O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? | TransNumerik<\/title>\r\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Inter:wght@400;600;700;800&display=swap\" rel=\"stylesheet\"><\/head><body style=\"margin:0\">\r\n\r\n\r\n<style>\r\n.tnb{--n:#012B43;--t:#1E92A0;font-family:'Inter','Segoe UI',Arial,sans-serif;color:#1d2b36;line-height:1.7;width:100%;overflow:hidden}\r\n.tnb *{box-sizing:border-box}\r\n.tnb a{text-decoration:none}\r\n.tnb-hero{position:relative;background:radial-gradient(circle at 85% 20%,rgba(30,146,160,.45),transparent 45%),linear-gradient(135deg,#012B43 0%,#023a5a 60%,#06506b 100%);color:#fff;padding:90px 24px 100px}\r\n.tnb-hero:before{content:\"\";position:absolute;inset:0;background-image:linear-gradient(rgba(255,255,255,.05) 1px,transparent 1px),linear-gradient(90deg,rgba(255,255,255,.05) 1px,transparent 1px);background-size:44px 44px;pointer-events:none}\r\n.tnb-wrap{max-width:1180px;margin:0 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img{display:block;width:100%;height:auto;border-radius:10px;box-shadow:20px 24px 50px rgba(0,0,0,.45);border:1px solid rgba(255,255,255,.15)}\r\n.tnb-next{padding:0 24px 90px}\r\n.tnb-nextbox{max-width:1180px;margin:0 auto;display:flex;justify-content:space-between;align-items:center;gap:30px;border:1px solid #E1EBEF;border-radius:22px;padding:34px 40px;background:#fff;transition:.25s}\r\n.tnb-nextbox:hover{border-color:#1E92A0;box-shadow:0 18px 40px rgba(1,43,67,.08)}\r\n.tnb-nextbox small{display:block;font-size:12px;letter-spacing:2px;font-weight:800;color:#1E92A0;text-transform:uppercase;margin-bottom:6px}\r\n.tnb-nextbox p{margin:0;font-size:21px;font-weight:800;color:#012B43;line-height:1.35}\r\n.tnb-arrow{flex:0 0 56px;height:56px;border-radius:50%;background:#012B43;color:#fff;display:flex;align-items:center;justify-content:center;font-size:22px}\r\n@media(max-width:960px){.tnb-hgrid,.tnb-ctabox{grid-template-columns:1fr}.tnb-vis{max-width:520px}.tnb-ctabox{padding:44px 28px;text-align:center}.tnb-cover{order:-1;max-width:210px;transform:none}}\r\n@media(max-width:720px){.tnb-hero{padding:64px 20px 70px}.tnb-grid{grid-template-columns:1fr}.tnb-card{padding:28px 22px}.tnb-sec{padding:60px 20px}.tnb-quote{font-size:19px;padding:24px}.tnb-step{gap:16px}.tnb-dot{flex:0 0 48px;height:48px;font-size:16px}.tnb-steps:before{left:23px}.tnb-nextbox{padding:26px 22px}.tnb-nextbox p{font-size:18px}.tnb-intro p{font-size:17px}}\r\n<\/style>\r\n<div class=\"tnb\"><section class=\"tnb-hero\"><div class=\"tnb-wrap tnb-hgrid\"><div>\r\n<div class=\"tnb-meta\"><span class=\"tnb-pill\">Artificial Intelligence<\/span><span class=\"tnb-pill\">October 20, 2026<\/span><\/div>\r\n<h1>Where does AI create? <span>genuinely valuable<\/span> within the company?<\/h1>\r\n<p class=\"tnb-lead\">Finance, HR, operations, IT, cybersecurity, executive management: discover where artificial intelligence can deliver the first measurable results within your organization.<\/p>\r\n<a class=\"tnb-btn\" href=\"#tnb-contenu\">Discover use cases <span aria-hidden=\"true\">\u2193<\/span><\/a>\r\n<div class=\"tnb-target\"><strong>CIBLE<\/strong>CEO \u2022 Deputy CEO \u2022 CIO \u2022 HR Director \u2022 Functional\/Business Directors<\/div><\/div>\r\n<div class=\"tnb-vis\"><svg viewbox=\"0 0 400 400\" role=\"img\" aria-label=\"Illustration IA\"><defs><radialgradient id=\"tg\"><stop offset=\"0\" stop-color=\"#5fd0db\"\/><stop offset=\"1\" stop-color=\"#1E92A0\"\/><\/radialgradient><\/defs><circle cx=\"200\" cy=\"200\" r=\"150\" fill=\"none\" stroke=\"rgba(255,255,255,.15)\" stroke-dasharray=\"4 6\"\/><circle cx=\"200\" cy=\"200\" r=\"95\" fill=\"none\" stroke=\"rgba(255,255,255,.1)\"\/><line x1=\"200\" y1=\"200\" x2=\"200\" y2=\"40\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"345\" y2=\"120\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"345\" y2=\"280\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"200\" y2=\"360\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"55\" y2=\"280\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"55\" y2=\"120\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><circle