{"id":566,"date":"2025-08-30T12:46:29","date_gmt":"2025-08-30T16:46:29","guid":{"rendered":"https:\/\/businessagility.education\/blog\/?p=566"},"modified":"2025-08-30T12:48:16","modified_gmt":"2025-08-30T16:48:16","slug":"ai-pilot-roi","status":"publish","type":"post","link":"https:\/\/businessagility.education\/blog\/ar\/ai-pilot-roi\/","title":{"rendered":"\u0627\u0644\u0639\u0627\u0626\u062f \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a \u0644\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a"},"content":{"rendered":"<p><strong>\u0644\u0627 \u062a\u0635\u0641\u0647\u0627 \u0628\u0627\u0644\u0641\u0634\u0644: \u0642\u0631\u0627\u0621\u0629 \u0641\u064a \"95% \u0644\u0637\u064a\u0627\u0631\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a\"<\/strong><\/p>\n\n\n\n<p>\u0625\u0630\u0627 \u0643\u0646\u062a \u0642\u062f 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\u062a\u062a\u062d\u0631\u0643 \u0641\u064a \u0627\u0644\u0623\u0634\u0647\u0631 1 \u0625\u0644\u0649 6<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0627\u0644\u0645\u0647\u0644\u0629 \u0627\u0644\u0632\u0645\u0646\u064a\u0629<\/strong> \u0645\u0646 \u0627\u0644\u0637\u0644\u0628 \u0625\u0644\u0649 \u0627\u0644\u0646\u062a\u064a\u062c\u0629<\/li>\n\n\n\n<li><strong>\u0627\u0644\u0625\u0646\u062a\u0627\u062c\u064a\u0629<\/strong> \u0641\u064a \u0627\u0644\u0623\u0633\u0628\u0648\u0639 \u0644\u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641<\/li>\n\n\n\n<li><strong>\u0645\u0639\u062f\u0644 \u0625\u0639\u0627\u062f\u0629 \u0627\u0644\u0639\u0645\u0644<\/strong> \u0648 <strong>\u0645\u0639\u062f\u0644 \u0627\u0644\u0627\u0633\u062a\u062b\u0646\u0627\u0621<\/strong><\/li>\n\n\n\n<li><strong>\u0645\u0639\u062f\u0644 \u0627\u0644\u062e\u0637\u0623 \u0627\u0644\u0647\u0627\u0631\u0628<\/strong> \u0648 <strong>\u0627\u062d\u062a\u0648\u0627\u0621 \u0627\u0644\u0639\u064a\u0648\u0628<\/strong><\/li>\n\n\n\n<li><strong>\u0627\u0644\u062a\u0628\u0646\u064a<\/strong>:: \u0627\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0645\u062f\u0639\u0648\u0645\u0629 \u0644\u0643\u0644 \u0645\u0633\u062a\u062e\u062f\u0645 \u0641\u064a \u0627\u0644\u064a\u0648\u0645 \u0627\u0644\u0648\u0627\u062d\u062f\u060c \u0627\u0644\u062f\u0642\u0627\u0626\u0642 \u0627\u0644\u0646\u0634\u0637\u0629 \u0641\u064a \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644<\/li>\n\n\n\n<li><strong>\u0648\u0636\u0639 \u0627\u0644\u0645\u062e\u0627\u0637\u0631\u0629<\/strong>:: \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0645 \u0627\u0644\u0625\u0628\u0644\u0627\u063a \u0639\u0646\u0647\u0627\u060c \u0648\u062a\u0642\u0644\u064a\u0644 \u0648\u0642\u062a \u0627\u0644\u0645\u0631\u0627\u062c\u0639\u0629<\/li>\n\n\n\n<li><strong>\u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/strong>:: \u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629\u060c \u0623\u0648 \u062d\u0644 \u0623\u0648\u0644 \u0627\u062a\u0635\u0627\u0644\u060c \u0623\u0648 \u062f\u0644\u062a\u0627 CSAT \u0623\u0648 NPS<\/li>\n<\/ul>\n\n\n\n<p>\u0625\u0630\u0627 \u062a\u062d\u0633\u0646\u062a \u0647\u0630\u0647 \u0627\u0644\u0625\u0634\u0627\u0631\u0627\u062a \u0648\u0638\u0644\u062a \u0645\u0633\u062a\u0642\u0631\u0629\u060c \u0641\u0625\u0646 \u0627\u0644\u0623\u0631\u0628\u0627\u062d \u0648\u0627\u0644\u062e\u0633\u0627\u0626\u0631 \u062a\u062a\u062d\u0631\u0643 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645 \u0628\u064a\u0646 \u0627\u0644\u0634\u0647\u0631\u064a\u0646 9 \u064818\u060c \u0648\u0647\u0648 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0630\u064a \u064a\u0628\u062f\u0623 \u0641\u064a\u0647 \u0627\u0644\u0645\u0642\u064a\u0627\u0633 \u0648\u064a\u0646\u062a\u0647\u064a \u0627\u0644\u0625\u0639\u062f\u0627\u062f.<\/p>\n\n\n\n<p><strong>\u0645\u0646 \u0627\u0644\u0645\u0633\u0631\u062d \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a \u0625\u0644\u0649 \u0648\u0627\u0642\u0639 \u0633\u064a\u0631 \u0627\u0644\u0639\u0645\u0644<\/strong><\/p>\n\n\n\n<p>\u0627\u0644\u0631\u0634\u0627\u0642\u0629 \u062a\u0641\u0636\u0644 <strong>\u062d\u0644\u0648\u0644 \u0627\u0644\u0639\u0645\u0644 \u0641\u064a \u0627\u0644\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629<\/strong> \u0639\u0644\u0649 \u0627\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0627\u0644\u0645\u0635\u0642\u0648\u0644\u0629 \u062b\u0644\u0627\u062b\u0629 \u062a\u062d\u0648\u0644\u0627\u062a \u0639\u0645\u0644\u064a\u0629 \u062a\u062d\u0648\u0651\u0644 \u0627\u0644\u0639\u0631\u0648\u0636 \u0627\u0644\u062a\u062c\u0631\u064a\u0628\u064a\u0629 \u0625\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u0642\u064a\u0645\u0629:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u062a\u0634\u0631\u064a\u062d \u0627\u0644\u0642\u064a\u0645\u0629<\/strong>:: \u0625\u0635\u062f\u0627\u0631 \u0634\u0631\u064a\u062d\u0629 \u0636\u064a\u0642\u0629 \u0648\u0634\u0627\u0645\u0644\u0629 \u062a\u0645\u0633 \u0646\u0638\u0627\u0645 \u0627\u0644\u0633\u062c\u0644 \u0648\u0645\u0633\u0627\u0631 \u0627\u0644\u0645\u0648\u0627\u0641\u0642\u0629.<\/li>\n\n\n\n<li><strong>\u062a\u0639\u0631\u064a\u0641 \u062c\u0627\u0647\u0632 \u0648\u062a\u0639\u0631\u064a\u0641 \u062a\u0645<\/strong>:: \u0644\u0627 \u064a\u062f\u062e\u0644 \u0623\u064a \u0639\u0645\u0644 \u0641\u064a \u0623\u064a \u0633\u0628\u0627\u0642 \u0633\u0631\u064a\u0639 \u0645\u0627 \u0644\u0645 \u064a\u0643\u0646 \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0642\u064a\u0648\u062f \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0646\u062c\u0627\u062d \u0648\u0627\u0636\u062d\u0629\u061b \u0648\u0644\u0627 \u064a\u062a\u0645 \u0625\u0646\u062c\u0627\u0632 \u0623\u064a \u0639\u0645\u0644 \u062d\u062a\u0649 \u064a\u062a\u0645 \u062a\u0641\u0639\u064a\u0644 \u0627\u0644\u0642\u064a\u0627\u0633 \u0639\u0646 \u0628\u064f\u0639\u062f \u0648\u0645\u0633\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u062f\u0642\u064a\u0642 \u0648\u0627\u0644\u062a\u0631\u0627\u062c\u0639.<\/li>\n\n\n\n<li><strong>\u062d\u0648\u0627\u062c\u0632 \u0627\u0644\u062d\u0645\u0627\u064a\u0629 \u0648\u0644\u064a\u0633 \u0627\u0644\u0628\u0648\u0627\u0628\u0627\u062a<\/strong>:: \u064a\u062c\u0644\u0633 \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0648\u0627\u0644\u0634\u0624\u0648\u0646 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0627\u0645\u062a\u062b\u0627\u0644 \u0641\u064a \u0645\u0631\u0627\u062c\u0639\u0627\u062a \u0623\u0633\u0628\u0648\u0639\u064a\u0629 \u0645\u0639 \u0627\u0644\u0645\u0646\u062a\u062c \u0648\u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a. \u0648\u0627\u0644\u0647\u062f\u0641 \u0645\u0646 \u0630\u0644\u0643 \u0647\u0648 \u062a\u0635\u0645\u064a\u0645 \u0627\u0641\u062a\u0631\u0627\u0636\u0627\u062a \u0622\u0645\u0646\u0629 \u062a\u062a\u064a\u062d \u0627\u0644\u062a\u062f\u0641\u0642\u060c \u0648\u0644\u064a\u0633 \u0625\u064a\u0642\u0627\u0641 \u0627\u0644\u0639\u0645\u0644 \u0645\u0624\u0642\u062a\u064b\u0627 \u062d\u062a\u0649 \u0627\u0646\u062a\u0647\u0627\u0621 \u0627\u0644\u0631\u0628\u0639.<\/li>\n<\/ol>\n\n\n\n<p><strong>\u0646\u0638\u0651\u0645 \u0644\u0644\u062a\u0639\u0644\u0645 \u0648\u0644\u064a\u0633 \u0644\u0644\u0628\u0637\u0648\u0644\u0629<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0645\u0627\u0644\u0643 \u0648\u0627\u062d\u062f\u060c \u0648\u0633\u064a\u0631 \u0639\u0645\u0644 \u0648\u0627\u062d\u062f\u060c \u0648\u0645\u0635\u062f\u0631 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u062d\u062f<\/strong> for the first slice. Reduce coordination drag.