{"id":3251,"date":"2025-03-05T11:10:26","date_gmt":"2025-03-05T03:10:26","guid":{"rendered":"https:\/\/mixdesk.com\/blog\/?p=3251"},"modified":"2025-03-10T17:22:03","modified_gmt":"2025-03-10T09:22:03","slug":"multilingual-ai-customer-service","status":"publish","type":"post","link":"https:\/\/mixdesk.com\/blog\/en\/multilingual-ai-customer-service\/","title":{"rendered":"The complete strategy of multilingual AI customer service robots: from selection to landing operation"},"content":{"rendered":"<p style=\"max-width:730px;margin-bottom:50px\"><em>Author of this article\uff1a<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-black-color\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/author\/miya\/\">Miya<\/a><\/mark>, Search engine optimization expert<\/em><\/p>\n\n\n\n<p>In a globalized business environment, companies may have customers all over the world. <strong>50+ countries and regions<\/strong>, use <strong>20+ different languages<\/strong>\u3002 However, the traditional manual customer service model has been difficult to cope with this complex service demand. One that can easily handle English consultation<a href=\"https:\/\/mixdesk.com\/blog\/en\/collaboration\/\">Customer service team<\/a>, It may not be able to solve the problem of Indonesian order inquiries at all, and the difficulty of recruitment, training and management of small-language customer service is a headache for companies.<\/p>\n\n\n\n<p>This is exactly<strong><a href=\"https:\/\/mixdesk.com\/blog\/en\/\">Multilingual AI customer service robot<\/a><\/strong>It has become the key reason for the standard configuration of international enterprises.<\/p>\n\n\n\n<p>This guide will start with<strong>Actual combat perspective<\/strong>, In-depth analysis of multilingual AI customer service robots from<strong>Technical selection<\/strong>to<strong>Landing operation<\/strong>The whole process of the company, covering the most concerned about the company<strong>Cost control, cultural adaptation, data compliance<\/strong>And other core issues to help enterprises build an efficient and intelligent customer service system, improve customer experience in the global market, reduce customer service costs, and achieve business growth.<\/p>\n\n\n\n<div class=\"wp-block-media-text has-media-on-the-right is-stacked-on-mobile is-vertically-aligned-top has-text-color has-background has-link-color wp-elements-9c6ee9ae044820660b1d6d124747c451\" style=\"color:#fffdc7;background-color:#121c1c;grid-template-columns:auto 60%\"><div class=\"wp-block-media-text__content\">\n<div class=\"wp-block-group has-link-color wp-elements-f2de3e70f8024084c2bdddf6c2212f77\" style=\"padding-top:2em;padding-right:2em;padding-bottom:2em;padding-left:2em\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading\" style=\"font-size:48px;font-weight:700;line-height:1.15\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">Mixdesk <br>AI Agent<\/mark><\/h2>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-b5d18a43ccde08f87061c6c1720ea8fd\" style=\"color:#fffdc7\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/\"><strong>Learn More<\/strong>&nbsp;\u2192<\/a><\/p>\n<\/div><\/div>\n<\/div><figure class=\"wp-block-media-text__media\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-1024x683.jpeg\" alt=\"\" class=\"wp-image-1892 size-full\" srcset=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-1024x683.jpeg 1024w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-300x200.jpeg 300w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-768x512.jpeg 768w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-1536x1024.jpeg 1536w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-2048x1365.jpeg 2048w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-18x12.jpeg 18w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-630x420.jpeg 630w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-696x464.jpeg 696w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-1068x712.jpeg 1068w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/11\/\u4ea7\u54c1\u56fe-mix-1920x1280.jpeg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n<div class=\"wp-block-table-of-contents-block-table-of-contents-block\"><div class=\"eb-parent-wrapper eb-parent-eb-toc-bqte3\"><div class=\"eb-toc-container eb-toc-bqte3  eb-toc-is-not-sticky eb-toc-not-collapsible eb-toc-initially-not-collapsed eb-toc-scrollToTop style-1\" data-scroll-top=\"false\" data-scroll-top-icon=\"fas fa-angle-up\" data-collapsible=\"false\" data-sticky-hide-mobile=\"false\" data-sticky=\"false\" data-scroll-target=\"scroll_to_toc\" data-copy-link=\"false\" data-editor-type=\"\" data-hide-desktop=\"false\" data-hide-tab=\"false\" data-hide-mobile=\"false\" data-itemcollapsed=\"false\"><div class=\"eb-toc-header\"><div class=\"eb-toc-title\">Table of contents\uff1a<\/div><\/div><div class=\"eb-toc-wrapper\" data-headers=\"[{&quot;level&quot;:2,&quot;content&quot;:&quot;Mixdesk AI Agent&quot;,&quot;text&quot;:&quot;Mixdesk AI Agent&quot;,&quot;link&quot;:&quot;mixdesk-ai-agent&quot;},{&quot;level&quot;:2,&quot;content&quot;:&quot;\\u4e3a\\u4ec0\\u4e48\\u9700\\u8981\\u591a\\u8bed\\u8a00 AI \\u5ba2\\u670d\\u673a\\u5668\\u4eba\\uff1f&quot;,&quot;text&quot;:&quot;\\u4e3a\\u4ec0\\u4e48\\u9700\\u8981\\u591a\\u8bed\\u8a00 AI \\u5ba2\\u670d\\u673a\\u5668\\u4eba\\uff1f&quot;,&quot;link&quot;:&quot;eb-table-content-1&quot;},{&quot;level&quot;:2,&quot;content&quot;:&quot;\\u90e8\\u7f72\\u524d\\u7684\\u56db\\u5927\\u6838\\u5fc3\\u51b3\\u7b56&quot;,&quot;text&quot;:&quot;\\u90e8\\u7f72\\u524d\\u7684\\u56db\\u5927\\u6838\\u5fc3\\u51b3\\u7b56&quot;,&quot;link&quot;:&quot;eb-table-content-2&quot;},{&quot;level&quot;:2,&quot;content&quot;:&quot;AI \\u5ba2\\u670d\\u843d\\u5730\\u5b9e\\u6218\\u7b56\\u7565&quot;,&quot;text&quot;:&quot;AI \\u5ba2\\u670d\\u843d\\u5730\\u5b9e\\u6218\\u7b56\\u7565&quot;,&quot;link&quot;:&quot;eb-table-content-3&quot;},{&quot;level&quot;:2,&quot;content&quot;:&quot;\\u7ed3\\u8bed&quot;,&quot;text&quot;:&quot;\\u7ed3\\u8bed&quot;,&quot;link&quot;:&quot;eb-table-content-4&quot;}]\" data-visible=\"[false,true,false,false,false,false]\" data-delete-headers=\"[{&quot;label&quot;:&quot;Mixdesk AI Agent&quot;,&quot;value&quot;:&quot;mixdesk-ai-agent&quot;,&quot;isDelete&quot;:true},{&quot;label&quot;:&quot;\\u4e3a\\u4ec0\\u4e48\\u9700\\u8981\\u591a\\u8bed\\u8a00 AI \\u5ba2\\u670d\\u673a\\u5668\\u4eba\\uff1f&quot;,&quot;value&quot;:&quot;\\u4e3a\\u4ec0\\u4e48\\u9700\\u8981\\u591a\\u8bed\\u8a00-ai-\\u5ba2\\u670d\\u673a\\u5668\\u4eba\\uff1f&quot;,&quot;isDelete&quot;:false},{&quot;label&quot;:&quot;\\u90e8\\u7f72\\u524d\\u7684\\u56db\\u5927\\u6838\\u5fc3\\u51b3\\u7b56&quot;,&quot;value&quot;:&quot;\\u90e8\\u7f72\\u524d\\u7684\\u56db\\u5927\\u6838\\u5fc3\\u51b3\\u7b56&quot;,&quot;isDelete&quot;:false},{&quot;label&quot;:&quot;AI \\u5ba2\\u670d\\u843d\\u5730\\u5b9e\\u6218\\u7b56\\u7565&quot;,&quot;value&quot;:&quot;ai-\\u5ba2\\u670d\\u843d\\u5730\\u5b9e\\u6218\\u7b56\\u7565&quot;,&quot;isDelete&quot;:false},{&quot;label&quot;:&quot;\\u7ed3\\u8bed&quot;,&quot;value&quot;:&quot;\\u7ed3\\u8bed&quot;,&quot;isDelete&quot;:false}]\" data-smooth=\"true\" data-top-offset=\"\"><div class=\"eb-toc__list-wrap\"><ul class='eb-toc__list'><li><a href=\"#eb-table-content-1\">Why do you need a multilingual AI customer service robot?<\/a><li><a href=\"#eb-table-content-2\">Four core decisions before deployment<\/a><li><a href=\"#eb-table-content-3\">AI customer service landing actual combat strategy<\/a><li><a href=\"#eb-table-content-4\">Conclusion<\/a><\/ul><\/div><\/div><\/div><\/div><\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>Why do you need a multilingual AI customer service robot?<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1.  The core pain points of a global enterprise<\/strong><\/h3>\n\n\n\n<p>in<a href=\"https:\/\/mixdesk.com\/blog\/en\/deepseek-2\/\">Cross-border e-commerce<\/a>, International SaaS and other industries, companies need to communicate efficiently with global customers, but face the following problems\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>(1) Language barriers: multiple languages are used in different markets<\/strong><\/h4>\n\n\n\n<p>The language usage in different countries and regions is complex, such as\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Southeast Asian market<\/strong>: Indonesian, Thai, Vietnamese, and English coexist, and customer communication needs are diverse.<\/li>\n\n\n\n<li><strong>European market<\/strong>: Customers may use<strong>German, Spanish, French, Italian, Russian<\/strong>And other languages\uff0c<a href=\"https:\/\/mixdesk.com\/blog\/en\/ominichannel\/\">Manual customer service is difficult to fully cover<\/a>\u3002<\/li>\n\n\n\n<li><strong>Middle East and Africa<\/strong>: Arabic, French, Swahili and other languages are widely distributed, right<a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-customer-service-trends\/\">Customer service ability<\/a>Put forward higher requirements.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>challenge<\/strong>: If you rely on manual customer service, each market needs to recruit customer service in small languages separately, which makes the customer service system extremely decentralized and difficult to collaborate efficiently. In addition, some language talents are extremely scarce, such as Swedish, Dutch, Polish, etc., and the customer service resources for proficient in these languages on the market are very limited. Even if the right talents are recruited, the salary cost is extremely high.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>(2) Timeliness of response: it is difficult for manual customer service to achieve 24\/7 multi-language coverage<\/strong><\/h4>\n\n\n\n<p>Customer expectations are \u201c<a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-agent-and-customer-service\/\">Instant response<\/a>\u201d, but the traditional customer service model is difficult to do\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Customer service in small languages is usually in shifts and cannot be online 24\/7<\/strong>, When customers consult during non-working hours, they may have to wait until the next day to get a reply.<\/li>\n\n\n\n<li><strong>Easy to overload customer service during peak business hours<\/strong>, The customer service staff can&#039;t cope, and the customer waiting time is too long, which leads to a decrease in experience, a decrease in conversion rate, and even a direct loss to competitors&#039; platforms.