cx=\"200\" cy=\"200\" r=\"58\" fill=\"url(#tg)\"\/><circle cx=\"200\" cy=\"200\" r=\"70\" fill=\"none\" stroke=\"rgba(95,208,219,.4)\"><animate attributename=\"r\" values=\"62;84;62\" dur=\"4s\" repeatcount=\"indefinite\"\/><animate attributename=\"opacity\" values=\"1;0;1\" dur=\"4s\" repeatcount=\"indefinite\"\/><\/circle><text x=\"200\" y=\"212\" text-anchor=\"middle\" font-size=\"34\" font-weight=\"800\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">IA<\/text><rect x=\"154\" y=\"23\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"200\" y=\"45\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">Finance<\/text><rect x=\"299\" y=\"103\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"345\" y=\"125\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">RH<\/text><rect x=\"299\" y=\"263\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"345\" y=\"285\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">Operations<\/text><rect x=\"154\" y=\"343\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"200\" y=\"365\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">IT & SI<\/text><rect x=\"9\" y=\"263\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"55\" y=\"285\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">Cyber<\/text><rect x=\"9\" y=\"103\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"55\" y=\"125\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">Direction<\/text><\/svg><\/div><\/div><\/section>\r\n<section class=\"tnb-sec tnb-intro\" id=\"tnb-contenu\"><div class=\"tnb-read\">\r\n<p>Artificial Intelligence is now a core priority for many organizations. Yet, the most successful projects do not begin with technology. <strong>They begin with a clearly identified business need.<\/strong><\/p>\r\n<p>For leaders, the question is therefore not where to deploy AI across the board, but rather where it can deliver the first measurable results. To better understand this potential, let\u2019s examine how AI can tangibly create value within various departments of a company.<\/p>\r\n<div class=\"tnb-quote\">The real question is not \u201cwhere should we put AI?\u201d, but rather \u201cwhere can it create measurable value?\u201d<\/div><\/div><\/section>\r\n<section class=\"tnb-sec tnb-bg\"><div class=\"tnb-wrap\"><span class=\"tnb-kicker\">Use cases by department<\/span><h2 class=\"tnb-h2\">Six areas where AI creates value<\/h2>\r\n<p class=\"tnb-sub\">Each department can identify concrete, high-impact, and measurable opportunities.<\/p><div class=\"tnb-grid\"><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 3v18h18\"\/><path d=\"M7 15l4-4 3 3 6-6\"\/><\/svg><\/div><span class=\"tnb-num\">01<\/span><\/div><p class=\"tnb-dept\">Finance<\/p><h3>Accelerate analysis and make decision-making more reliable<\/h3><ul class=\"tnb-list\"><li>Analyze financial data more quickly<\/li><li>Produce summaries and reports<\/li><li>Detect certain anomalies<\/li><li>Improving forecasts<\/li><li>Facilitate the search for critical information<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>More time dedicated to analysis and decision-making.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"9\" cy=\"8\" r=\"3.5\"\/><path d=\"M2.5 20c0-3.6 2.9-6 6.5-6s6.5 2.4 6.5 6\"\/><circle cx=\"17.5\" cy=\"9\" r=\"2.5\"\/><path d=\"M17 14c2.6.2 4.5 2.3 4.5 5\"\/><\/svg><\/div><span class=\"tnb-num\">02<\/span><\/div><p class=\"tnb-dept\">Human Resources<\/p><h3>Simplifying the employee experience<\/h3><ul class=\"tnb-list\"><li>Generate and optimize job descriptions tailored for ATS (Applicant Tracking Systems)<\/li><li>Facilitate the integration of employees<\/li><li>Addressing recurring internal questions<\/li><li>Identify training needs<\/li><li>Quickly search for HR information<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>HR teams with more time available for tasks with high human value.