{"id":166,"date":"2025-07-22T12:05:26","date_gmt":"2025-07-22T05:05:26","guid":{"rendered":"https:\/\/iszgroup.com\/insights\/?p=166"},"modified":"2025-07-22T12:05:27","modified_gmt":"2025-07-22T05:05:27","slug":"the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point","status":"publish","type":"post","link":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/","title":{"rendered":"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point"},"content":{"rendered":"\n<p>After years of helping executives implement AI solutions, I&#8217;ve noticed a troubling pattern: most companies are solving for the wrong variable in customer service transformation.<\/p>\n\n\n\n<p>Wharton&#8217;s Christian Terwiesch recently highlighted something we&#8217;ve been seeing firsthand\u2014<strong>AI gets you 80% of the way, but that final 20% is where the real business impact lies<\/strong>. Yet most organizations are still chasing cost reduction over customer experience optimization.<\/p>\n\n\n\n<p>Here&#8217;s what separates successful implementations from expensive mistakes:<\/p>\n\n\n\n<p><strong>Stop treating AI as a replacement.<\/strong>&nbsp;The companies winning this game understand that the cost-quality trade-off isn&#8217;t about choosing sides\u2014it&#8217;s about strategically positioning each tool where it delivers maximum value. Your $50\/hour support agent shouldn&#8217;t be handling password resets, but they absolutely should be managing your high-value customer escalations.<\/p>\n\n\n\n<p><strong>The &#8220;eloquence advantage&#8221; is real.<\/strong>&nbsp;Multiple studies confirm AI consistently outperforms humans in empathy and persuasion during customer interactions. This isn&#8217;t about replacing human judgment\u2014it&#8217;s about leveraging AI&#8217;s communication strengths while preserving human decision-making for complex scenarios.<\/p>\n\n\n\n<p><strong>Workflow complexity is the hidden cost killer.<\/strong>&nbsp;Every &#8220;human in the loop&#8221; integration that isn&#8217;t thoughtfully designed creates exponentially more complex processes. We&#8217;re seeing organizations spend more post-AI implementation than they did before, simply because they didn&#8217;t architect the handoffs properly.<\/p>\n\n\n\n<p>The executives getting this right aren&#8217;t asking &#8220;How do we cut costs?&#8221; They&#8217;re asking &#8220;How do we deliver consistently exceptional experiences at scale while maintaining profitability?&#8221;<\/p>\n\n\n\n<p>At ISZ.AI, we&#8217;re helping organizations navigate exactly these complexities\u2014building intelligent workflows that enhance both efficiency and customer satisfaction rather than forcing a choice between them.<\/p>\n\n\n\n<p>What&#8217;s your experience been with balancing AI automation and human expertise in customer-facing operations?<\/p>\n\n\n\n<p><em>David Chen, Business Consultant at ISZ.AI &#8211; Helping enterprises build transparent, controllable AI solutions that drive measurable business outcomes.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>After years of helping executives implement AI solutions, I&#8217;ve noticed a troubling pattern: most companies are solving for the wrong variable in customer service transformation. Wharton&#8217;s Christian Terwiesch recently highlighted something we&#8217;ve been seeing firsthand\u2014AI gets you 80% of the way, but that final 20% is where the real business impact lies. Yet most organizations [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":167,"comment_status":"open","ping_status":"open","sticky":false,"template":"single-with-sidebar","format":"standard","meta":{"footnotes":""},"categories":[11,1],"tags":[47,29,46,32,55,53,48,57],"class_list":["post-166","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-case-studies","category-ai-insights","tag-ai-and-customer-service","tag-artificial-intelligence","tag-business-strategy","tag-customer-experience","tag-customer-satisfaction","tag-digital-transformation","tag-enterprise-solutions","tag-workflow-automation"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point - Artificial Intelligence Consulting | ISZ.AI INSIGHTS<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point - Artificial Intelligence Consulting | ISZ.AI INSIGHTS\" \/>\n<meta property=\"og:description\" content=\"After years of helping executives implement AI solutions, I&#8217;ve noticed a troubling pattern: most companies are solving for the wrong variable in customer service transformation. Wharton&#8217;s Christian Terwiesch recently highlighted something we&#8217;ve been seeing firsthand\u2014AI gets you 80% of the way, but that final 20% is where the real business impact lies. Yet most organizations [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/\" \/>\n<meta property=\"og:site_name\" content=\"Artificial Intelligence Consulting | ISZ.AI INSIGHTS\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-22T05:05:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-22T05:05:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1536\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"ISZ GROUP\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@isz_ai\" \/>\n<meta name=\"twitter:site\" content=\"@isz_ai\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"ISZ GROUP\" \/>\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\":\"Article\",\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/\"},\"author\":{\"name\":\"ISZ GROUP\",\"@id\":\"https:\/\/iszgroup.com\/insights\/#\/schema\/person\/0db28bdeee92ba1e9628f4f7297003bb\"},\"headline\":\"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point\",\"datePublished\":\"2025-07-22T05:05:26+00:00\",\"dateModified\":\"2025-07-22T05:05:27+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/\"},\"wordCount\":320,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/#organization\"},\"image\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png\",\"keywords\":[\"AI and Customer Service\",\"Artificial Intelligence\",\"Business Strategy\",\"Customer Experience\",\"Customer Satisfaction\",\"Digital Transformation\",\"Enterprise Solutions\",\"Workflow Automation\"],\"articleSection\":[\"AI Case Studies\",\"AI Insights\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/\",\"url\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/\",\"name\":\"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point - Artificial Intelligence Consulting | ISZ.AI INSIGHTS\",\"isPartOf\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png\",\"datePublished\":\"2025-07-22T05:05:26+00:00\",\"dateModified\":\"2025-07-22T05:05:27+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#primaryimage\",\"url\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png\",\"contentUrl\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png\",\"width\":1536,\"height\":1024,\"caption\":\"AI and Customer Service, Business Consulting\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/iszgroup.com\/insights\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/iszgroup.com\/insights\/#website\",\"url\":\"https:\/\/iszgroup.com\/insights\/\",\"name\":\"Artificial Intelligence Consulting | ISZ.AI INSIGHTS\",\"description\":\"ISZ GROUP \u2014 Your AI Workflow Automation Partner for Smart Business\",\"publisher\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/#organization\"},\"alternateName\":\"ISZ.AI INSIGHTS\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/iszgroup.com\/insights\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/iszgroup.com\/insights\/#organization\",\"name\":\"ISZ GROUP\",\"alternateName\":\"ISZ.AI\",\"url\":\"https:\/\/iszgroup.com\/insights\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/iszgroup.com\/insights\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/ddd-1.png\",\"contentUrl\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/ddd-1.png\",\"width\":1012,\"height\":1012,\"caption\":\"ISZ GROUP\"},\"image\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/isz_ai\",\"https:\/\/linkedin.com\/company\/isz-ai\",\"https:\/\/www.youtube.com\/@iszgroup\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/iszgroup.com\/insights\/#\/schema\/person\/0db28bdeee92ba1e9628f4f7297003bb\",\"name\":\"ISZ GROUP\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/iszgroup.com\/insights\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/182d38e1b78300c5ea0f7232c75ed4f5c2bf99e20b5de6dfeb0989baffffe468?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/182d38e1b78300c5ea0f7232c75ed4f5c2bf99e20b5de6dfeb0989baffffe468?s=96&d=mm&r=g\",\"caption\":\"ISZ GROUP\"},\"description\":\"ISZ GROUP is a global technology company specializing in cutting-edge AI solutions that transform how businesses operate. Our mission is simple yet powerful: Transform your business with AI \u2014 simplifying work, enhancing decision-making, and creating new value.\",\"sameAs\":[\"https:\/\/blog.iszgroup.com\"],\"url\":\"https:\/\/iszgroup.com\/insights\/author\/chaotiinfo\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point - Artificial Intelligence Consulting | ISZ.AI INSIGHTS","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:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/","og_locale":"en_US","og_type":"article","og_title":"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point - Artificial Intelligence Consulting | ISZ.AI INSIGHTS","og_description":"After years of helping executives implement AI solutions, I&#8217;ve noticed a troubling pattern: most companies are solving for the wrong variable in customer service transformation. Wharton&#8217;s Christian Terwiesch recently highlighted something we&#8217;ve been seeing firsthand\u2014AI gets you 80% of the way, but that final 20% is where the real business impact lies. Yet most organizations [&hellip;]","og_url":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/","og_site_name":"Artificial Intelligence Consulting | ISZ.AI INSIGHTS","article_published_time":"2025-07-22T05:05:26+00:00","article_modified_time":"2025-07-22T05:05:27+00:00","og_image":[{"width":1536,"height":1024,"url":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png","type":"image\/png"}],"author":"ISZ GROUP","twitter_card":"summary_large_image","twitter_creator":"@isz_ai","twitter_site":"@isz_ai","twitter_misc":{"Written by":"ISZ GROUP","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#article","isPartOf":{"@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/"},"author":{"name":"ISZ GROUP","@id":"https:\/\/iszgroup.com\/insights\/#\/schema\/person\/0db28bdeee92ba1e9628f4f7297003bb"},"headline":"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point","datePublished":"2025-07-22T05:05:26+00:00","dateModified":"2025-07-22T05:05:27+00:00","mainEntityOfPage":{"@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/"},"wordCount":320,"commentCount":0,"publisher":{"@id":"https:\/\/iszgroup.com\/insights\/#organization"},"image":{"@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#primaryimage"},"thumbnailUrl":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png","keywords":["AI and Customer Service","Artificial Intelligence","Business Strategy","Customer Experience","Customer Satisfaction","Digital Transformation","Enterprise Solutions","Workflow Automation"],"articleSection":["AI Case Studies","AI Insights"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/","url":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/","name":"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point - Artificial Intelligence Consulting | ISZ.AI INSIGHTS","isPartOf":{"@id":"https:\/\/iszgroup.com\/insights\/#website"},"primaryImageOfPage":{"@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#primaryimage"},"image":{"@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#primaryimage"},"thumbnailUrl":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png","datePublished":"2025-07-22T05:05:26+00:00","dateModified":"2025-07-22T05:05:27+00:00","breadcrumb":{"@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#primaryimage","url":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png","contentUrl":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/9445b2aa-85cd-4b11-82bf-1452348ec968.png","width":1536,"height":1024,"caption":"AI and Customer Service, Business Consulting"},{"@type":"BreadcrumbList","@id":"https:\/\/iszgroup.com\/insights\/the-80-rule-why-your-customer-service-ai-strategy-might-be-missing-the-point\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/iszgroup.com\/insights\/"},{"@type":"ListItem","position":2,"name":"The 80% Rule: Why Your Customer Service AI Strategy Might Be Missing the Point"}]},{"@type":"WebSite","@id":"https:\/\/iszgroup.com\/insights\/#website","url":"https:\/\/iszgroup.com\/insights\/","name":"Artificial Intelligence Consulting | ISZ.AI INSIGHTS","description":"ISZ GROUP \u2014 Your AI Workflow Automation Partner for Smart Business","publisher":{"@id":"https:\/\/iszgroup.com\/insights\/#organization"},"alternateName":"ISZ.AI INSIGHTS","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/iszgroup.com\/insights\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/iszgroup.com\/insights\/#organization","name":"ISZ GROUP","alternateName":"ISZ.AI","url":"https:\/\/iszgroup.com\/insights\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/iszgroup.com\/insights\/#\/schema\/logo\/image\/","url":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/ddd-1.png","contentUrl":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/07\/ddd-1.png","width":1012,"height":1012,"caption":"ISZ GROUP"},"image":{"@id":"https:\/\/iszgroup.com\/insights\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/isz_ai","https:\/\/linkedin.com\/company\/isz-ai","https:\/\/www.youtube.com\/@iszgroup"]},{"@type":"Person","@id":"https:\/\/iszgroup.com\/insights\/#\/schema\/person\/0db28bdeee92ba1e9628f4f7297003bb","name":"ISZ GROUP","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/iszgroup.com\/insights\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/182d38e1b78300c5ea0f7232c75ed4f5c2bf99e20b5de6dfeb0989baffffe468?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/182d38e1b78300c5ea0f7232c75ed4f5c2bf99e20b5de6dfeb0989baffffe468?s=96&d=mm&r=g","caption":"ISZ GROUP"},"description":"ISZ GROUP is a global technology company specializing in cutting-edge AI solutions that transform how businesses operate. Our mission is simple yet powerful: Transform your business with AI \u2014 simplifying work, enhancing decision-making, and creating new value.","sameAs":["https:\/\/blog.iszgroup.com"],"url":"https:\/\/iszgroup.com\/insights\/author\/chaotiinfo\/"}]}},"_links":{"self":[{"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/posts\/166","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/comments?post=166"}],"version-history":[{"count":1,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/posts\/166\/revisions"}],"predecessor-version":[{"id":168,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/posts\/166\/revisions\/168"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/media\/167"}],"wp:attachment":[{"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/media?parent=166"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/categories?post=166"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/tags?post=166"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}