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>challenge<\/strong>: Time difference, resource constraints and shortage of multilingual customer service make it impossible for companies to efficiently support global users. Especially in promotional activities (such as<a href=\"https:\/\/zh.wikipedia.org\/wiki\/%E9%BB%91%E8%89%B2%E6%98%9F%E6%9C%9F%E4%BA%94_(%E8%B4%AD%E7%89%A9)\">Black five<\/a>, Double Eleven) During the period, there has been a surge in customer service requests. Failure to respond in time may lead to a large number of potential orders being lost.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>(3) Cost pressure: the cost of customer service in small languages is 40% higher than that of ordinary customer service.%<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>European and American markets<\/strong>: The salary of a proficient German or French customer service is often the salary of English customer service <strong>1.5~2 times<\/strong>, And the turnover rate is high.<\/li>\n\n\n\n<li><strong>Southeast Asia &amp; Middle East Market<\/strong>: Talents in small languages are scarce\uff0c<strong>Outsourcing customer service costs are high and quality is difficult to guarantee<\/strong>At the same time, due to different cultures and expressions, the quality of service of outsourced customer service is often not as good as that of local customer service.<\/li>\n\n\n\n<li><strong>Companies need to invest a lot of resources to train customer service<\/strong>To ensure that they are familiar with the company&#039;s products, policies and customer communication standards, and once the staff is lost, the company needs to re-invest in costs for training.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>challenge<\/strong>: Small-language customer service is not only difficult to recruit, but also has a high turnover rate. Operating costs are rising year by year, making it difficult for companies to afford their customer service budgets.<\/p>\n\n\n\n<p>\ud83d\udc49 <strong>Together, these problems have pushed up the company&#039;s customer service operating costs, reduced user satisfaction, and may even affect market expansion.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.  Evolutionary Advantages of AI Customer Service<\/strong><\/h3>\n\n\n\n<p>Multilingual <a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-agent\/\">AI customer service robot<\/a>It is not only a tool for cost reduction and efficiency enhancement, but also a growth engine for global enterprises.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>(1) Cost reduction: AI can replace more than 70% of basic consultations, and the cost of a single conversation is only 1\/20 of that of labor.<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Automatically handle standardization issues<\/strong>(Such as order inquiry, logistics status, refund policy, etc.) to reduce manual duplication of labor.<\/li>\n\n\n\n<li><strong>Manual customer service focuses on high-value consulting<\/strong>, Improve the utilization rate of human resources.<\/li>\n\n\n\n<li><strong>Reduce customer service recruitment &amp; training costs<\/strong>, To avoid the operational risks caused by the loss of customer service in small languages.<\/li>\n\n\n\n<li><strong>Improve customer service extensibility<\/strong>, Companies can easily expand the range of supported languages without the need to recruit additional small language customer service.<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>(2) Efficiency improvement: second-level response, support multi-channel concurrency<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/mixdesk.com\/blog\/en\/ominichannel\/\">Multi-channel support<\/a><\/strong>: Whether it is <strong><a href=\"https:\/\/mixdesk.com\/blog\/en\/notes-on-creating-a-facebook-page\/\">Facebook Messenger<\/a>\u3001<a href=\"https:\/\/mixdesk.com\/blog\/en\/whatsapp-set-up-autoresponder-2\/\">WhatsApp<\/a>, LINE, Telegram, mail<\/strong>, AI can reply synchronously.<\/li>\n\n\n\n<li><strong>7\u00d724 hours all-weather service<\/strong>: Not limited by time zone, customers can get support at any time.<\/li>\n\n\n\n<li><strong>Intelligent emotional analysis<\/strong>: AI can judge customer emotions and automatically decide whether manual customer service needs to be transferred to avoid customer dissatisfaction due to cold processing.<\/li>\n<\/ul>\n\n\n\n<p>\uff5cRelated reading\uff5c\ud83d\udc47<\/p>\n\n\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-3043 post type-post status-publish format-standard has-post-thumbnail category-ai tag-ai-agent tag-ai-service\">\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/generative-ai\/\" target=\"_self\"  ><img decoding=\"async\" width=\"1040\" height=\"714\" src=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\u8d70\u5411\u667a\u80fd\u5316\uff1a\u5ba2\u6237\u670d\u52a1\u751f\u6210\u5f0fAI\u7684\u7ec8\u6781\u6307\u5357\" style=\"object-fit:cover;\" srcset=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357.png 1040w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357-300x206.png 300w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357-1024x703.png 1024w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357-768x527.png 768w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357-18x12.png 18w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357-612x420.png 612w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357-218x150.png 218w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/01\/\u751f\u6210\u5f0fai\u6307\u5357-696x478.png 696w\" sizes=\"(max-width: 1040px) 100vw, 1040px\" \/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:75%\"><h2 style=\"color:#00da5d; font-size:21px;\" class=\"has-link-color wp-elements-2206eccf3b9d6c8e2366362f4dd2149e wp-block-post-title has-text-color\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/generative-ai\/\" target=\"_self\" >Towards Intelligence: the Ultimate Guide to Generative AI for Customer Service<\/a><\/h2><\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Four core decisions before deployment<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1.  