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"12\" r=\"3\"\/><path d=\"M12 2v3M12 19v3M4.2 4.2l2.1 2.1M17.7 17.7l2.1 2.1M2 12h3M19 12h3M4.2 19.8l2.1-2.1M17.7 6.3l2.1-2.1\"\/><\/svg><\/div><span class=\"tnb-num\">03<\/span><\/div><p class=\"tnb-dept\">Operations<\/p><h3>Gagner en efficacit\u00e9<\/h3><ul class=\"tnb-list\"><li>Automate certain repetitive tasks<\/li><li>Identify recurring incidents<\/li><li>Analyze operational reports<\/li><li>Anticipate certain needs<\/li><li>Improve process monitoring<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>Reduced turnaround times and better operational quality.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"2\" y=\"4\" width=\"20\" height=\"13\" rx=\"2\"\/><path d=\"M8 21h8M12 17v4\"\/><\/svg><\/div><span class=\"tnb-num\">04<\/span><\/div><p class=\"tnb-dept\">IT and IS Support<\/p><h3>Modernizing user support<\/h3><ul class=\"tnb-list\"><li>Automatically qualify tickets<\/li><li>Direct users to the appropriate level of support<\/li><li>Direct users to the appropriate level of support<\/li><li>Reduce processing times<\/li><li>Improve the user experience<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>Faster support and IT teams refocused on strategic matters.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2l8 3v7c0 5-3.5 8.5-8 10-4.5-1.5-8-5-8-10V5l8-3z\"\/><path d=\"M9 12l2 2 4-4\"\/><\/svg><\/div><span class=\"tnb-num\">05<\/span><\/div><p class=\"tnb-dept\">Cybersecurity<\/p><h3>Strengthen detection and responsiveness<\/h3><ul class=\"tnb-list\"><li>Detect abnormal behaviors<\/li><li>Prioritize critical alerts<\/li><li>Strengthen security checks<\/li><li>Accelerate incident response<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>Une meilleure protection des donn\u00e9es et une r\u00e9duction des risques.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"3\" y=\"12\" width=\"4\" height=\"9\" rx=\"1\"\/><rect x=\"10\" y=\"7\" width=\"4\" height=\"14\" rx=\"1\"\/><rect x=\"17\" y=\"3\" width=\"4\" height=\"18\" rx=\"1\"\/><\/svg><\/div><span class=\"tnb-num\">06<\/span><\/div><p class=\"tnb-dept\">General Management<\/p><h3>Making faster decisions through data<\/h3><ul class=\"tnb-list\"><li>Generate executive summaries<\/li><li>Analyser les donn\u00e9es disponibles<\/li><li>Producing augmented dashboards<\/li><li>Identify trends and discrepancies<\/li><li>Facilitating decision support<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>Faster, better-informed decisions that are aligned with company priorities.<\/div><\/article><\/div><\/div><\/section>\r\n<section class=\"tnb-band\"><div class=\"tnb-wrap\"><p class=\"big\">AI does not need to start with a gigantic project.<\/p>\r\n<p class=\"small\">A suitable initial use case must, above all, address a real problem, rely on actionable data, and produce a measurable result.<\/p><\/div><\/section>\r\n<section class=\"tnb-sec\"><div class=\"tnb-read\"><span class=\"tnb-kicker\">Method<\/span><h2 class=\"tnb-h2\">How do you choose the right first use case?<\/h2>\r\n<p class=\"tnb-sub\">Before launching an AI project, ask yourself five questions:<\/p><ol class=\"tnb-steps\"><li class=\"tnb-step\"><div class=\"tnb-dot\">01<\/div><div class=\"tnb-sbox\"><strong>Need<\/strong><p>Is the business problem clearly identified?<\/p><\/div><\/li><li class=\"tnb-step\"><div class=\"tnb-dot\">02<\/div><div class=\"tnb-sbox\"><strong>Data<\/strong><p>Are the necessary data available and usable?<\/p><\/div><\/li><li class=\"tnb-step\"><div class=\"tnb-dot\">03<\/div><div class=\"tnb-sbox\"><strong>Measure<\/strong><p>Can the result be measured using a precise indicator?<\/p><\/div><\/li><li class=\"tnb-step\"><div class=\"tnb-dot\">04<\/div><div class=\"tnb-sbox\"><strong>Mastery<\/strong><p>Can the risks related to data, access, and usage be brought under control?<\/p><\/div><\/li><li class=\"tnb-step\"><div class=\"tnb-dot\">05<\/div><div class=\"tnb-sbox\"><strong>Sponsor<\/strong><p>Is a business sponsor committed?