{"id":48923,"date":"2026-03-03T11:00:25","date_gmt":"2026-03-03T10:00:25","guid":{"rendered":"https:\/\/alistar.net\/?p=48923"},"modified":"2026-10-02T09:37:48","modified_gmt":"2026-10-02T07:37:48","slug":"beyond-the-prompt","status":"publish","type":"post","link":"https:\/\/alistar.net\/en\/blog\/beyond-the-prompt\/","title":{"rendered":"Beyond the Prompt"},"content":{"rendered":"<h2 class=\"wp-block-heading\">Why the Best BI Solutions Will Still Need a Human Architect in 2026<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Then <strong>Microsoft Copilot<\/strong> for the first time in the <strong>Fabric Ecosystem<\/strong> When it was introduced, the conversation focused mainly on questions such as: <em>\u201cHow do I write a DAX measure?\u201d<\/em> or <em>\u201cCan you create this report for me?\u201d<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Fast forward to today, and we're past the novelty phase. If <strong>Senior BI Consultant at Alistar<\/strong> I've seen that while AI is indeed a tremendous catalyst, its true value lies not in replacing developers\u2014but in enhancing the entire BI lifecycle.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"903\" height=\"492\" src=\"https:\/\/alistar.net\/wp-content\/uploads\/2026\/03\/image-24.webp\" alt=\"\" class=\"wp-image-48924\" srcset=\"https:\/\/alistar.net\/wp-content\/uploads\/2026\/03\/image-24.webp 903w, https:\/\/alistar.net\/wp-content\/uploads\/2026\/03\/image-24-300x163.webp 300w, https:\/\/alistar.net\/wp-content\/uploads\/2026\/03\/image-24-768x418.webp 768w\" sizes=\"(max-width: 903px) 100vw, 903px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">If you want to go beyond basic automation and <strong>enterprise-grade data solutions<\/strong> If you want to build something, it's time to stop treating Copilot (or any other AI agent) like a search engine and start using it as a <strong>Technical Peer Reviewer<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Here's how we integrate AI into the modern Microsoft stack to <strong>better and more robust results<\/strong> to be delivered.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Modernizing the \u201cBlack Box\u201d of Legacy SQL: A Case Study<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Every organization has one: a <strong>A 1,000-line SQL stored procedure<\/strong>, written ten years ago, that handles a critical business process\u2014such as <em>Inventory Aging<\/em> or <em>Month-End Commissions<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It works \u201cjust like that,\u201d but it\u2019s a <strong>a black box that no one dares to touch<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We recently worked with a client to migrate such a \"black box\" from an outdated <strong>on-premises SQL Server<\/strong> toward a modern <strong>Microsoft Fabric environment<\/strong>. Here's how we used AI to achieve better results:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The Translation<\/strong><br>We used AI to analyze over 800 lines of nested logic. Within minutes, it identified a \u201chidden\u201d recursive loop that was causing the report to take three hours to run every morning.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Modernization<\/strong><br>Instead of simply copying the old code, we used AI to rewrite the logic into a Fabric Notebook using PySpark. This allowed us to move the processing from a single database engine to a distributed cloud environment.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The Alistar Touch<\/strong><br>Although the AI proposed the new code, our consultants discovered that the original logic did not take into account a return policy that had been updated in 2023.<br>So we didn't just modernize the technology; we also corrected the business logic.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The result<\/strong>:<br>A process that used to take 180 minutes is now completed in less than 12 minutes.<br>And for the first time in ten years, the customer has a clear and documented explanation of how their inventory calculation actually works.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">From Passive Dashboards to \u201cData Activator\u201d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In the past, BI was primarily <strong>reactive<\/strong>. We created reports that showed what had happened yesterday.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Today, we help organizations move toward <strong>Proactive BI<\/strong>, by combining AI with <strong>Data Activator<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Imagine a scenario in which data no longer passively sits on a dashboard waiting to be read, but actively takes action:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI helps identify patterns in your sales data<\/li>\n\n\n\n<li>Data Activator provides a <strong>\u201cReflex\u201d<\/strong> focus on these patterns<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The result<\/strong>:<br>The moment a <strong>A valuable customer stops placing orders<\/strong>, an alert is automatically sent to the sales lead via <strong>Teams<\/strong>\u2014even before the weekly report is generated at all.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Art of the Assignment: Beyond Simple Prompts<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If you ask a vague question, you\u2019ll usually get a general\u2014and often useless\u2014answer. The difference between a \u201ccool demo\u201d and an enterprise solution often lies in how you communicate with AI. That\u2019s why, at Alistar, we\u2019ve stopped simply \u201cchatting\u201d with AI. Instead, we work with context-rich commands.