Choose AI technology architecture<\/strong><\/h3>\n\n\n\n<p>Deploying multilingual AI customer service, technology selection is the core. There are currently three main solutions on the market\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>single <a href=\"https:\/\/mixdesk.com\/blog\/en\/deepseek-2\/\">AI big model<\/a>(Such as <a href=\"https:\/\/chatgpt.com\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">GPT-4<\/a>, Multi-language <a href=\"https:\/\/en.wikipedia.org\/wiki\/BERT_(language_model)\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">BERT<\/a>\uff09<\/strong>: Suitable for small and medium-sized enterprises, it provides a unified large model, but lacks flexibility and may be less effective in certain small languages and specific tasks.<\/li>\n\n\n\n<li><strong>Multi-model hybrid solution (such as Mixdesk AI Agent)<\/strong>: Applying different large models to different tasks and languages has stronger performance, better flexibility and adaptability, and can provide customized services for various markets.<\/li>\n\n\n\n<li><strong>Self-built AI language model (exclusive AI for enterprise training)<\/strong>: Suitable for large and medium-sized enterprises, it can provide extremely customized services, but the development cost is extremely high, requires continuous technical investment and team support, and it is difficult to quickly iterate and adjust.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>suggest<\/strong>: For most companies, it is recommended<strong><a href=\"https:\/\/mixdesk.com\/blog\/en\/automation\/\">Multi-model hybrid solution<\/a><\/strong>, Can take into account performance, stability and cost control, especially in the process of globalization and expansion, flexible multi-model solutions can greatly improve service efficiency and quality.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.  Determine the range of supported languages<\/strong><\/h3>\n\n\n\n<p>Different market needs are different, and determining the range of supported languages is the key to the globalization layout of enterprises. You can usually plan by following these steps\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The first stage<\/strong>: Priority support<strong>Core market language<\/strong>(Such as English, Spanish, French, etc.), these languages usually cover major markets and can meet the needs of most customers.<\/li>\n\n\n\n<li><strong>Second stage<\/strong>: According to business development needs, gradually increase<strong>Small language<\/strong>(Such as Thai, Indonesian, Arabic, etc.). These language support is essential for emerging or potential markets and can help companies better penetrate the market.<\/li>\n\n\n\n<li><strong>The third stage<\/strong>: optimization<strong>Language adaptation<\/strong>, Improve translation quality, including localized terminology, dialect support, etc., to ensure that users in every market can get a localized service experience.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>suggest<\/strong>: Use<strong>AI automatically detects customer language<\/strong>, Intelligent matching of customer service experience in the corresponding language. AI can automatically recognize the language based on customer input and provide accurate language switching to improve the user experience.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3.  Cultural adaptation and localization optimization<\/strong><\/h3>\n\n\n\n<p>In the process of globalization\uff0c<a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-customer-service-solutions-2\/\">Cultural differences in different countries and regions<\/a>It may affect the user experience and even directly affect the customer&#039;s purchase decision. Ensuring that AI customer service can adapt to different cultures is a successful implementation<a href=\"https:\/\/mixdesk.com\/blog\/en\/multilingual-overseas-customer-service-system\/\">Multilingual customer service<\/a>An important step.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>German customers<\/strong>: Prefer formal and professional expressions, communicate accurately, and avoid redundancy and unclear expressions.<\/li>\n\n\n\n<li><strong>US customers<\/strong>: It is easier to accept a relaxed and humorous style, and communication is more casual and interactive.<\/li>\n\n\n\n<li><strong>Japanese customers<\/strong>: Pay attention to courtesy and respect, and get used to using honorifics and expressing respect for others.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>solution<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI Corpus<\/strong>: Optimize dialogue styles for different countries to avoid cultural conflicts. For example, the German market can use more formal and concise language, while the American market can use relaxed and humorous expressions.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4.  