<\/li>\n\n\n\n<li><strong>Cross-functional team<\/strong>: product, operations, data, engineering, risk, and finance see the same board and the same metrics.<\/li>\n\n\n\n<li><strong>Limit WIP<\/strong>: stop starting and start finishing. Too many pilots create false positives and thin learning.<\/li>\n\n\n\n<li><strong>Weekly retros<\/strong>: surface blockers early, adjust scope, and rotate one small improvement per week into the Definition of Done.<\/li>\n<\/ul>\n\n\n\n<p><strong>The Right Scoreboard for Month Six<\/strong><\/p>\n\n\n\n<p>Executives should expect a <strong>two-line scorecard<\/strong> at the six-month mark:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Flow and quality<\/strong>: the leading metrics listed above with before-and-after deltas and stability bands.<\/li>\n\n\n\n<li><strong>Finance translation<\/strong>: hours avoided, error costs avoided, cycle time value released, revenue capture unlocked, risk reduction quantified. These are not GAAP yet. They are the audited trail that justifies scale.<\/li>\n<\/ol>\n\n\n\n<p>If the flow line is up and stable, and the finance translation is credible, scale. If not, stop or rescope. Either outcome is success because you learned at low cost.<\/p>\n\n\n\n<p><strong>Why the \u201c95%\u201d Headline Can Be True and Misleading<\/strong><\/p>\n\n\n\n<p>It can be true that most pilots did not show direct P&amp;L in six months. It can also be misleading if those pilots were not designed as agile experiments with explicit leading indicators, working slices, and weekly inspection. Agility does not promise instant profit. It promises faster truth. That is exactly what leaders need.<\/p>\n\n\n\n<p><strong>A Friendly Challenge to Colleagues<\/strong><\/p>\n\n\n\n<p>Before we declare the technology a failure, let us adopt an agility scoreboard and cadence. Write the hypothesis. Slice the value. Measure the flow. Invite Finance and Risk into the retro. Decide based on evidence. Then repeat.<\/p>\n\n\n\n<p><strong>Your turn<\/strong>: What is one flow metric you trust and one cadence habit that kept your pilot honest? Please <a href=\"https:\/\/www.linkedin.com\/pulse\/rethinking-how-we-define-ai-success-thomas-hormaza-dow-mujpe\/\" target=\"_blank\" rel=\"noreferrer noopener\">comment on our LinkedIn Article<\/a>!<\/p>\n\n\n\n<p>#StateofAI2025 #BusinessAgility #ContinuousImprovement #AIROI #ChangeManagement<\/p>","protected":false},"excerpt":{"rendered":"<p>Don\u2019t Call It a Failure: A Business-Agility Reading of the \u201c95% of AI Pilots\u201d Story If you have ever worked in PR or social, you know the feeling. We spent years debating ROI for activities that clearly mattered but did not fit neatly into last-click spreadsheets. Now we have a once-in-a-generation capability, and some are [&hellip;]<\/p>","protected":false},"author":1,"featured_media":567,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-566","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-agility"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Pilot ROI - Business Agility+AI<\/title>\n<meta name=\"description\" content=\"AI Pilot ROI, a clear indication that we\u2019re still learning how to measure what AI is actually doing inside organizations\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessagility.education\/blog\/ar\/ai-pilot-roi\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Pilot ROI - 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