{"id":170,"date":"2025-09-07T08:27:51","date_gmt":"2025-09-07T01:27:51","guid":{"rendered":"https:\/\/iszgroup.com\/insights\/?p=170"},"modified":"2025-09-08T08:58:31","modified_gmt":"2025-09-08T01:58:31","slug":"beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market","status":"publish","type":"post","link":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/","title":{"rendered":"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market"},"content":{"rendered":"\n<p>What happens when the overall technology job market contracts, even as artificial intelligence remains the one area of expansion? For business leaders, this is not just a labor-market data point\u2014it is a structural signal about where value is concentrating and how organizations should recalibrate their workforce and innovation agendas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Paradox of Shrinking Supply and Selective Demand<\/h2>\n\n\n\n<p>Recent analysis shows that unemployment in IT dropped from 5.5% in July to 4.5% in August, with about 22,000 fewer IT workers unemployed. On the surface, this appears encouraging. Yet the reality is more complex: total job creation in the broader economy slowed to just 22,000 roles, and demand for many IT functions outside AI continues to shrink.<\/p>\n\n\n\n<p>This paradox\u2014lower unemployment but fewer opportunities\u2014reflects a market in transition. Companies are aggressively seeking AI specialists, but are slowing or freezing hiring in other areas such as infrastructure, enterprise systems, or legacy application management. The implication for executives is clear: talent mismatches, not absolute shortages, will define the next phase of technology leadership.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Strategic Risks: Hollowing Out Core Capabilities<\/h2>\n\n\n\n<p>The first risk is the hollowing out of essential IT capacity. While AI investment is critical, organizations cannot afford to under-resource cybersecurity, data governance, or integration expertise. These functions underpin resilience and regulatory compliance. A workforce strategy overly skewed to AI may leave enterprises exposed to operational fragility, vendor lock-in, and rising security vulnerabilities.<\/p>\n\n\n\n<p>Executives must therefore recognize that talent reallocation is not the same as talent replacement. Cutting too deeply into non-AI domains risks creating brittle organizations incapable of sustaining innovation at scale.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Opportunity Ahead: Workforce as a Strategic Differentiator<\/h2>\n\n\n\n<p>For leaders willing to rethink workforce strategy, the current market offers a unique opening. With fewer organizations hiring broadly in IT, there is greater access to experienced talent in functions often neglected in the shadow of AI. This creates an opportunity to rebalance teams: pairing AI specialists with system architects, domain experts, and risk professionals to create integrated value streams.<\/p>\n\n\n\n<p>The organizations that will lead are not those with the largest AI teams, but those that build <strong>complementary capability portfolios<\/strong>\u2014where AI amplifies, rather than substitutes, the core expertise of the enterprise.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Leadership Priorities: Building for Resilience and Advantage<\/h2>\n\n\n\n<p>Three priorities stand out for CIOs, CTOs, and CEOs:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Reframe Talent as a Portfolio, Not a Pipeline<\/strong><br>Treat technology talent like a balanced investment portfolio. Ensure resilience by holding strong positions in critical but unglamorous areas (security, integration, compliance) while growing high-return bets in AI.<\/li>\n\n\n\n<li><strong>Invest in Internal Reskilling<\/strong><br>The external AI talent market is thin and expensive. Executives should double down on internal reskilling, converting existing engineers and analysts into AI-capable professionals. This both protects institutional knowledge and reduces dependence on volatile hiring markets.<\/li>\n\n\n\n<li><strong>Align Talent Strategy with Business Transformation<\/strong><br>Too often, technology hiring follows hype cycles rather than business strategy. Leadership must anchor talent allocation directly to growth initiatives, customer experience, and risk priorities. The goal is not simply to chase AI, but to integrate it into differentiated business models.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">Looking Forward: Building the Next-Generation Technology Organization<\/h2>\n\n\n\n<p>The current job-market dynamics are a stress test for executive leadership. They force a fundamental question: are we building organizations that are merely AI-enabled, or are we building organizations that are resilient, adaptive, and strategically aligned for long-term advantage?<\/p>\n\n\n\n<p>The answer will not be found in chasing short-term hiring trends. It lies in designing workforce strategies that blend emerging capabilities with enduring strengths. Leaders who get this balance right will not only navigate the present contraction but also emerge with technology organizations built for the decade ahead.<\/p>\n\n\n\n<p>In the end, the future of competitive advantage is not about having the most AI talent\u2014it is about orchestrating the right talent mix to deliver sustainable, differentiated value.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What happens when the overall technology job market contracts, even as artificial intelligence remains the one area of expansion? For business leaders, this is not just a labor-market data point\u2014it is a structural signal about where value is concentrating and how organizations should recalibrate their workforce and innovation agendas. The Paradox of Shrinking Supply and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":173,"comment_status":"open","ping_status":"open","sticky":false,"template":"single-with-sidebar","format":"standard","meta":{"footnotes":""},"categories":[1,9],"tags":[45,43,46],"class_list":["post-170","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-insights","category-ai-trends-news","tag-ai-trends","tag-business-leadership","tag-business-strategy"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market - 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\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market - Artificial Intelligence Consulting | ISZ.AI INSIGHTS\" \/>\n<meta