{"id":10661,"date":"2026-04-24T15:20:41","date_gmt":"2026-04-24T13:20:41","guid":{"rendered":"https:\/\/blog.der-digitalisierungsberater.de\/ai-without-a-plan-or-the-egg-laying-wool-milk-sow\/"},"modified":"2026-05-04T11:21:53","modified_gmt":"2026-05-04T09:21:53","slug":"ai-without-a-plan-or-the-egg-laying-wool-milk-sow","status":"publish","type":"post","link":"https:\/\/blog.der-digitalisierungsberater.de\/en\/ai-without-a-plan-or-the-egg-laying-wool-milk-sow\/","title":{"rendered":"AI without a plan, or the egg-laying wool-milk-sow"},"content":{"rendered":"<section class=\"l-section wpb_row height_medium\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>Digitalization and AI. Today\u2019s topic:<br \/>\nAI without a plan: from efficiency booster to chaos factor\u2014or are you currently creating your <em>\u201cegg-laying wool-milk-sow\u201d?<\/em> <\/strong><\/p>\n<p><strong>The illusion of the <em>\u201cperfect AI\u201d<\/em><\/strong><\/p>\n<p>Expectations of artificial intelligence are enormous: increase efficiency, reduce costs, automate processes, fill staffing gaps, establish new business models, etc., etc.<\/p>\n<p>But the reality in many companies usually looks very different:<\/p>\n<ul>\n<li>Tool chaos<\/li>\n<li>rising costs<\/li>\n<li>declining productivity<\/li>\n<li>complete lack of planning<\/li>\n<\/ul>\n<p>The reason is rarely the technology itself, but rather the lack of an overarching strategy.<\/p>\n<p>Because the self-proclaimed <strong><em>\u201cAI experts\u201d<\/em><\/strong> boast to the high heavens and often lead decision-makers down a short-term path to success that can look quite impressive at first glance.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-image style_shadow-1 align_center\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_19_10-1024x576.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_19_10-1024x576.png 1024w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_19_10-300x169.png 300w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_19_10-scaled.png 760w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\"><em>The famous egg-laying wool-milk-sow!<\/em><\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>The AI egg-laying wool-milk-sow<em>, or \u201cAI will solve all our problems.\u201d<\/em><\/strong><\/p>\n<p><em>\u201cFear is a poor advisor.\u201d<\/em>  A saying we all know. The fear of being left behind someday without AI fits perfectly\u2014and leads to a dangerous mindset: <\/p>\n<ul>\n<li>A sprawling tool landscape is supposed to do everything<\/li>\n<li>No clear specialization is apparent<\/li>\n<li>Overload for systems and people<\/li>\n<\/ul>\n<p><strong>Result:<\/strong> AI becomes the <strong><em>\u201cegg-laying wool-milk-sow\u201d<\/em><\/strong>: in theory everything is great, but in combination it does nothing properly in practice.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-image style_shadow-1 align_center\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_25_00-1024x683.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_25_00-1024x683.png 1024w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_25_00-300x200.png 300w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_25_00-scaled.png 760w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\">The AI-killer chaos of too many tools<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong> AI-killer chaos in the company<\/strong><\/p>\n<p>Without a clear strategy, this is exactly what happens:<\/p>\n<ul>\n<li>New tools are constantly being tested<\/li>\n<li>Teams use different systems<\/li>\n<li>Processes are optimized in fragmented ways<\/li>\n<\/ul>\n<p>Typical symptoms include:<\/p>\n<ul>\n<li>inefficient workflows<\/li>\n<li>duplicate work<\/li>\n<li>data inconsistency<\/li>\n<li>lack of scalability<\/li>\n<\/ul>\n<p>Especially critical: Many companies confuse <strong>using tools with AI-based digitalization<\/strong>.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-image style_shadow-1 align_center\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_27_51-1024x683.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_27_51-1024x683.png 1024w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_27_51-300x200.png 300w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_27_51-scaled.png 760w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\">The result: endless AI tools<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>The result: endless AI tool subscriptions<\/strong><\/p>\n<p>A factor that is often underestimated: <strong>cost explosion<\/strong><\/p>\n<ul>\n<li>10\u201320 tools in use in parallel<\/li>\n<li>monthly subscriptions add up and usually cannot even be calculated correctly<\/li>\n<li>no clear ROI\u2014if any at all\u2014<em>\u201cLong live gut feeling\u201d<\/em><\/li>\n<\/ul>\n<p>The result:<\/p>\n<ul>\n<li>rising fixed costs<\/li>\n<li>declining profitability<\/li>\n<li>lack of transparency<\/li>\n<\/ul>\n<p><strong>Classic mistake:<\/strong> tools are purchased before the use case is clear.