number of wearable devices such as bracelets and watches increases, most of the data that these devices can truly provide is insufficient for medical purposes and is not easy to validate and verify Li Weizhong said that people are paying more and more attention to health awareness, which is a positive encouragement for telemedicine devices He believes that as long as there is an appropriate business model and the right way to cooperate with hospitals and doctors can reduce the burden on doctors or medical personnel and reduce health insurance expenditures, Qi Yi Medical Electronics will definitely have the opportunity to become the last piece of the puzzle in telemedicine Founded in 2015, Qiyi Medical Electronics’ core team consists of 22 diversified professionals, including young engineers with medical, engineering and information backgrounds and experienced entrepreneurs, working together to create an overall solution for remote healthcare The solution includes hardware design, software development and backend cloud platform services for the mobile medical device Beatinfor Health electrocardiogram sensor Electrocardiogram ECG is one of the most important vital signs body temperature, pulse, respiration and physiological data of the human body, which can reflect various physiological changes in the human body, such as cardiovascular health, inflammation, infection, bleeding, injury or anxiety index changes For this core concept, Qiyi Medical is committed to using wearable electrocardiograms as its core technology, while collecting important vital signs and environmental parameters such as electrocardiograms, and building AI algorithm systems and backend cloud platform services based on big data and machine learning to help solve remote problems Specific chronic diseases such as cardiovascular disease, sleep problems, and metabolic diseases are the most important in medical treatment Electrocardiogram sensor continuous physiological data monitoring reduces the risk of death in acute heart failure patients by 11 within 30 days after discharge In order to realize remote medical services, Qiyi Medical Electronics has launched a complete set of remote medical care solutions, including wearable mobile medical devices-electrocardiogram sensor BEATINFO ECG, BEATINFO HEALTH APP, and AI algorithms , web pages and BEATINFO HEALTH cloud service platform The BEATINFO ECG sensor is an exclusive device for the 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Cardiovascular assessment reports, third-party remote medical consultation services and other functions Users use patch-type or chest-strap ECG sensors paired with end-to-cloud platforms for continuous physiological detection Before being transmitted to the cloud for further calculations, all data will be de-identified and made available to professionals Data reports are provided for physician judgment The BEATINFO HEALTH cloud service platform has powerful noise filtering processing capabilities, fast waveform recognition and judgment, as well as highly complex cloud architecture and communication technology Why is the noise filter processing capability so important Because medical equipment in general hospitals must require users to complete short-term measurements under static conditions Usually, data in life situations outside the hospital cannot be collected by the hospital, and this data is very important to doctors It is increasingly important to understand the progression of 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leasing or buying out wearable measurement devices, or providing annual report subscriptions to reduce the cost of purchasing devices for users, such as including 2-minute electrocardiogram, Flexible subscription package including 7-day cardiovascular health assessment, exercise cardiovascular health assessment, sleep health assessment report, etc Group cardiovascular monitoring system solution creates a many-to-many real-time physiological information monitoring platform to replace diagnosis with prevention In addition to providing individual users with remote mobile physiological data measurement, the BEATINFO cloud platform provides a "group cardiovascular monitoring system" solution that can create many-to-many real-time physiological information monitoring through network technology Based on the platform, patients only need to wear a lightweight monitoring patch, and the back-end system can grasp the changes in their physiological information, so that prevention can replace diagnosis and reduce the chance of sudden cardiovascular death This platform provides 3 functions, including the ability to manage different users into groups and hierarchically, and the number of users can reach tens of thousands it can display users’ basic physiological information in real time on web tools, and can be used under certain preset conditions When triggered, this platform will immediately send out an alarm historical data can also be reviewed on the platform, which is very suitable for doctors to check the patient's disease progression outside the hospital during consultation For the application of the "Group Cardiovascular Monitoring System" solution, taking high-intensity exercise as an example, such as long-distance running and cycling, mountain climbing activities or traveling abroad, a prior cardiovascular health