Data compliance and privacy protection<\/strong><\/h3>\n\n\n\n<p>Different countries have different regulatory requirements for data protection, so when deploying multilingual AI customer service, companies must ensure that they meet data compliance requirements around the world.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong><a href=\"https:\/\/gdpr-info.eu\/\">EU GDP<\/a><a href=\"https:\/\/gdpr-info.eu\/\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">R<\/a><\/strong>: It is required that the data be stored locally in the European Union, and users have the right to delete the data. Companies must ensure that all data processing meets the strict requirements of the European Union.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/www.gov.cn\/xinwen\/2021-08\/20\/content_5632486.htm\">China PIP<\/a><a href=\"https:\/\/www.gov.cn\/xinwen\/2021-08\/20\/content_5632486.htm\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">L<\/a><\/strong>: There are strict restrictions on cross-border data transmission, and companies need to process and store data in accordance with China&#039;s privacy laws.<\/li>\n\n\n\n<li><strong><a href=\"https:\/\/learn.microsoft.com\/zh-cn\/compliance\/regulatory\/ccpa-faq\">U.S. CCP<\/a><a href=\"https:\/\/learn.microsoft.com\/zh-cn\/compliance\/regulatory\/ccpa-faq\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">A<\/a><\/strong>: Require companies to provide data transparency, customers have the right to know how their data is used, and require companies to provide data deletion options.<\/li>\n<\/ul>\n\n\n\n<p>\ud83d\udccc <strong>solution<\/strong>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Choose one that meets global compliance standards <a href=\"https:\/\/mixdesk.com\/blog\/en\/overseas-customer-service-system\/\"><strong>AI platform<\/strong>\uff0c<\/a>such as <strong><a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-agent\/\">Mixdesk AI<\/a><\/strong>, These platforms have usually passed various international certifications to ensure data compliance.<\/li>\n<\/ul>\n\n\n\n<p>\uff5cRelated reading\uff5c\ud83d\udc47<\/p>\n\n\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-2630 post type-post status-publish format-standard has-post-thumbnail category-cross-border tag-overseas-customer-service\">\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/multilingual-overseas-customer-service-system\/\" target=\"_self\"  ><img decoding=\"async\" width=\"1120\" height=\"1120\" src=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf.webp\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf\u5982\u4f55\u6d88\u9664\u6c9f\u901a\u969c\u788d\uff0c\u6253\u7834\u5168\u7403\u670d\u52a1\u58c1\u5792\uff1f\" style=\"object-fit:cover;\" srcset=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf.webp 1120w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf-300x300.webp 300w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf-1024x1024.webp 1024w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf-150x150.webp 150w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf-768x768.webp 768w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf-12x12.webp 12w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf-420x420.webp 420w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf-696x696.webp 696w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/\u591a\u8bed\u8a00\u6d77\u5916\u5ba2\u670d\u7cfb\u7edf-1068x1068.webp 1068w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" \/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:75%\"><h2 style=\"color:#00da5d; font-size:21px;\" class=\"has-link-color wp-elements-2206eccf3b9d6c8e2366362f4dd2149e wp-block-post-title has-text-color\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/multilingual-overseas-customer-service-system\/\" target=\"_self\" >How can a multilingual overseas customer service system eliminate communication barriers and break down global service barriers?<\/a><\/h2><\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>AI customer service landing actual combat strategy<\/strong><\/h2>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Choose Mixdesk AI Agent, omni-channel + multi-language coverage<\/strong><\/h4>\n\n\n\n<p>Mixdesk AI Agent provides<strong><a href=\"https:\/\/mixdesk.com\/blog\/en\/marketing\/\">Global marketing &amp; Customer Service<\/a><\/strong>The complete solution\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Support Livechat\u3001<a href=\"https:\/\/mixdesk.com\/blog\/en\/whatsapp-personal\/\">WhatsApp<\/a>\u3001<a href=\"https:\/\/mixdesk.com\/blog\/en\/facebook-public-page\/\">Facebook<\/a>\u3001<a href=\"https:\/\/mixdesk.com\/blog\/en\/instagram-account\/\">Instagram<\/a>\u3001<a href=\"https:\/\/mixdesk.com\/blog\/en\/line-web\/\">Line<\/a>, Email\u3001<a href=\"https:\/\/mixdesk.com\/blog\/en\/telegram-login\/\">Telegram<\/a> And other multiple channels<\/strong>, To ensure that customers can get support on their preferred platform.<\/li>\n\n\n\n<li><strong>AI Agent + automated workflow<\/strong>, Intelligent distribution of customer service tasks, real-time response to customer inquiries, reduce manual customer service pressure.<\/li>\n\n\n\n<li><strong>Active marketing + <a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-insight\/\">AI data insights<\/a><\/strong>, Continuously optimize customer interaction, improve conversion rates, and help companies grow.