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is the framework we use to <strong>high-quality results<\/strong> to get.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u274c <strong>The \u201csearch engine\u201d approach (avoid)<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u201cHow do I write a DAX measure for year-over-year growth?\u201d<\/li>\n\n\n\n<li>\u201cSummarize this SQL script.\u201d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Questions like these are too open-ended. The AI knows your:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>table names<\/li>\n\n\n\n<li>filter logic<\/li>\n\n\n\n<li>performance requirements<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">No.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705<strong> The \u201cknowledgeable consultant\u201d approach (it actually works)<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To achieve better results, we provide <strong>context, role, and limitations<\/strong> too.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A good assignment might look something like this:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Role<\/strong><br>\u201cWork as a Senior Power BI Developer specializing in performance optimization.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Context<\/strong><br>\u201cI work in a Fabric Lakehouse. I have a Sales table (100 million rows) and a Date table. We use a non-standard fiscal year that begins in July.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Task<\/strong><br>\u201cCreate a DAX measure for year-over-year growth that continues to perform well when used in a matrix with three levels of hierarchy.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Constraints<\/strong><br>\u201cDo not use the CALCULATE function if a simpler iterator, such as SUMX, is more efficient in this case. Return the code with comments explaining the logic.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Why This Is Important<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">By adding constraints (such as fiscal years or table size), you can prevent the \u201challucinations\u201d that often plague simple prompts. You\u2019re not simply asking for code\u2014you\u2019re providing a technical specification. As a result, the AI-generated first draft is often ready for production even before 90%.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"903\" height=\"516\" src=\"https:\/\/alistar.net\/wp-content\/uploads\/2026\/03\/image-25.webp\" alt=\"\" class=\"wp-image-48925\" srcset=\"https:\/\/alistar.net\/wp-content\/uploads\/2026\/03\/image-25.webp 903w, https:\/\/alistar.net\/wp-content\/uploads\/2026\/03\/image-25-300x171.webp 300w, https:\/\/alistar.net\/wp-content\/uploads\/2026\/03\/image-25-768x439.webp 768w\" sizes=\"(max-width: 903px) 100vw, 903px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u201cHuman-in-the-Loop\u201d (the role of the consultant)<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Here's the plain truth: <strong>AI can be wrong with great conviction<\/strong>.<br>I've seen AI-generated DAX measures that look perfect but don't take into account non-standard tax calendars or specific tax jurisdictions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At Alistar, our added value lies not only in the <em>\u201cWriting the prompt\u201d<\/em>.<br>That's mainly in the <strong>verification layer<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We use AI to generate a first draft, but then draw on our years of experience to ensure that:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Performance<\/strong><br>The code will continue to work even if your data grows from 10,000 to 10 million rows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Governance<\/strong><br>Your data remains secure, compliant, and visible only to users with the appropriate permissions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Accuracy<\/strong><br>The numbers on the screen match the actual figures on your balance sheet.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The Alistar Perspective: Strategy Over Syntax<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The goal of Business Intelligence hasn't changed: we turn data into decisions. AI is simply the most powerful tool we've ever had in our toolkit. By automating routine tasks, we free up time to focus on what really matters:<br><strong>Helping organizations succeed with their data.<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Why the Best BI Solutions Will Still Need a Human Architect in 2026<\/p>","protected":false},"author":23,"featured_media":48917,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[27],"tags":[221,197,163,697],"industrie-type":[],"interesses":[],"techologie":[],"alistar_language":[],"class_list":["post-48923","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-nl","tag-ai","tag-bi","tag-microsoft-copilot","tag-microsoft-fabric"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Beyond the Prompt - Alistar<\/title>\n<meta name=\"description\" content=\"Waarom de beste BI-oplossingen in 2026 nog steeds een menselijke architect nodig hebben\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/alistar.net\/en\/blog\/beyond-the-prompt\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Beyond the Prompt - 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