assessment is required activities, and corresponding evaluation reports This report allows users to share it with doctors, so that participants can make assessments before the event or test their training effectiveness, which can significantly reduce the risk of accidents during the event beforehand During the activity, the group cardiovascular monitoring system also provides real-time on-site monitoring of a large number of participants It can be monitored in real time by the AI in the background at the moment of exercise Once an accident occurs, the platform can immediately issue an alarm and even report the accident GPS positioning of the location, and continuously transmits back the user's physiological information during search and rescue, striving for golden rescue time In sports monitoring applications, taking golf as an example, how to improve golfers' puttinghitting performance A player's performance and concentration are usually directly related to personal emotional stability Li Weizhong said that through HRV analysis of Qiyi Medical's electrocardiogram device, it can help determine the player's emotional and stress index performance, and at the same time help golf coaches select and train players The group cardiovascular monitoring system can create a many-to-many real-time physiological information monitoring platform Establish a firm foothold in Taiwan, move towards the US and European markets, and move towards the goal of a data company Faced with the challenges of technology research and development and market promotion, Qiyi Medical Electronics’ automatic identification of electrocardiograms requires a large amount of data for AI calculation development For this reason, Qiyi Medical Electronics must cooperate with hospitals and develop jointly Finish At present, the company has established good cooperative relations with many medical centers and research units, and has overcome these technical bottlenecks one by one In terms of market promotion, Li Weizhong said that the biggest challenge facing Qiyi Medical Electronics is to communicate with the market and let the public understand the differences between competitors' bracelet and watch products and the company's mobile device-electrocardiogram sensor Compared with the common bracelet and watch products on the market that collect electrocardiogram data in a discontinuous manner, it may take a long time to collect discontinuous data before potential cardiovascular problems can be discovered by luck Qiyi Medical Electronics actively promotes electrocardiogram to the public in a continuous manner The competitive functional characteristics of sexual detection data and emphasize that it is a very important means to assist in the detection of many potential diseases, replacing diagnosis with prevention and reducing the occurrence of unnecessary cardiovascular diseases In addition, in terms of business promotion, we also hope to create more opportunities for business matching and new venture capital raising with the assistance of the Corporate Resource Strategy Council Looking to the future, Li Wei and Xu Qiyi Medical Electric Energy will become the last piece of the telemedicine puzzle in the health wearable device-electrocardiogram service Li Weizhong said that in the short term, Qiyi Medical hopes to gain a firm foothold in Taiwan and become a common medical device in everyone's home, just like thermometers and blood pressure monitors The company is also constantly developing new indications Starting from electrocardiogram, coupled with AI and big data, it can deal with more chronic diseases In addition to cardiovascular diseases, we have also successively developed sleep apnea and other more special diseases The applications are aimed at the problems of elderly chronic diseases that modern people are very likely to encounter With a mid- to long-term plan, Qiyi Medical will enter the US and EU markets, become an international company, and continue to aim to become a data company, making good use of the company's long-term collection of data applications to provide services in diverse fields such as new drug development and vaccine development application to create business opportunities and profits 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

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Having experienced small to medium-sized e-commerce, founders and CEO Zi-Hao Huang and co-founder and COO Yi-Ting Li of Tammy Technology decided to tackle the marketing challenges of all e-commerce personnel using AI technology Focusing on fashion e-commerce, Tammy Technology's personalized recommendation SaaS Software as a Service helps small to medium enterprises tackle the rising costs of marketing and the overwhelming data, enhancing conversion rates and average order value, becoming an invaluable AI assistant in the fashion e-commerce industry Enhancing conversion rates has always been a major challenge for all e-commerce platforms Unlike major players like Google and Facebook who collect browsing history to target interested messages or advertisements, smaller e-commerce businesses lack the resources and manpower to construct data analysis systems or tools Company Position Marketing technology team for small and medium-sized e-commerce utilizing AI to establish automated marketing Established in 2016, Tammy