{"id":491199,"date":"2025-12-09T09:33:53","date_gmt":"2025-12-09T09:33:53","guid":{"rendered":"https:\/\/www.mobileworldlive.com\/?post_type=commercialcontent&#038;p=491199"},"modified":"2025-12-24T09:33:28","modified_gmt":"2025-12-24T09:33:28","slug":"telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase","status":"publish","type":"commercialcontent","link":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/","title":{"rendered":"Telecom\u2019s Next Big Move: Scaling AI Beyond the Pilot Phase"},"content":{"rendered":"\n<p><strong>PARTNER CONTENT: AI is no longer a future consideration in telecom. From agent enablement to cybersecurity, most organizations have already begun integrating AI into their operations. Yet the path from adoption to transformation is far from straightforward.<\/strong><\/p>\n\n\n\n<p>For many telecoms, AI still lives in isolated pilots &#8211; technically successful but disconnected from broader business strategy. The question now isn\u2019t <em>if<\/em> AI should be pursued, but <em>how<\/em> it should be embedded into the enterprise in a way that delivers sustained value.<\/p>\n\n\n\n<p><strong>Scaling Is Still the Struggle<\/strong><\/p>\n\n\n\n<p>A recent AI roundtable Bounteous ran with senior telecom leaders surfaced a familiar issue: most AI programs are making progress, but few have scaled successfully.<\/p>\n\n\n\n<p>This finding aligns with recent research: 88% of telecom firms report expected better returns from AI initiatives. Yet only 12% are building engineered AI products. Most investment remains focused on embedded tools or team enablement &#8211; automating tasks, summarizing calls, or tagging sentiment.<\/p>\n\n\n\n<p>These wins are real, but they\u2019re not transformative. Without a strategy to scale, telecoms risk stopping at efficiency instead of driving growth.<\/p>\n\n\n\n<p><strong>Why Pilots Stall<\/strong><\/p>\n\n\n\n<p>Telecom organizations face two core blockers to AI scale: fragmented ownership and lack of strategic alignment.<\/p>\n\n\n\n<p>Our research found 50% of AI responsibility still sits with the CIO, while only a small portion of firms have cross-functional governance in place. This siloed ownership model makes it difficult to align AI initiatives with broader business goals.<\/p>\n\n\n\n<p>At the same time, AI efforts are often disconnected from KPIs that matter at the enterprise level. When automation delivers cost savings but no visibility into customer impact or revenue outcomes, the business case weakens over time.<\/p>\n\n\n\n<p>\u201cWe\u2019re automating the edges,\u201d one executive said during the roundtable, \u201cbut not transforming the core.\u201d<\/p>\n\n\n\n<p><strong>The Maturity Gap<\/strong><\/p>\n\n\n\n<p>Self-reported AI maturity varies widely across the sector. While 36% of telecom leaders consider their organizations \u201cexpert\u201d, 22% still place themselves at the beginner level &#8211; twice the cross-industry average.<\/p>\n\n\n\n<p>This divide reflects deeper operational challenges. In some firms, AI is fully embedded in workflows. In others, adoption remains inconsistent across teams or functions. Additionally, 15% of telecom leaders expressed low confidence in AI\u2019s impact, often citing limited training, poor cross-team collaboration, or concern about job displacement.<\/p>\n\n\n\n<p>These aren\u2019t technical problems &#8211; they\u2019re cultural and structural.<\/p>\n\n\n\n<p><strong>What\u2019s Working, and What Comes Next<\/strong><\/p>\n\n\n\n<p>The most effective telecom AI use cases today are not flashy, but focused:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enhancing billing accuracy through automation<\/li>\n\n\n\n<li>Real-time transcription and call summarization<\/li>\n\n\n\n<li>Triggering proactive workflows based on sentiment analysis<\/li>\n<\/ul>\n\n\n\n<p>These efforts succeed because they\u2019re well-scoped, measurable, and tied to real operational challenges. However, most remain department specific.<\/p>\n\n\n\n<p>The next step is scaling those capabilities across the organization. That requires:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Centralized AI ownership with cross-functional accountability<\/li>\n\n\n\n<li>Shared KPIs that link AI outcomes to business value<\/li>\n\n\n\n<li>Training programs that bring consistency and confidence to adoption<\/li>\n<\/ul>\n\n\n\n<p><strong>The Path Forward<\/strong><\/p>\n\n\n\n<p>Telecom firms are clearly moving in the right direction. Leaders are investing, experimenting, and learning. But transformation will only happen when AI is treated not as a toolset, but as a capability &#8211; owned strategically and built deliberately into the business model.