<\/li>\n<\/ul>\n\n\n\n<p><strong>Mixdesk AI Agent Core Advantages<\/strong>\uff1a <br>\u2705 <strong>AI automatic translation + localized corpus<\/strong>, Adapt to the cultural habits of different countries, and provide communication methods that are more in line with the expectations of local customers.<br>\u2705 <strong>Seamless connection to social platforms + emails<\/strong>, Customers can interact with the company anytime, anywhere to improve the convenience of communication.<br>\u2705 <strong>Unlimited agents + unlimited access channels<\/strong>, Can be freely expanded according to the size of the enterprise to meet the needs of different business stages.<\/p>\n\n\n\n<p>Other issues\uff1a<\/p>\n\n\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-3455 post type-post status-publish format-standard has-post-thumbnail category-ai tag-ai-service\">\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/the-future-of-ai-agents\/\" target=\"_self\"  ><img loading=\"lazy\" decoding=\"async\" width=\"1274\" height=\"850\" src=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"AI \u4ee3\u7406\u5728\u5ba2\u6237\u652f\u6301\u4e2d\u7684\u672a\u6765\u4e4b\u8def\" style=\"object-fit:cover;\" srcset=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4.png 1274w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4-300x200.png 300w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4-1024x683.png 1024w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4-768x512.png 768w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4-18x12.png 18w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4-630x420.png 630w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4-696x464.png 696w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1-4-1068x713.png 1068w\" sizes=\"(max-width: 1274px) 100vw, 1274px\" \/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:75%\"><h2 style=\"color:#00da5d; font-size:20px;\" class=\"has-link-color wp-elements-2a0c9ac4b5032bce69c3a7cdff3b483b wp-block-post-title has-text-color\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/the-future-of-ai-agents\/\" target=\"_self\" >The future of AI agents in Customer support<\/a><\/h2><\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-3743 post type-post status-publish format-standard has-post-thumbnail category-ai tag-ai-service\">\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-4 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-customer-service-not-only-provides-automatic-replies\/\" target=\"_self\"  ><img loading=\"lazy\" decoding=\"async\" width=\"1082\" height=\"720\" src=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"AI\u5ba2\u670d\u4e0d\u6b62\u662f\u81ea\u52a8\u56de\u590d\uff0c\u66f4\u662f\u4e00\u573a\u5ba2\u6237\u5173\u7cfb\u7684\u9769\u547d\" style=\"object-fit:cover;\" srcset=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5.png 1082w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5-300x200.png 300w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5-1024x681.png 1024w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5-768x511.png 768w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5-18x12.png 18w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5-631x420.png 631w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5-696x463.png 696w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/06\/1-5-1068x711.png 1068w\" sizes=\"(max-width: 1082px) 100vw, 1082px\" \/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:75%\"><h2 style=\"color:#00da5d; font-size:20px;\" class=\"has-link-color wp-elements-2a0c9ac4b5032bce69c3a7cdff3b483b wp-block-post-title has-text-color\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-customer-service-not-only-provides-automatic-replies\/\" target=\"_self\" >AI customer service is not only an automatic response, but also a revolution in customer relations<\/a><\/h2><\/div>\n<\/div>\n\n<\/li><li class=\"wp-block-post post-2667 post type-post status-publish format-standard has-post-thumbnail category-ai tag-ai-service\">\n\n<div class=\"wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-is-layout-5 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:25%\"><figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-customer-service-pre-sales\/\" target=\"_self\"  ><img loading=\"lazy\" decoding=\"async\" width=\"1392\" height=\"924\" src=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f.png\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f\uff1a\u5982\u4f55\u63d0\u5347\u552e\u524d\u8f6c\u5316\u7387\uff1f\" style=\"object-fit:cover;\" srcset=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f.png 1392w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f-300x199.png 300w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f-1024x680.png 1024w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f-768x510.png 768w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f-18x12.png 18w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f-633x420.png 633w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f-696x462.png 696w, https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2024\/12\/AI\u5ba2\u670d\u552e\u524d\u7684\u5e94\u7528\u573a\u666f-1068x709.png 1068w\" sizes=\"(max-width: 1392px) 100vw, 1392px\" \/><\/a><\/figure><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:75%\"><h2 style=\"color:#00da5d; font-size:20px;\" class=\"has-link-color wp-elements-2a0c9ac4b5032bce69c3a7cdff3b483b wp-block-post-title has-text-color\"><a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-customer-service-pre-sales\/\" target=\"_self\" >AI customer service pre-sales application scenarios: How to improve the pre-sales conversion rate?