{"id":7467,"date":"2026-08-11T09:54:30","date_gmt":"2026-08-11T09:54:30","guid":{"rendered":"https:\/\/www.sirayatech.com\/?post_type=case-studies&#038;p=7467"},"modified":"2026-08-11T09:56:32","modified_gmt":"2026-08-11T09:56:32","slug":"taiwan-pulse-ai-voice-survey","status":"publish","type":"case-studies","link":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/","title":{"rendered":"From Human Phone Interviews to AI Voice Surveys: Redefining Market Research Efficiency"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Taiwan Pulse adopted the <strong>SIRAYA AI Voice Solution<\/strong> to build an AI-powered phone survey system that combines Large Language Models (LLMs), Speech-to-Text (ASR), Text-to-Speech (TTS), and low-latency communication capabilities to automate large-scale phone interviews.<\/em><\/p>\n\n\n\n<h2 id=\"h-overview\" class=\"wp-block-heading\">Overview<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Taiwan Pulse is a Taiwan-based research firm specializing in market research and public opinion polling, serving political, municipal, and commercial research needs.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Traditional phone surveys rely heavily on human interviewers, resulting in high labor costs, recruitment challenges, and lengthy survey cycles. Depending on the number of respondents and questions, a typical survey takes around 5\u20137 days to complete.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Survey demand also fluctuates significantly. During election periods, multiple counties, cities, districts, and candidates may require surveys at the same time, with demand potentially increasing 1\u20132 times compared with non-election periods. Scaling a traditional interviewer-based operation quickly can therefore be challenging.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Language is another consideration. Some respondents, particularly older populations, are more comfortable communicating in Taiwanese, while younger interviewers are increasingly less familiar with the language. This creates an additional challenge for traditional phone-based research.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Taiwan Pulse therefore needed a more scalable approach that could handle large volumes of calls while maintaining a natural conversation experience and reducing reliance on human interviewers.<\/p>\n\n\n\n<h2 id=\"h-ai-powered-voice-survey-solution\" class=\"wp-block-heading\">AI-Powered Voice Survey Solution<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">SIRAYA built a customized AI phone survey system for Taiwan Pulse, combining speech recognition, speech generation, Large Language Models, and real-time communication capabilities. The AI Agent manages the complete survey workflow, from automated outbound dialing and voice interaction to response understanding and questionnaire flow control.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Compared with traditional phone surveys constrained by interviewer availability and working hours, the AI Voice Agent can handle large numbers of outbound calls simultaneously and conduct conversations based on predefined questionnaires and respondent responses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The system integrates multiple AI capabilities:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Speech-to-Text (ASR):<\/strong> Real-time understanding of respondents&#8217; spoken answers<\/li>\n\n\n\n<li><strong>Large Language Model (LLM):<\/strong> Contextual understanding and natural conversation management<\/li>\n\n\n\n<li><strong>Text-to-Speech (TTS):<\/strong> Natural-sounding voice responses<\/li>\n\n\n\n<li><strong>Agora real-time communication:<\/strong> Low-latency voice interaction<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For a survey application, simply generating an answer is not enough. The AI needs to understand context, keep the conversation on track, and follow the questionnaire consistently. SIRAYA therefore optimized the system to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Follow predefined questionnaires without adding or modifying questions<\/li>\n\n\n\n<li>Recognize irrelevant questions and guide respondents back to the survey<\/li>\n\n\n\n<li>End the interview when repeated guidance cannot bring the conversation back on track<\/li>\n\n\n\n<li>Maintain a natural response pace throughout the call<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">In actual use, AI response latency is approximately 0.5\u20130.8 second, approaching the response time of natural human conversations and minimizing noticeable delays for respondents.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The solution also supports Taiwanese-language conversations, combining speech recognition and language model capabilities to better understand respondents across different age groups and language backgrounds.