<\/p>\n\n\n\n<p>The gap between early success and scalable impact is closing. The telecoms that move faster to align strategy, ownership, and outcomes will lead the next phase of industry innovation.<\/p>\n\n\n\n<p><em>By Sanjeev Kumar, Executive Vice President, General Manager, TMT &#8211; BOUNTEOUS<\/em><\/p>\n\n\n\n<p><strong>Sanjeev Kumar bio:<\/strong><\/p>\n\n\n\n<p>Sanjeev Kumar is Executive Vice President of Telecom &amp; Media at Bounteous, where he leads strategy, growth, and global delivery for clients across North America and EMEA. With more than 25 years of experience in the telecom and media industry, he advises enterprise leaders on driving transformation through AI, automation, platform modernization, and customer experience innovation.<\/p>\n\n\n\n<p>Sanjeev has worked with some of the world\u2019s largest telecom providers to navigate complex change, deliver measurable outcomes, and scale digital capabilities across the organization. He brings a pragmatic, forward-looking perspective to industry challenges and is a frequent contributor to conversations on how telecoms can move from experimentation to enterprise-wide impact.<\/p>\n\n\n\n<p><strong>Bounteous boiler plate:<\/strong><\/p>\n\n\n\n<p>Bounteous is a premier end-to-end digital transformation consultancy dedicated to partnering with ambitious brands to create digital solutions for today\u2019s complex challenges and tomorrow\u2019s opportunities.&nbsp;With uncompromising standards for technical and domain expertise, we deliver innovative and strategic solutions in Strategy, Analytics, Digital Engineering, Cloud, Data &amp; AI, Experience Design, Digital Experience Platforms, and Marketing. Our Co-Innovation methodology is a unique engagement model designed to align interests and accelerate value creation.&nbsp;Our clients worldwide benefit from the skills and expertise of over 5,000+ expert team members across the Americas, APAC, and EMEA. By partnering with leading technology providers, we craft transformative digital experiences that enhance customer engagement and drive business success. Discover more about our impactful work and expertise by visiting <a href=\"https:\/\/eur03.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flinks.uk.defend.egress.com%2FWarning%3FcrId%3D694a999b4167a55d90f7c266%26Domain%3Dgsma.com%26Threat%3DeNpzrShJLcpLzAEADmkDRA%253D%253D%26Lang%3Den%26Base64Url%3DeNrLKCkpKLbS1y8vL9dLyi_NK0nNLy3WS87P1QcAhpEJ3w%253D%253D%26%40OriginalLink%3Dwww.bounteous.com&amp;data=05%7C02%7Csburke%40gsma.com%7Cccdd1caa61d64fda2cbf08de42278840%7C72a4ff82fec3469daafbac8276216699%7C0%7C0%7C639020935097802362%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=9Vpo5kRkyKTjWbfqK0KGPQgaaPtEZahFEqLRCiwf1%2FQ%3D&amp;reserved=0\">www.bounteous.com<\/a>&nbsp;and following us on <a href=\"https:\/\/eur03.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flinks.uk.defend.egress.com%2FWarning%3FcrId%3D694a999b4167a55d90f7c266%26Domain%3Dgsma.com%26Threat%3DeNpzrShJLcpLzAEADmkDRA%253D%253D%26Lang%3Den%26Base64Url%3DeNrLKCkpKLbS1y8pzywpSS3SS87P1U_KL80rSc0vLQYApwsLXw%253D%253D%26%40OriginalLink%3Dtwitter.com&amp;data=05%7C02%7Csburke%40gsma.com%7Cccdd1caa61d64fda2cbf08de42278840%7C72a4ff82fec3469daafbac8276216699%7C0%7C0%7C639020935097813778%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=HTK2oEVyu9teIXj9E9i2oFDRBg%2FvbFIE2HHGdzsdShY%3D&amp;reserved=0\">X<\/a>, <a href=\"https:\/\/eur03.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flinks.uk.defend.egress.com%2FWarning%3FcrId%3D694a999b4167a55d90f7c266%26Domain%3Dgsma.com%26Threat%3DeNpzrShJLcpLzAEADmkDRA%253D%253D%26Lang%3Den%26Base64Url%3DeNrLKCkpKLbS1y8vL9fLyczLTk3JzNNLzs_VB-KCxLxK_aT80ryS1PzSYn0AZ7wQgg%253D%253D%26%40OriginalLink%3Dwww.linkedin.com&amp;data=05%7C02%7Csburke%40gsma.com%7Cccdd1caa61d64fda2cbf08de42278840%7C72a4ff82fec3469daafbac8276216699%7C0%7C0%7C639020935097825114%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=ug5QiRF7LOwPhVRjFHcIXpW4ahAIdcYmkC0MP4swJfM%3D&amp;reserved=0\">LinkedIn<\/a>, <a href=\"https:\/\/eur03.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flinks.uk.defend.egress.com%2FWarning%3FcrId%3D694a999b4167a55d90f7c266%26Domain%3Dgsma.com%26Threat%3DeNpzrShJLcpLzAEADmkDRA%253D%253D%26Lang%3Den%26Base64Url%3DeNoFwkEKACAIBMAf6b3flBhF1AZu-P2YGeSNopqZ0qt5A5YYtnLMmNHwDh0vPjeAD60%253D%26%40OriginalLink%3Dwww.facebook.com&amp;data=05%7C02%7Csburke%40gsma.com%7Cccdd1caa61d64fda2cbf08de42278840%7C72a4ff82fec3469daafbac8276216699%7C0%7C0%7C639020935097836541%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=I7zEnvKCeUoZRk1ldczhzTtxXuXuaMJMJbgLWfeFwyc%3D&amp;reserved=0\">Facebook<\/a>, and <a href=\"https:\/\/eur03.safelinks.protection.outlook.com\/?url=https%3A%2F%2Flinks.uk.defend.egress.com%2FWarning%3FcrId%3D694a999b4167a55d90f7c266%26Domain%3Dgsma.com%26Threat%3DeNpzrShJLcpLzAEADmkDRA%253D%253D%26Lang%3Den%26Base64Url%3DeNoFwkEOABAMBMAf6d1vENEeqNht-n2ZUfKiimRmsQO29douw7dQDYbucTg9IB9b-xBo%26%40OriginalLink%3Dwww.instagram.com&amp;data=05%7C02%7Csburke%40gsma.com%7Cccdd1caa61d64fda2cbf08de42278840%7C72a4ff82fec3469daafbac8276216699%7C0%7C0%7C639020935097853284%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&amp;sdata=zdqJXa1zeidq5wn02Z%2BCZSFW6PJZBZ%2FvIKFZKbnL1P8%3D&amp;reserved=0\">Instagram<\/a>.