<\/p>\n<p>The AI marriage seems very inexpensive at first, but the divorce is an expensive and time-consuming affair in the end\u2014especially if extensive integrations have already been implemented.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-image style_shadow-1 align_center\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_35_14-1024x683.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_35_14-1024x683.png 1024w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_35_14-300x200.png 300w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_35_14-scaled.png 760w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\">There is no meta-AI yet<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>The hard truth: the \u201cmeta-AI\u201d does not (yet) exist<\/strong><\/p>\n<p>Wouldn\u2019t it be fantastic if an AI automatically consolidated all other AIs into an overall analysis?<\/p>\n<p>That is why many people want an AI that automatically:<\/p>\n<ul>\n<li>analyzes all tools<\/li>\n<li>compares them<\/li>\n<li>assesses the costs<\/li>\n<li>selects the best solution for the respective business case<\/li>\n<li>shows how to integrate existing AI solutions into the new one<\/li>\n<\/ul>\n<p>But in reality, things look very different, because: <strong>This <em>\u201cmeta-AI\u201d<\/em> does not currently exist.<\/strong><\/p>\n<p>Why?<\/p>\n<ul>\n<li>too many dynamic tools<\/li>\n<li>different use cases<\/li>\n<li>lack of standardization<\/li>\n<\/ul>\n<p>What is the consequence? <strong>The strategic decision remains with the human.<\/strong><\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-image style_shadow-1 align_center\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_40_20-1024x683.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_40_20-1024x683.png 1024w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_40_20-300x200.png 300w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-19.-Apr.-2026-10_40_20-scaled.png 760w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\">The underestimated effort<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>The real effort: not the AI\u2014but everything around it<\/strong><\/p>\n<p>The biggest misconception: <em>\u201cAI automatically saves time\u201d<\/em><\/p>\n<p>In reality, this very often results in:<\/p>\n<ul>\n<li>significant testing effort<\/li>\n<li>constant tool switching<\/li>\n<li>update and learning effort<\/li>\n<\/ul>\n<p>The actual <em>\u201cinvisible effort\u201d<\/em> is:<\/p>\n<ul>\n<li>evaluating new tools<\/li>\n<li>projecting costs over X years<\/li>\n<li>integration<\/li>\n<li>training<\/li>\n<li>maintenance<\/li>\n<\/ul>\n<p>Insight: <strong>Overhead often grows faster than the benefits<\/strong>.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-image style_shadow-1 align_center\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-24.-Apr.-2026-15_15_47-1024x683.png\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-24.-Apr.-2026-15_15_47-1024x683.png 1024w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-24.-Apr.-2026-15_15_47-300x200.png 300w, https:\/\/blog.der-digitalisierungsberater.de\/wp-content\/uploads\/2026\/04\/ChatGPT-Image-24.-Apr.-2026-15_15_47-scaled.png 760w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\">AI needs to be planned<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>The solution: fewer tools, more strategy<\/strong><\/p>\n<p>The decisive shift in perspective. A rethink in decision-making is necessary. <\/p>\n<p>Not: <em>\u201cWhich AI is the best?\u201d<\/em> But: <em>\u201cWhich problem do I want to solve?\u201d<\/em><\/p>\n<p>&nbsp;<\/p>\n<p><strong>Practical framework for companies<\/strong><\/p>\n<p><em>\u201cIn the beginning, there was a plan\u201d<\/em> should really always be the motto. Only the right approach delivers lasting success with the corresponding positive consequences. This is the only way to ensure that the AI advantage in Department A does not become a disadvantage in Department B.  <\/p>\n<ol>\n<li><strong> Define the use case<\/strong><\/li>\n<\/ol>\n<ul>\n<li>Content production?