Technology initially aimed to become 'the marketing technology team for small to medium-sized e-commerce,' hoping to resolve challenges of low conversion rates and customer retention through data analysis and personalized recommendation services 'Daniel referring to Zi-Hao Huang and I have both worked in small to medium e-commerce I handled branding, marketing, and design, while he managed backend systems, project management, and development launches, almost everyone was multitasking' Understanding the pain points of e-commerce operators, they decided to help small and medium enterprises by developing automated marketing systems and a personalized recommendation SaaS, aiding those with limited marketing resources Through AI technology, analyze consumer purchase preferences and provide personalized recommendation services By analyzing each consumer's purchase preferences using AI technology and storing their digital footprints in the backend for data 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devices, digitalizing all consumer behavioral data to build consumer profiles For example, a consumer with high purchasing frequency designated as VIP, whose preferences for Morandi color schemes, lace materials, high-neck styles, etc, are recorded and tagged When browsing the store's website, the website will recommend corresponding products based on these purchase preference tags for VIP, and can also set customized discounts and pop-up windows, or send personalized messages through mobile SMS, email, etc, ensuring each customer receives discounts that fit their needs At this stage, Tammy Technology's client base includes male and female apparel, shoes, accessories, cosmetics, and other fashion design industries with a strong personalized color Many clients have seen significant results after introducing personalized recommendation services For example, Shu Uemura under the L'Oreal Paris group, specializing in high-performance skin products and trendy makeup products and professional makeup tools, experienced a significant increase in conversion rates by 3 times and a revenue increase of 18 times after adopting Tammy Technology's service Additionally, the well-known apparel business iRoo, after installing a personalized recommendation system on the official website and integrating digital marketing channels like Line and Chatbot, saw the conversion rate rise more than 5 times, with a monthly revenue increase of 21 The pricing model is subscription-based, with large corporations being charged based on specific feature needs The overall effect after customer usage achieves at least a 3 times increase in conversion rate, and an average of 2 times growth in average order value New client base After apparel and cosmetics, pushing into the home decor industry Despite the overall increase in e-commerce sales, the personalized recommendation service has shown impressive results However, due to the pandemic, non-essential fashion industries have been impacted Tammy Technology, which primarily relies on the fashion design industry, saw a decrease in e-commerce performance by about 30 during the pandemic To diversify operational risks, starting from 2022, Tammy Technology expanded its service clientele to include distinctive, quality-type home furniture and living products As for why not expand the client base to 3C products Yi-Ting Li explains, 3C products focus on cost-effectiveness and brand strength, like Apple computers which have a loyal group of fans, making it challenging to sway their purchasing behavior However, apparel, cosmetics, and home decor focus on personalization, style, and taste, like apparel with the fast, short-term 'fast fashion' trends, updating products weekly, and seasonal characteristics, updating personalized recommendations every 3-5 days and cosmetics, including makeup and skincare, which have high customer loyalty and repurchase rates, are most suitable for recommendations and proactive discount messaging Makeup and outfits represent personal taste, thus these two industries can complement each other in personalized recommendations To accelerate the process of integrating businesses with personalized recommendations, it is necessary to establish an SOP,' Yi-Ting Li continued, 'Tammy Technology, by introducing recommendation services in the fashion design industry, has constructed a service process SOP to facilitate rapid successful experience replication, expecting to quickly integrate into the life and home industry in the second half of the year New business model Establishing a new marketing model centered on the consumer Currently, Tammy Technology's client number has exceeded 2000, including globally renowned fashion brands like L'Oreal and BLUE WAY The future focus will remain overseas, aiming for markets like Hong Kong, Singapore, and North America Tammy Technology, with its successful experience of integrating recommendation systems into fashion e-commerce, has gained investors' favor, securing investments from domestic and international accelerators in 2021, raising a total of 70 million New Taiwan dollars, allowing for workforce and scale expansion Future plans include integrating investor resources to establish a new marketing model centered on consumers Tammy Technology co-founder and COO Yi-Ting Li「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」