<\/p>\n\n\n\n<h2 id=\"h-customer-benefits\" class=\"wp-block-heading\">\u5ba2\u6236\u6548\u76ca<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">After adopting the SIRAYA AI Voice Solution, Taiwan Pulse improved survey efficiency, scalability, and operational flexibility:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>~60% lower survey costs<\/strong><br>AI-powered phone automation reduces manual effort and repetitive work, improving research efficiency while optimizing overall execution costs.<br><\/li>\n\n\n\n<li><strong>Survey cycles reduced from 7 days to 1\u20132 days<\/strong><br>Nearly 30,000 phone interviews can be completed within 1\u20132 days.<br><\/li>\n\n\n\n<li><strong>200\u2013500 concurrent AI interviews<\/strong><br>Enables large-scale, multi-region surveys to run simultaneously during peak periods such as elections.<br><\/li>\n\n\n\n<li><strong>Broader language coverage and greater consistency<\/strong><br>Supports Taiwanese-language conversations while standardized AI workflows reduce interviewer variation and inconsistencies in interview records.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">More importantly, Taiwan Pulse has established a scalable AI survey infrastructure that shifts its operations from reliance on human interviewer capacity toward a more flexible and efficient AI-driven model.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"featured_media":7468,"parent":0,"menu_order":0,"template":"","class_list":["post-7467","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI Voice Agent for Phone Surveys | SIRAYA<\/title>\n<meta name=\"description\" content=\"How Taiwan Pulse uses AI Voice to scale phone surveys, support 200\u2013500 concurrent interviews, and complete nearly 30,000 calls in 1\u20132 days.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"From Human Phone Interviews to AI Voice Surveys: Redefining Market Research Efficiency\" \/>\n<meta property=\"og:description\" content=\"How Taiwan Pulse uses AI Voice to scale phone surveys, support 200\u2013500 concurrent interviews, and complete nearly 30,000 calls in 1\u20132 days.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/\" \/>\n<meta property=\"og:site_name\" content=\"SIRAYA Technologies\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-11T09:56:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.sirayatech.com\/wp-content\/uploads\/2026\/08\/Taiwan-Pulse.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1448\" \/>\n\t<meta property=\"og:image:height\" content=\"1086\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/zh\\\/case-studies\\\/taiwan-pulse-ai-voice-survey\\\/\",\"url\":\"https:\\\/\\\/www.sirayatech.com\\\/zh\\\/case-studies\\\/taiwan-pulse-ai-voice-survey\\\/\",\"name\":\"AI Voice Agent for Phone Surveys | SIRAYA\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/zh\\\/case-studies\\\/taiwan-pulse-ai-voice-survey\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/zh\\\/case-studies\\\/taiwan-pulse-ai-voice-survey\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.sirayatech.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/Taiwan-Pulse.jpg\",\"datePublished\":\"2026-08-11T09:54:30+00:00\",\"dateModified\":\"2026-08-11T09:56:32+00:00\",\"description\":\"How Taiwan Pulse uses AI Voice to scale phone surveys, support 200\u2013500 concurrent interviews, and complete nearly 30,000 calls in 1\u20132 days.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/zh\\\/case-studies\\\/taiwan-pulse-ai-voice-survey\\\/#breadcrumb\"},\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.sirayatech.com\\\/zh\\\/case-studies\\\/taiwan-pulse-ai-voice-survey\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/zh\\\/case-studies\\\/taiwan-pulse-ai-voice-survey\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.sirayatech.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/Taiwan-Pulse.jpg\",\"contentUrl\":\"https:\\\/\\\/www.sirayatech.com\\\/wp-content\\\/uploads\\\/2026\\\/08\\\/Taiwan-Pulse.jpg\",\"width\":1448,\"height\":1086,\"caption\":\"SIRAYA AI Voice Solution\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/zh\\\/case-studies\\\/taiwan-pulse-ai-voice-survey\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Case Studies\",\"item\":\"https:\\\/\\\/www.sirayatech.com\\\/case-studies\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"From Human Phone Interviews to AI Voice Surveys: Redefining Market Research Efficiency\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/#website\",\"url\":\"https:\\\/\\\/www.sirayatech.com\\\/\",\"name\":\"SIRAYA Technologies \uff5cGlobal AI Infrastructure Partner for Enterprises\",\"description\":\"Your Dedicated CDN &amp; Cloud Security Team\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/#organization\"},\"alternateName\":\"SIRAYA Technologies\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.sirayatech.