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>PARTNER CONTENT: AI is no longer a future consideration in telecom. From agent enablement to cybersecurity, most organizations have already <a class=\"more-link\" href=\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/\">Read more&#8230;<\/a><\/p>\n","protected":false},"author":49,"featured_media":490209,"template":"","categories":[14886921],"site-option":[14886877],"event-cat":[],"class_list":["post-491199","commercialcontent","type-commercialcontent","status-publish","has-post-thumbnail","hentry","category-ai-cloud"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.1 (Yoast SEO v26.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Telecom\u2019s Next Big Move: Scaling AI B... - Mobile World Live<\/title>\n<meta name=\"description\" content=\"The online communications hub for the global mobile industry\" \/>\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.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Telecom\u2019s Next Big Move: Scaling AI Beyond the Pilot Phase\" \/>\n<meta property=\"og:description\" content=\"PARTNER CONTENT: AI is no longer a future consideration in telecom. From agent enablement to cybersecurity, most organizations have already Read more...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/\" \/>\n<meta property=\"og:site_name\" content=\"Mobile World Live\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/MobileWorldLive\/\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-24T09:33:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2025\/11\/27111427\/H87236442726734.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"650\" \/>\n\t<meta property=\"og:image:height\" content=\"366\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@mobileworldlive\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/\",\"url\":\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/\",\"name\":\"Telecom\u2019s Next Big Move: Scaling AI Beyond the Pilot Phase - Mobile World Live\",\"isPartOf\":{\"@id\":\"https:\/\/www.mobileworldlive.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2025\/11\/27111427\/H87236442726734.jpg\",\"datePublished\":\"2025-12-09T09:33:53+00:00\",\"dateModified\":\"2025-12-24T09:33:28+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#primaryimage\",\"url\":\"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2025\/11\/27111427\/H87236442726734.jpg\",\"contentUrl\":\"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2025\/11\/27111427\/H87236442726734.jpg\",\"width\":650,\"height\":366,\"caption\":\"A city highway at dusk with blurred car lights showing motion. Overlaid digital network icons and lines illustrate connectivity and smart technology, symbolizing an interconnected, modern urban infrastructure. Tall buildings are visible in the background.\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.mobileworldlive.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Telecom\u2019s Next Big Move: Scaling AI Beyond the Pilot Phase\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.mobileworldlive.com\/#website\",\"url\":\"https:\/\/www.mobileworldlive.com\/\",\"name\":\"Mobile World Live\",\"description\":\"The online communications hub for the global mobile industry\",\"publisher\":{\"@id\":\"https:\/\/www.mobileworldlive.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.mobileworldlive.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.mobileworldlive.com\/#organization\",\"name\":\"Mobile World Live\",\"url\":\"https:\/\/www.mobileworldlive.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/www.mobileworldlive.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2023\/10\/03100527\/mobileWorldLive_squareLogo23.png\",\"contentUrl\":\"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2023\/10\/03100527\/mobileWorldLive_squareLogo23.png\",\"width\":266,\"height\":264,\"caption\":\"Mobile World Live\"},\"image\":{\"@id\":\"https:\/\/www.mobileworldlive.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/MobileWorldLive\/\",\"https:\/\/x.com\/mobileworldlive\",\"https:\/\/www.instagram.com\/mobileworldlive\/\",\"https:\/\/www.linkedin.com\/groups\/2148851\",\"https:\/\/www.youtube.com\/user\/MobileWorldLive\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Telecom\u2019s Next Big Move: Scaling AI B... - Mobile World Live","description":"The online communications hub for the global mobile industry","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.