<\/p><\/div><\/li><\/ol><\/div><\/section>\r\n<section class=\"tnb-sec tnb-bg tnb-conc\"><div class=\"tnb-read\"><span class=\"tnb-kicker\">Conclusion<\/span><h2>AI creates value when it starts from the business.<\/h2>\r\n<p>AI creates value when it addresses a concrete business need. Whether in finance, HR, operations, IT, cybersecurity, or executive management, every department can identify high-impact opportunities. <strong>The key is to start with a use case that is realistic, measurable, and aligned with the company\u2019s priorities.<\/strong><\/p><\/div><\/section>\r\n<div style=\"height:80px;background:#F5F9FB\"><\/div>\r\n<section class=\"tnb-cta\"><div class=\"tnb-ctabox\"><div><span class=\"tnb-kicker\">AI Guide for CIOs<\/span><h2>Identify the priority use cases for your organization<\/h2>\r\n<p>Download our AI Guide for CIOs and identify the priority use cases for your organization.<\/p>\r\n<a class=\"tnb-btn w\" href=\"\/en\/guide-ia-6-usages-des-dsi-africains\/\">Download the AI \u200b\u200bGuide for CIOs <span aria-hidden=\"true\">\u2192<\/span><\/a><\/div>\r\n\r\n<a class=\"tnb-cover\" href=\"\/en\/guide-ia-6-usages-des-dsi-africains\/\">\r\n<img decoding=\"async\" src=\"https:\/\/transnumerik.com\/wp-content\/uploads\/2026\/10\/couverture-guide-ia-dsi-transnumerik.png\" alt=\"Couverture du Guide IA DSI \u2013 TransNumerik\" loading=\"lazy\">\r\n<\/a>\r\n<\/div><\/section>\r\n<section class=\"tnb-next\"><a class=\"tnb-nextbox\" href=\"#\"><div><small>Next article \u2022 October 27, 2026<\/small>\r\n<p>From experimentation to adoption: how to scale up with AI?<\/p><\/div><span class=\"tnb-arrow\" aria-hidden=\"true\">\u2192<\/span><\/a><\/section><\/div>\r\n\r\n<\/body><\/html>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? | TransNumerik Intelligence Artificielle20 octobre 2026 O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? Finance, RH, op\u00e9rations, IT, cybers\u00e9curit\u00e9, direction g\u00e9n\u00e9rale : d\u00e9couvrez o\u00f9 l\u2019intelligence artificielle peut produire les premiers r\u00e9sultats mesurables dans votre organisation. D\u00e9couvrir les cas d\u2019usage \u2193 CIBLEDG \u2022 DGA […]<\/p>\n","protected":false},"author":2,"featured_media":15268,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[48],"tags":[],"class_list":["post-16194","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"\n<title>O\u00f9 l'IA cr\u00e9e-t-elle r\u00e9ellement de la valeur | TransNumerik<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"O\u00f9 l'IA cr\u00e9e-t-elle r\u00e9ellement de la valeur | TransNumerik\" \/>\n<meta property=\"og:description\" content=\"O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? | TransNumerik Intelligence Artificielle20 octobre 2026 O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? Finance, RH, op\u00e9rations, IT, cybers\u00e9curit\u00e9, direction g\u00e9n\u00e9rale : d\u00e9couvrez o\u00f9 l\u2019intelligence artificielle peut produire les premiers r\u00e9sultats mesurables dans votre organisation. 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\n\t\t\t\t\tO\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? | TransNumerik<\/title>\r\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Inter:wght@400;600;700;800&display=swap\" rel=\"stylesheet\"><\/head><body style=\"margin:0\">\r\n\r\n\r\n<style>\r\n.tnb{--n:#012B43;--t:#1E92A0;font-family:'Inter','Segoe UI',Arial,sans-serif;color:#1d2b36;line-height:1.7;width:100%;overflow:hidden}\r\n.tnb *{box-sizing:border-box}\r\n.tnb a{text-decoration:none}\r\n.tnb-hero{position:relative;background:radial-gradient(circle at 85% 20%,rgba(30,146,160,.45),transparent 45%),linear-gradient(135deg,#012B43 0%,#023a5a 60%,#06506b 100%);color:#fff;padding:90px 24px 100px}\r\n.tnb-hero:before{content:\"\";position:absolute;inset:0;background-image:linear-gradient(rgba(255,255,255,.05) 1px,transparent 