{"id":64095,"date":"2025-11-18T10:07:50","date_gmt":"2025-11-18T10:07:50","guid":{"rendered":"https:\/\/kepner-tregoe.com\/?p=64095"},"modified":"2026-06-03T08:16:26","modified_gmt":"2026-06-03T08:16:26","slug":"ai-implementation-strategy-starts-before-you-automate","status":"publish","type":"post","link":"https:\/\/kepner-tregoe.com\/fr\/blogs\/ai-implementation-strategy-starts-before-you-automate\/","title":{"rendered":"AI implementation strategy starts before you automate"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">We love speed. Fast food, fast broadband, fast decisions. But when it comes to an AI implementation strategy, speed without thinking is a recipe for disaster.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Just ask the bank that automated customer service with a\u00a0system\u00a0that\u00a0couldn\u2019t\u00a0resolve issues\u00a0due to\u00a0hidden\u00a0incompatibility.\u00a0Or the\u00a0Chevy\u00a0auto dealer\u00a0whose <a href=\"https:\/\/futurism.com\/the-byte\/car-dealership-ai\" target=\"_blank\" rel=\"noopener\">chatbot went off the rails<\/a> and, thanks to a little savvy exploitation, began offering cars for $1.\u00a0Or the warehouse that installed robotic pickers before fixing layout issues and ended up scaling chaos.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">According to <a href=\"https:\/\/mitsloan.mit.edu\/ideas-made-to-matter\/ethics-and-automation-what-to-do-when-workers-are-displaced\" target=\"_blank\" rel=\"noopener\">MIT Sloan<\/a>, AI implementation at the \u201clowest level of the pyramid\u201d uses technology \u201csolely to gain economic benefits by reducing human labor.\u201d Not only are these cost-based programs not socially conscious or human-centric, but they \u201c<em>often fail to deliver and can even be detrimental to business interests.<\/em>\u201c<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-signs-your-ai-implementation-strategy-is-off-track\">Signs your AI implementation strategy is off track<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">You might be automating the wrong thing if: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Your bot works flawlessly \u2013 on the wrong process<\/li>\n\n\n\n<li>You\u2019re solving the symptom, not the system<\/li>\n\n\n\n<li>Users avoid the new AI tools and just go back to spreadsheets because change is hard<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This isn\u2019t a tech problem. It\u2019s a thinking problem.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-enter-problem-analysis-the-pre-automation-power-tool\">Enter Problem Analysis: the pre-automation power tool<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Kepner-Tregoe\u2019s <a href=\"https:\/\/kepner-tregoe.com\/training\/self-paced-intro-to-problem-analysis\/\">Problem Analysis<\/a> helps teams design an AI implementation strategy that actually works by: <\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pinpointing the true root cause of process pain\u00a0<\/li>\n\n\n\n<li>Avoiding false starts and premature fixes<\/li>\n\n\n\n<li>Understanding variation and\u00a0impact\u00a0before change\u00a0<\/li>\n\n\n\n<li>Applying logic before launching bots, scripts, or tools\u00a0<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Don\u2019t digitize dysfunction. Fix\u00a0the\u00a0functional\u00a0flow\u00a0first.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-why-this-matters-now\">Why this matters now<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Automation budgets are up. Expectations are high. And tolerance for failure is low.\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The best time to slow down and think? Before you push \u201cdeploy.\u201d\u00a0Those who are determined to not miss the automation \u201cgold rush\u201d in performance improvements and cost savings are going to create tomorrow\u2019s problems today.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-before-you-launch-the-bot\">Before you launch the bot<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Ask:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>What problem are we solving? <\/li>\n\n\n\n<li>What else could be causing it? <\/li>\n\n\n\n<li>Have we verified the root cause? <\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Remember: Automation is a force multiplier. Make sure\u00a0it\u2019s\u00a0multiplying\u00a0the right thing.\u00a0<\/strong><\/p>\n\n\n\n<div class=\"wp-block-wsfirst-responsive-spacer responsive-spacer\" aria-hidden=\"true\"><div class=\"responsive-spacer-fullsize\" style=\"height:3.375rem\"><\/div><div class=\"responsive-spacer-tablet\" style=\"height:2.5625rem\"><\/div><div class=\"responsive-spacer-mobile\" style=\"height:1.6875rem\"><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading is-style-tagline\" id=\"h-explore-more-insights\">Explore more insights<\/h3>\n\n\n\n<ul class=\"wp-block-yoast-seo-related-links yoast-seo-related-links\">\n<li><a href=\"https:\/\/kepner-tregoe.com\/blogs\/ai-is-writing-memos-but-who-is-setting-the-strategy\/\">AI is writing memos \u2013 but who is setting the strategy?