property=\"og:description\" content=\"What happens when the overall technology job market contracts, even as artificial intelligence remains the one area of expansion? For business leaders, this is not just a labor-market data point\u2014it is a structural signal about where value is concentrating and how organizations should recalibrate their workforce and innovation agendas. The Paradox of Shrinking Supply and [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/\" \/>\n<meta property=\"og:site_name\" content=\"Artificial Intelligence Consulting | ISZ.AI INSIGHTS\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-07T01:27:51+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-09-08T01:58:31+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"853\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\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=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/\"},\"author\":{\"name\":\"ISZ GROUP\",\"@id\":\"https:\/\/iszgroup.com\/insights\/#\/schema\/person\/0db28bdeee92ba1e9628f4f7297003bb\"},\"headline\":\"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market\",\"datePublished\":\"2025-09-07T01:27:51+00:00\",\"dateModified\":\"2025-09-08T01:58:31+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/\"},\"wordCount\":630,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/#organization\"},\"image\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg\",\"keywords\":[\"AI Trends\",\"Business Leadership\",\"Business Strategy\"],\"articleSection\":[\"AI Insights\",\"AI Trends &amp; News\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/\",\"url\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/\",\"name\":\"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market - Artificial Intelligence Consulting | ISZ.AI INSIGHTS\",\"isPartOf\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg\",\"datePublished\":\"2025-09-07T01:27:51+00:00\",\"dateModified\":\"2025-09-08T01:58:31+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#primaryimage\",\"url\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg\",\"contentUrl\":\"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg\",\"width\":1280,\"height\":853},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/iszgroup.com\/insights\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market\"}]},{\"@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":"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market - 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\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/","og_locale":"en_US","og_type":"article","og_title":"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market - Artificial Intelligence Consulting | ISZ.AI INSIGHTS","og_description":"What happens when the overall technology job market contracts, even as artificial intelligence remains the one area of expansion? For business leaders, this is not just a labor-market data point\u2014it is a structural signal about where value is concentrating and how organizations should recalibrate their workforce and innovation agendas. The Paradox of Shrinking Supply and [&hellip;]","og_url":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/","og_site_name":"Artificial Intelligence Consulting | ISZ.AI INSIGHTS","article_published_time":"2025-09-07T01:27:51+00:00","article_modified_time":"2025-09-08T01:58:31+00:00","og_image":[{"width":1280,"height":853,"url":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg","type":"image\/jpeg"}],"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":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#article","isPartOf":{"@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/"},"author":{"name":"ISZ GROUP","@id":"https:\/\/iszgroup.com\/insights\/#\/schema\/person\/0db28bdeee92ba1e9628f4f7297003bb"},"headline":"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market","datePublished":"2025-09-07T01:27:51+00:00","dateModified":"2025-09-08T01:58:31+00:00","mainEntityOfPage":{"@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/"},"wordCount":630,"commentCount":0,"publisher":{"@id":"https:\/\/iszgroup.com\/insights\/#organization"},"image":{"@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#primaryimage"},"thumbnailUrl":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg","keywords":["AI Trends","Business Leadership","Business Strategy"],"articleSection":["AI Insights","AI Trends &amp; News"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/","url":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/","name":"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market - Artificial Intelligence Consulting | ISZ.AI INSIGHTS","isPartOf":{"@id":"https:\/\/iszgroup.com\/insights\/#website"},"primaryImageOfPage":{"@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#primaryimage"},"image":{"@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#primaryimage"},"thumbnailUrl":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg","datePublished":"2025-09-07T01:27:51+00:00","dateModified":"2025-09-08T01:58:31+00:00","breadcrumb":{"@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#primaryimage","url":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg","contentUrl":"https:\/\/iszgroup.com\/insights\/wp-content\/uploads\/2025\/09\/Beyond-AI-Hiring-Rethinking-Technology-Talent-Strategy-in-a-Contracting-Market.jpeg","width":1280,"height":853},{"@type":"BreadcrumbList","@id":"https:\/\/iszgroup.com\/insights\/beyond-ai-hiring-rethinking-technology-talent-strategy-in-a-contracting-market\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/iszgroup.com\/insights\/"},{"@type":"ListItem","position":2,"name":"Beyond AI Hiring: Rethinking Technology Talent Strategy in a Contracting Market"}]},{"@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\/170","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=170"}],"version-history":[{"count":1,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/posts\/170\/revisions"}],"predecessor-version":[{"id":171,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/posts\/170\/revisions\/171"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/media\/173"}],"wp:attachment":[{"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/media?parent=170"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/categories?post=170"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/iszgroup.com\/insights\/wp-json\/wp\/v2\/tags?post=170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}