<\/a><\/h2><\/div>\n<\/div>\n\n<\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Conclusion<\/strong><\/h2>\n\n\n\n<p>deploy<strong>Multilingual <a href=\"https:\/\/mixdesk.com\/blog\/en\/ai-customer-service\/\">AI customer service robot<\/a><\/strong>, Not only a technological upgrade, but also a revolution around the customer experience.<strong>Operational revolution<\/strong>\u3002<\/p>\n\n\n\n<p>\u2705 <strong>The end is the beginning<\/strong>: First clarify the differences in the core needs of each language market to ensure that the AI strategy is accurately implemented.<br>\u2705 <strong>Run fast in small steps<\/strong>: From single-language verification, and then gradually expand to reduce the risk of initial investment.<br>\u2705 <strong>Man-machine integration<\/strong>: Let AI improve efficiency, and manual customer service focuses on the maintenance of high-value customer relationships.<\/p>\n\n\n\n<p>In the balance between globalization and localization\uff0c<strong><a href=\"https:\/\/mixdesk.com\/blog\/en\/\">Mixdesk AI Agent<\/a> Let companies break through cultural boundaries and achieve business growth!<\/strong> \ud83d\ude80<\/p>\n\n\n\n<p><em>(Want to know more? You can directly add the contact information of the business consultant to obtain an exclusive customer acquisition plan.)<\/em><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline td_btn_small is-style-outline--df7f5da9dccf019f0baf71ff7eea6e01\"><a class=\"wp-block-button__link wp-element-button\"><strong>WhatsApp\uff1a<\/strong>852 51076652<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline td_btn_small is-style-outline--ce782eb3abf04df7c4b2ec398a9078dd\"><a class=\"wp-block-button__link wp-element-button\">LINE ID\uff1amixdesk<\/a><\/div>\n\n\n\n<div class=\"wp-block-button is-style-outline td_btn_small is-style-outline--a77da0f19c4c934c7b1ff8257277870e\"><a class=\"wp-block-button__link wp-element-button\">WeChat\uff1a MIX_Pika77<\/a><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>From the perspective of actual combat, in-depth analysis of the whole process of multilingual AI customer service robot from technology selection to landing operation.<\/p>","protected":false},"author":5,"featured_media":3260,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"_eb_attr":"","footnotes":""},"categories":[45],"tags":[111],"class_list":{"0":"post-3251","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-ai","8":"tag-ai-service"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u591a\u8bed\u8a00AI\u5ba2\u670d\u673a\u5668\u4eba\u5168\u653b\u7565\uff1a\u4ece\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425 - Blog | Mixdesk<\/title>\n<meta name=\"description\" content=\"\u4ee5\u5b9e\u6218\u89c6\u89d2\uff0c\u6df1\u5165\u89e3\u6790\u591a\u8bed\u8a00 AI \u5ba2\u670d\u673a\u5668\u4eba\u4ece\u6280\u672f\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425\u7684\u5168\u6d41\u7a0b\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mixdesk.com\/blog\/en\/multilingual-ai-customer-service\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u591a\u8bed\u8a00AI\u5ba2\u670d\u673a\u5668\u4eba\u5168\u653b\u7565\uff1a\u4ece\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425 - Blog | Mixdesk\" \/>\n<meta property=\"og:description\" content=\"\u4ee5\u5b9e\u6218\u89c6\u89d2\uff0c\u6df1\u5165\u89e3\u6790\u591a\u8bed\u8a00 AI \u5ba2\u670d\u673a\u5668\u4eba\u4ece\u6280\u672f\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425\u7684\u5168\u6d41\u7a0b\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mixdesk.com\/blog\/en\/multilingual-ai-customer-service\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog | Mixdesk\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-05T03:10:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-10T09:22:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1334\" \/>\n\t<meta property=\"og:image:height\" content=\"888\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Marshall\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Marshall\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/\",\"url\":\"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/\",\"name\":\"\u591a\u8bed\u8a00AI\u5ba2\u670d\u673a\u5668\u4eba\u5168\u653b\u7565\uff1a\u4ece\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425 - Blog | Mixdesk\",\"isPartOf\":{\"@id\":\"https:\/\/mixdesk.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1.png\",\"datePublished\":\"2025-03-05T03:10:26+00:00\",\"dateModified\":\"2025-03-10T09:22:03+00:00\",\"author\":{\"@id\":\"https:\/\/mixdesk.com\/blog\/#\/schema\/person\/1e3620e1cbcfb15781e13469e178b719\"},\"description\":\"\u4ee5\u5b9e\u6218\u89c6\u89d2\uff0c\u6df1\u5165\u89e3\u6790\u591a\u8bed\u8a00 AI \u5ba2\u670d\u673a\u5668\u4eba\u4ece\u6280\u672f\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425\u7684\u5168\u6d41\u7a0b\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#primaryimage\",\"url\":\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1.png\",\"contentUrl\":\"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1.png\",\"width\":1334,\"height\":888},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/mixdesk.