<\/li>\n<li>SEO?<\/li>\n<li>Automation?<\/li>\n<\/ul>\n<ol start=\"2\">\n<li><strong> Limit the tool stack<\/strong><\/li>\n<\/ol>\n<ul>\n<li>At the start, max. 1\u20132 tools per area <\/li>\n<li>Then expand<\/li>\n<\/ul>\n<ol start=\"3\">\n<li><strong> Measure ROI<\/strong><\/li>\n<\/ol>\n<ul>\n<li>Time savings<\/li>\n<li>Output quality<\/li>\n<li>cost-benefit ratio<\/li>\n<\/ul>\n<ol start=\"4\">\n<li><strong> Prioritize integration<\/strong><\/li>\n<\/ol>\n<ul>\n<li>APIs<\/li>\n<li>Automation (Zapier \/ Make)<\/li>\n<\/ul>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><section class=\"l-section wpb_row height_medium width_full\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column us_custom_2da9e0f8\"><div class=\"wpb_wrapper\"><p style=\"text-align: center;\"><strong>Always be the first to receive the latest news, interviews, and expert articles? <\/strong><\/p>\n<p style=\"text-align: center;\"><div class=\"tnp tnp-subscription \">\n<form method=\"post\" action=\"https:\/\/blog.der-digitalisierungsberater.de\/wp-admin\/admin-ajax.php?action=tnp&amp;na=s\">\n<input type=\"hidden\" name=\"nlang\" value=\"en\">\n<div class=\"tnp-field tnp-field-email\"><label for=\"tnp-1\">E-Mail<\/label>\n<input class=\"tnp-email\" type=\"email\" name=\"ne\" id=\"tnp-1\" value=\"\" placeholder=\"\" required><\/div>\n<div class=\"tnp-field tnp-privacy-field\"><label><input type=\"checkbox\" name=\"ny\" required class=\"tnp-privacy\"> <a target=\"_blank\" href=\"https:\/\/blog.der-digitalisierungsberater.de\/datenschutzerklaerung\/\">Indem Du fortf\u00e4hrst, akzeptierst Du unsere Datenschutzerkl\u00e4rung.<\/a><\/label><\/div><div class=\"tnp-field tnp-field-button\" style=\"text-align: left\"><input class=\"tnp-submit\" type=\"submit\" value=\"Abonnieren\" style=\"\">\n<\/div>\n<\/form>\n<\/div><\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n<div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>Conclusion<\/strong><\/p>\n<p>AI is not a self-starter. Automating a little <em>\u201chere and there\u201d<\/em> and building dozens of isolated solutions can deliver selective\u2014albeit impressive\u2014results. In the end, however, without an overall concept, 1 + 1 may not equal 3, but in fact simply 1 again.  <\/p>\n<p>Because without a strategy, it becomes:<\/p>\n<ul>\n<li>complex<\/li>\n<li>expensive<\/li>\n<li>inefficient<\/li>\n<\/ul>\n<p><strong>With the right approach, it becomes a real competitive advantage<\/strong><\/p>\n<p>If you want to make AI a real success in your company, you should seek advice from process and AI experts and develop an appropriate strategy.<\/p>\n<p>That is exactly where I come in. Simply book a free initial appointment so we can identify the added value of working together. <\/p>\n<p>You can book an appointment via this link: https:\/\/www.der-digitalisierungsberater.de\/terminvereinbarung\/<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p>Image source: ChatGPT<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"Digitalization and AI. Today\u2019s topic: AI without a plan: from efficiency booster to chaos factor\u2014or are you currently creating your \u201cegg-laying wool-milk-sow\u201d? The illusion of the \u201cperfect AI\u201d Expectations of artificial intelligence are enormous: increase efficiency, reduce costs, automate processes, fill staffing gaps, establish new business models, etc., etc. But the reality in many companies...","protected":false},"author":2,"featured_media":10662,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[63,69,68],"tags":[65,64,66],"class_list":["post-10661","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitalization","category-ai","category-digital","tag-agile","tag-digitalization","tag-project-management"],"_links":{"self":[{"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/posts\/10661","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/comments?post=10661"}],"version-history":[{"count":4,"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/posts\/10661\/revisions"}],"predecessor-version":[{"id":10679,"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/posts\/10661\/revisions\/10679"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/media\/10662"}],"wp:attachment":[{"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/media?parent=10661"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/categories?post=10661"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.der-digitalisierungsberater.de\/en\/wp-json\/wp\/v2\/tags?post=10661"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}