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/kepner-tregoe.com\/blogs\/ai-and-problem-solving-the-ongoing-role-of-humans-in-manufacturing-operations\/\">AI and problem solving: the ongoing role of humans in manufacturing operations<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/kepner-tregoe.com\/blogs\/is-machine-learning-a-game-changer-for-organizational-training\/\">Is machine learning a game changer for organizational training?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/kepner-tregoe.com\/blogs\/how-framing-the-action-can-help-you-manage-risk\">How framing the action can help you manage risk<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>We love speed. Fast food, fast broadband, fast decisions. But when it comes to an AI implementation strategy, speed without thinking is a recipe for disaster.\u00a0 Just ask the bank that automated customer service with a\u00a0system\u00a0that\u00a0couldn\u2019t\u00a0resolve issues\u00a0due to\u00a0hidden\u00a0incompatibility.\u00a0Or the\u00a0Chevy\u00a0auto dealer\u00a0whose chatbot went off the rails and, thanks to a little savvy exploitation, began offering cars [&hellip;]<\/p>\n","protected":false},"author":42,"featured_media":64103,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[25],"tags":[],"ppma_author":[88],"class_list":["post-64095","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI implementation strategy starts before you automate - Kepner-Tregoe<\/title>\n<meta name=\"description\" content=\"Successful AI implementation strategy requires clarity before code. Critical thinking helps organizations launch automation with confidence.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kepner-tregoe.com\/fr\/blogs\/ai-implementation-strategy-starts-before-you-automate\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI implementation strategy starts before you automate\" \/>\n<meta property=\"og:description\" content=\"Successful AI implementation strategy requires clarity before code. Critical thinking helps organizations launch automation with confidence.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kepner-tregoe.com\/fr\/blogs\/ai-implementation-strategy-starts-before-you-automate\/\" \/>\n<meta property=\"og:site_name\" content=\"Kepner-Tregoe\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-18T10:07:50+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-03T08:16:26+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kepner-tregoe.com\/wp-content\/uploads\/2025\/11\/build-a-smarter-ai-implementation-strategy.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"450\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Drew Marshall\" \/>\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:\\\/\\\/kepner-tregoe.com\\\/fr\\\/blogs\\\/ai-implementation-strategy-starts-before-you-automate\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/blogs\\\/ai-implementation-strategy-starts-before-you-automate\\\/\"},\"author\":{\"name\":\"\",\"@id\":\"\"},\"headline\":\"AI implementation strategy starts before you automate\",\"datePublished\":\"2025-11-18T10:07:50+00:00\",\"dateModified\":\"2026-06-03T08:16:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/blogs\\\/ai-implementation-strategy-starts-before-you-automate\\\/\"},\"wordCount\":421,\"publisher\":{\"@id\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/blogs\\\/ai-implementation-strategy-starts-before-you-automate\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kepner-tregoe.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/build-a-smarter-ai-implementation-strategy.webp\",\"articleSection\":[\"AI\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/blogs\\\/ai-implementation-strategy-starts-before-you-automate\\\/\",\"url\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/blogs\\\/ai-implementation-strategy-starts-before-you-automate\\\/\",\"name\":\"AI implementation strategy starts before you automate - Kepner-Tregoe\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/blogs\\\/ai-implementation-strategy-starts-before-you-automate\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kepner-tregoe.com\\\/fr\\\/blogs\\\/ai-implementation-strategy-starts-before-you-automate\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kepner-tregoe.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/build-a-smarter-ai-implementation-strategy.webp\",\"datePublished\":\"2025-11-18T10:07:50+00:00\",\"dateModified\":\"2026-06-03T08:16:26+00:00\",\"description\":\"Successful AI implementation strategy requires clarity before code. 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