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u591a\u8bed\u8a00AI\u5ba2\u670d\u673a\u5668\u4eba\u5168\u653b\u7565\uff1a\u4ece\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/mixdesk.com\/blog\/#website\",\"url\":\"https:\/\/mixdesk.com\/blog\/\",\"name\":\"Blog | Mixdesk\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/mixdesk.com\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/mixdesk.com\/blog\/#\/schema\/person\/1e3620e1cbcfb15781e13469e178b719\",\"name\":\"Marshall\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/mixdesk.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/499577627d38ca7a52a27b86d21c2eac?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/499577627d38ca7a52a27b86d21c2eac?s=96&d=mm&r=g\",\"caption\":\"Marshall\"},\"url\":\"https:\/\/mixdesk.com\/blog\/en\/author\/fupengyu\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u591a\u8bed\u8a00AI\u5ba2\u670d\u673a\u5668\u4eba\u5168\u653b\u7565\uff1a\u4ece\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425 - Blog | Mixdesk","description":"\u4ee5\u5b9e\u6218\u89c6\u89d2\uff0c\u6df1\u5165\u89e3\u6790\u591a\u8bed\u8a00 AI \u5ba2\u670d\u673a\u5668\u4eba\u4ece\u6280\u672f\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425\u7684\u5168\u6d41\u7a0b\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mixdesk.com\/blog\/en\/multilingual-ai-customer-service\/","og_locale":"en_US","og_type":"article","og_title":"\u591a\u8bed\u8a00AI\u5ba2\u670d\u673a\u5668\u4eba\u5168\u653b\u7565\uff1a\u4ece\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425 - Blog | Mixdesk","og_description":"\u4ee5\u5b9e\u6218\u89c6\u89d2\uff0c\u6df1\u5165\u89e3\u6790\u591a\u8bed\u8a00 AI \u5ba2\u670d\u673a\u5668\u4eba\u4ece\u6280\u672f\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425\u7684\u5168\u6d41\u7a0b\u3002","og_url":"https:\/\/mixdesk.com\/blog\/en\/multilingual-ai-customer-service\/","og_site_name":"Blog | Mixdesk","article_published_time":"2025-03-05T03:10:26+00:00","article_modified_time":"2025-03-10T09:22:03+00:00","og_image":[{"width":1334,"height":888,"url":"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1.png","type":"image\/png"}],"author":"Marshall","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Marshall","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/","url":"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/","name":"\u591a\u8bed\u8a00AI\u5ba2\u670d\u673a\u5668\u4eba\u5168\u653b\u7565\uff1a\u4ece\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425 - Blog | Mixdesk","isPartOf":{"@id":"https:\/\/mixdesk.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#primaryimage"},"image":{"@id":"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#primaryimage"},"thumbnailUrl":"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1.png","datePublished":"2025-03-05T03:10:26+00:00","dateModified":"2025-03-10T09:22:03+00:00","author":{"@id":"https:\/\/mixdesk.com\/blog\/#\/schema\/person\/1e3620e1cbcfb15781e13469e178b719"},"description":"\u4ee5\u5b9e\u6218\u89c6\u89d2\uff0c\u6df1\u5165\u89e3\u6790\u591a\u8bed\u8a00 AI \u5ba2\u670d\u673a\u5668\u4eba\u4ece\u6280\u672f\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425\u7684\u5168\u6d41\u7a0b\u3002","breadcrumb":{"@id":"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#primaryimage","url":"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1.png","contentUrl":"https:\/\/mixdesk.com\/blog\/wp-content\/uploads\/2025\/03\/1.png","width":1334,"height":888},{"@type":"BreadcrumbList","@id":"https:\/\/mixdesk.com\/blog\/multilingual-ai-customer-service\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/mixdesk.com\/blog\/"},{"@type":"ListItem","position":2,"name":"\u591a\u8bed\u8a00AI\u5ba2\u670d\u673a\u5668\u4eba\u5168\u653b\u7565\uff1a\u4ece\u9009\u578b\u5230\u843d\u5730\u8fd0\u8425"}]},{"@type":"WebSite","@id":"https:\/\/mixdesk.com\/blog\/#website","url":"https:\/\/mixdesk.com\/blog\/","name":"Blog | Mixdesk","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mixdesk.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/mixdesk.com\/blog\/#\/schema\/person\/1e3620e1cbcfb15781e13469e178b719","name":"Marshall","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/mixdesk.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/499577627d38ca7a52a27b86d21c2eac?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/499577627d38ca7a52a27b86d21c2eac?s=96&d=mm&r=g","caption":"Marshall"},"url":"https:\/\/mixdesk.com\/blog\/en\/author\/fupengyu\/"}]}},"_links":{"self":[{"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/posts\/3251"}],"collection":[{"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/comments?post=3251"}],"version-history":[{"count":9,"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/posts\/3251\/revisions"}],"predecessor-version":[{"id":3451,"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/posts\/3251\/revisions\/3451"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/media\/3260"}],"wp:attachment":[{"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/media?parent=3251"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/categories?post=3251"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mixdesk.com\/blog\/en\/wp-json\/wp\/v2\/tags?post=3251"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}