{"id":6672,"date":"2026-10-20T08:41:54","date_gmt":"2026-10-20T08:41:54","guid":{"rendered":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/"},"modified":"2026-10-28T11:12:03","modified_gmt":"2026-10-28T11:12:03","slug":"are-you-buying-ai-tools-or-building-an-operational-ai-foundation","status":"publish","type":"insight","link":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/","title":{"rendered":"ARE YOU BUYING AI TOOLS OR BUILDING AN OPERATIONAL AI FOUNDATION?"},"content":{"rendered":"","protected":false},"featured_media":6676,"parent":0,"template":"","format":"standard","meta":{"_acf_changed":false},"insight-category":[19],"class_list":["post-6672","insight","type-insight","status-publish","format-standard","has-post-thumbnail","hentry","insight-category-artificial-intelligence"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Why Dealership AI Projects Stall, and What to Build Instead<\/title>\n<meta name=\"description\" content=\"Gartner expects over 40% of agentic AI projects to be canceled by 2027. See why connected data, governance and real payoff decide if dealership AI delivers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Why Dealership AI Projects Stall, and What to Build Instead\" \/>\n<meta property=\"og:description\" content=\"Gartner expects over 40% of agentic AI projects to be canceled by 2027. See why connected data, governance and real payoff decide if dealership AI delivers.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/\" \/>\n<meta property=\"og:site_name\" content=\"Pinewood North America\" \/>\n<meta property=\"article:modified_time\" content=\"2026-10-28T11:12:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pinewood.ai\/na\/wp-content\/uploads\/sites\/5\/2026\/10\/WebsiteThumbnails-Insights29.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"642\" \/>\n\t<meta property=\"og:image:height\" content=\"430\" \/>\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=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/resources\\\/insights\\\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\\\/\",\"url\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/resources\\\/insights\\\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\\\/\",\"name\":\"Why Dealership AI Projects Stall, and What to Build Instead\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/resources\\\/insights\\\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/resources\\\/insights\\\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/10\\\/WebsiteThumbnails-Insights29.jpg\",\"datePublished\":\"2026-10-20T08:41:54+00:00\",\"dateModified\":\"2026-10-28T11:12:03+00:00\",\"description\":\"Gartner expects over 40% of agentic AI projects to be canceled by 2027. See why connected data, governance and real payoff decide if dealership AI delivers.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/resources\\\/insights\\\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/pinewood.ai\\\/na\\\/resources\\\/insights\\\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/resources\\\/insights\\\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\\\/#primaryimage\",\"url\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/10\\\/WebsiteThumbnails-Insights29.jpg\",\"contentUrl\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/wp-content\\\/uploads\\\/sites\\\/5\\\/2026\\\/10\\\/WebsiteThumbnails-Insights29.jpg\",\"width\":642,\"height\":430},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/resources\\\/insights\\\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"ARE YOU BUYING AI TOOLS OR BUILDING AN OPERATIONAL AI FOUNDATION?\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/#website\",\"url\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/\",\"name\":\"Pinewood North America\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/pinewood.ai\\\/na\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Why Dealership AI Projects Stall, and What to Build Instead","description":"Gartner expects over 40% of agentic AI projects to be canceled by 2027. See why connected data, governance and real payoff decide if dealership AI delivers.","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:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/","og_locale":"en_US","og_type":"article","og_title":"Why Dealership AI Projects Stall, and What to Build Instead","og_description":"Gartner expects over 40% of agentic AI projects to be canceled by 2027. See why connected data, governance and real payoff decide if dealership AI delivers.","og_url":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/","og_site_name":"Pinewood North America","article_modified_time":"2026-10-28T11:12:03+00:00","og_image":[{"width":642,"height":430,"url":"https:\/\/pinewood.ai\/na\/wp-content\/uploads\/sites\/5\/2026\/10\/WebsiteThumbnails-Insights29.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/","url":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/","name":"Why Dealership AI Projects Stall, and What to Build Instead","isPartOf":{"@id":"https:\/\/pinewood.ai\/na\/#website"},"primaryImageOfPage":{"@id":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/#primaryimage"},"image":{"@id":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/#primaryimage"},"thumbnailUrl":"https:\/\/pinewood.ai\/na\/wp-content\/uploads\/sites\/5\/2026\/10\/WebsiteThumbnails-Insights29.jpg","datePublished":"2026-10-20T08:41:54+00:00","dateModified":"2026-10-28T11:12:03+00:00","description":"Gartner expects over 40% of agentic AI projects to be canceled by 2027. See why connected data, governance and real payoff decide if dealership AI delivers.","breadcrumb":{"@id":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/#primaryimage","url":"https:\/\/pinewood.ai\/na\/wp-content\/uploads\/sites\/5\/2026\/10\/WebsiteThumbnails-Insights29.jpg","contentUrl":"https:\/\/pinewood.ai\/na\/wp-content\/uploads\/sites\/5\/2026\/10\/WebsiteThumbnails-Insights29.jpg","width":642,"height":430},{"@type":"BreadcrumbList","@id":"https:\/\/pinewood.ai\/na\/resources\/insights\/are-you-buying-ai-tools-or-building-an-operational-ai-foundation\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/pinewood.ai\/na\/"},{"@type":"ListItem","position":2,"name":"ARE YOU BUYING AI TOOLS OR BUILDING AN OPERATIONAL AI FOUNDATION?"}]},{"@type":"WebSite","@id":"https:\/\/pinewood.ai\/na\/#website","url":"https:\/\/pinewood.ai\/na\/","name":"Pinewood North America","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/pinewood.ai\/na\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/pinewood.ai\/na\/wp-json\/wp\/v2\/insight\/6672","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pinewood.ai\/na\/wp-json\/wp\/v2\/insight"}],"about":[{"href":"https:\/\/pinewood.ai\/na\/wp-json\/wp\/v2\/types\/insight"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pinewood.ai\/na\/wp-json\/wp\/v2\/media\/6676"}],"wp:attachment":[{"href":"https:\/\/pinewood.ai\/na\/wp-json\/wp\/v2\/media?parent=6672"}],"wp:term":[{"taxonomy":"insight-category","embeddable":true,"href":"https:\/\/pinewood.ai\/na\/wp-json\/wp\/v2\/insight-category?post=6672"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}