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/","og_locale":"en_GB","og_type":"article","og_title":"Telecom\u2019s Next Big Move: Scaling AI Beyond the Pilot Phase","og_description":"PARTNER CONTENT: AI is no longer a future consideration in telecom. From agent enablement to cybersecurity, most organizations have already Read more...","og_url":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/","og_site_name":"Mobile World Live","article_publisher":"https:\/\/www.facebook.com\/MobileWorldLive\/","article_modified_time":"2025-12-24T09:33:28+00:00","og_image":[{"width":650,"height":366,"url":"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2025\/11\/27111427\/H87236442726734.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_site":"@mobileworldlive","twitter_misc":{"Estimated reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/","url":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/","name":"Telecom\u2019s Next Big Move: Scaling AI Beyond the Pilot Phase - Mobile World Live","isPartOf":{"@id":"https:\/\/www.mobileworldlive.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#primaryimage"},"image":{"@id":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#primaryimage"},"thumbnailUrl":"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2025\/11\/27111427\/H87236442726734.jpg","datePublished":"2025-12-09T09:33:53+00:00","dateModified":"2025-12-24T09:33:28+00:00","breadcrumb":{"@id":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#primaryimage","url":"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2025\/11\/27111427\/H87236442726734.jpg","contentUrl":"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2025\/11\/27111427\/H87236442726734.jpg","width":650,"height":366,"caption":"A city highway at dusk with blurred car lights showing motion. Overlaid digital network icons and lines illustrate connectivity and smart technology, symbolizing an interconnected, modern urban infrastructure. Tall buildings are visible in the background."},{"@type":"BreadcrumbList","@id":"https:\/\/www.mobileworldlive.com\/telecoms-next-big-move-scaling-ai-beyond-the-pilot-phase\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.mobileworldlive.com\/"},{"@type":"ListItem","position":2,"name":"Telecom\u2019s Next Big Move: Scaling AI Beyond the Pilot Phase"}]},{"@type":"WebSite","@id":"https:\/\/www.mobileworldlive.com\/#website","url":"https:\/\/www.mobileworldlive.com\/","name":"Mobile World Live","description":"The online communications hub for the global mobile industry","publisher":{"@id":"https:\/\/www.mobileworldlive.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.mobileworldlive.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/www.mobileworldlive.com\/#organization","name":"Mobile World Live","url":"https:\/\/www.mobileworldlive.com\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/www.mobileworldlive.com\/#\/schema\/logo\/image\/","url":"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2023\/10\/03100527\/mobileWorldLive_squareLogo23.png","contentUrl":"https:\/\/assets.mobileworldlive.com\/wp-content\/uploads\/2023\/10\/03100527\/mobileWorldLive_squareLogo23.png","width":266,"height":264,"caption":"Mobile World Live"},"image":{"@id":"https:\/\/www.mobileworldlive.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/MobileWorldLive\/","https:\/\/x.com\/mobileworldlive","https:\/\/www.instagram.com\/mobileworldlive\/","https:\/\/www.linkedin.com\/groups\/2148851","https:\/\/www.youtube.com\/user\/MobileWorldLive"]}]}},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/commercialcontent\/491199","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/commercialcontent"}],"about":[{"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/types\/commercialcontent"}],"author":[{"embeddable":true,"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/users\/49"}],"version-history":[{"count":2,"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/commercialcontent\/491199\/revisions"}],"predecessor-version":[{"id":492075,"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/commercialcontent\/491199\/revisions\/492075"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/media\/490209"}],"wp:attachment":[{"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/media?parent=491199"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/categories?post=491199"},{"taxonomy":"site-option","embeddable":true,"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/site-option?post=491199"},{"taxonomy":"event-cat","embeddable":true,"href":"https:\/\/www.mobileworldlive.com\/wp-json\/wp\/v2\/event-cat?post=491199"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}