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-TW\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/#organization\",\"name\":\"SIRAYA Technologies\",\"alternateName\":\"SIRAYA\",\"url\":\"https:\\\/\\\/www.sirayatech.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.sirayatech.com\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/Siraya-Logo-Red-with-S-Icon.svg\",\"contentUrl\":\"https:\\\/\\\/www.sirayatech.com\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/Siraya-Logo-Red-with-S-Icon.svg\",\"width\":921,\"height\":264,\"caption\":\"SIRAYA Technologies\"},\"image\":{\"@id\":\"https:\\\/\\\/www.sirayatech.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/siraya-technologies\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"AI Voice Agent for Phone Surveys | SIRAYA","description":"How Taiwan Pulse uses AI Voice to scale phone surveys, support 200\u2013500 concurrent interviews, and complete nearly 30,000 calls in 1\u20132 days.","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:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/","og_locale":"zh_TW","og_type":"article","og_title":"From Human Phone Interviews to AI Voice Surveys: Redefining Market Research Efficiency","og_description":"How Taiwan Pulse uses AI Voice to scale phone surveys, support 200\u2013500 concurrent interviews, and complete nearly 30,000 calls in 1\u20132 days.","og_url":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/","og_site_name":"SIRAYA Technologies","article_modified_time":"2026-08-11T09:56:32+00:00","og_image":[{"width":1448,"height":1086,"url":"https:\/\/www.sirayatech.com\/wp-content\/uploads\/2026\/08\/Taiwan-Pulse.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"\u9810\u4f30\u95b1\u8b80\u6642\u9593":"3 \u5206\u9418"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/","url":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/","name":"AI Voice Agent for Phone Surveys | SIRAYA","isPartOf":{"@id":"https:\/\/www.sirayatech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/#primaryimage"},"image":{"@id":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/#primaryimage"},"thumbnailUrl":"https:\/\/www.sirayatech.com\/wp-content\/uploads\/2026\/08\/Taiwan-Pulse.jpg","datePublished":"2026-08-11T09:54:30+00:00","dateModified":"2026-08-11T09:56:32+00:00","description":"How Taiwan Pulse uses AI Voice to scale phone surveys, support 200\u2013500 concurrent interviews, and complete nearly 30,000 calls in 1\u20132 days.","breadcrumb":{"@id":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/#breadcrumb"},"inLanguage":"zh-TW","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/"]}]},{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/#primaryimage","url":"https:\/\/www.sirayatech.com\/wp-content\/uploads\/2026\/08\/Taiwan-Pulse.jpg","contentUrl":"https:\/\/www.sirayatech.com\/wp-content\/uploads\/2026\/08\/Taiwan-Pulse.jpg","width":1448,"height":1086,"caption":"SIRAYA AI Voice Solution"},{"@type":"BreadcrumbList","@id":"https:\/\/www.sirayatech.com\/zh\/case-studies\/taiwan-pulse-ai-voice-survey\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Case Studies","item":"https:\/\/www.sirayatech.com\/case-studies\/"},{"@type":"ListItem","position":2,"name":"From Human Phone Interviews to AI Voice Surveys: Redefining Market Research Efficiency"}]},{"@type":"WebSite","@id":"https:\/\/www.sirayatech.com\/#website","url":"https:\/\/www.sirayatech.com\/","name":"SIRAYA Technologies \uff5cGlobal AI Infrastructure Partner for Enterprises","description":"\u60a8\u7684\u5c08\u5c6c CDN \u548c\u96f2\u7aef\u5b89\u5168\u5718\u968a","publisher":{"@id":"https:\/\/www.sirayatech.com\/#organization"},"alternateName":"SIRAYA Technologies","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.sirayatech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-TW"},{"@type":"Organization","@id":"https:\/\/www.sirayatech.com\/#organization","name":"SIRAYA Technologies","alternateName":"SIRAYA","url":"https:\/\/www.sirayatech.com\/","logo":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/www.sirayatech.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.sirayatech.com\/wp-content\/uploads\/2024\/11\/Siraya-Logo-Red-with-S-Icon.svg","contentUrl":"https:\/\/www.sirayatech.com\/wp-content\/uploads\/2024\/11\/Siraya-Logo-Red-with-S-Icon.svg","width":921,"height":264,"caption":"SIRAYA Technologies"},"image":{"@id":"https:\/\/www.sirayatech.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/siraya-technologies\/"]}]}},"_links":{"self":[{"href":"https:\/\/www.sirayatech.com\/zh\/wp-json\/wp\/v2\/case-studies\/7467","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sirayatech.com\/zh\/wp-json\/wp\/v2\/case-studies"}],"about":[{"href":"https:\/\/www.sirayatech.com\/zh\/wp-json\/wp\/v2\/types\/case-studies"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sirayatech.com\/zh\/wp-json\/wp\/v2\/media\/7468"}],"wp:attachment":[{"href":"https:\/\/www.sirayatech.com\/zh\/wp-json\/wp\/v2\/media?parent=7467"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}