1px),linear-gradient(90deg,rgba(255,255,255,.05) 1px,transparent 1px);background-size:44px 44px;pointer-events:none}\r\n.tnb-wrap{max-width:1180px;margin:0 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img{display:block;width:100%;height:auto;border-radius:10px;box-shadow:20px 24px 50px rgba(0,0,0,.45);border:1px solid rgba(255,255,255,.15)}\r\n.tnb-next{padding:0 24px 90px}\r\n.tnb-nextbox{max-width:1180px;margin:0 auto;display:flex;justify-content:space-between;align-items:center;gap:30px;border:1px solid #E1EBEF;border-radius:22px;padding:34px 40px;background:#fff;transition:.25s}\r\n.tnb-nextbox:hover{border-color:#1E92A0;box-shadow:0 18px 40px rgba(1,43,67,.08)}\r\n.tnb-nextbox small{display:block;font-size:12px;letter-spacing:2px;font-weight:800;color:#1E92A0;text-transform:uppercase;margin-bottom:6px}\r\n.tnb-nextbox p{margin:0;font-size:21px;font-weight:800;color:#012B43;line-height:1.35}\r\n.tnb-arrow{flex:0 0 56px;height:56px;border-radius:50%;background:#012B43;color:#fff;display:flex;align-items:center;justify-content:center;font-size:22px}\r\n@media(max-width:960px){.tnb-hgrid,.tnb-ctabox{grid-template-columns:1fr}.tnb-vis{max-width:520px}.tnb-ctabox{padding:44px 28px;text-align:center}.tnb-cover{order:-1;max-width:210px;transform:none}}\r\n@media(max-width:720px){.tnb-hero{padding:64px 20px 70px}.tnb-grid{grid-template-columns:1fr}.tnb-card{padding:28px 22px}.tnb-sec{padding:60px 20px}.tnb-quote{font-size:19px;padding:24px}.tnb-step{gap:16px}.tnb-dot{flex:0 0 48px;height:48px;font-size:16px}.tnb-steps:before{left:23px}.tnb-nextbox{padding:26px 22px}.tnb-nextbox p{font-size:18px}.tnb-intro p{font-size:17px}}\r\n<\/style>\r\n<div class=\"tnb\"><section class=\"tnb-hero\"><div class=\"tnb-wrap tnb-hgrid\"><div>\r\n<div class=\"tnb-meta\"><span class=\"tnb-pill\">Artificial Intelligence<\/span><span class=\"tnb-pill\">October 20, 2026<\/span><\/div>\r\n<h1>Where does AI create? <span>genuinely valuable<\/span> within the company?<\/h1>\r\n<p class=\"tnb-lead\">Finance, HR, operations, IT, cybersecurity, executive management: discover where artificial intelligence can deliver the first measurable results within your organization.<\/p>\r\n<a class=\"tnb-btn\" href=\"#tnb-contenu\">Discover use cases <span aria-hidden=\"true\">\u2193<\/span><\/a>\r\n<div class=\"tnb-target\"><strong>CIBLE<\/strong>CEO \u2022 Deputy CEO \u2022 CIO \u2022 HR Director \u2022 Functional\/Business Directors<\/div><\/div>\r\n<div class=\"tnb-vis\"><svg viewbox=\"0 0 400 400\" role=\"img\" aria-label=\"Illustration IA\"><defs><radialgradient id=\"tg\"><stop offset=\"0\" stop-color=\"#5fd0db\"\/><stop offset=\"1\" stop-color=\"#1E92A0\"\/><\/radialgradient><\/defs><circle cx=\"200\" cy=\"200\" r=\"150\" fill=\"none\" stroke=\"rgba(255,255,255,.15)\" stroke-dasharray=\"4 6\"\/><circle cx=\"200\" cy=\"200\" r=\"95\" fill=\"none\" stroke=\"rgba(255,255,255,.1)\"\/><line x1=\"200\" y1=\"200\" x2=\"200\" y2=\"40\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"345\" y2=\"120\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"345\" y2=\"280\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"200\" y2=\"360\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"55\" y2=\"280\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><line x1=\"200\" y1=\"200\" x2=\"55\" y2=\"120\" stroke=\"rgba(95,208,219,.45)\" stroke-width=\"1.5\"\/><circle cx=\"200\" cy=\"200\" r=\"58\" fill=\"url(#tg)\"\/><circle cx=\"200\" cy=\"200\" r=\"70\" fill=\"none\" stroke=\"rgba(95,208,219,.4)\"><animate attributename=\"r\" values=\"62;84;62\" dur=\"4s\" repeatcount=\"indefinite\"\/><animate attributename=\"opacity\" values=\"1;0;1\" dur=\"4s\" repeatcount=\"indefinite\"\/><\/circle><text x=\"200\" y=\"212\" text-anchor=\"middle\" font-size=\"34\" font-weight=\"800\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">IA<\/text><rect x=\"154\" y=\"23\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"200\" y=\"45\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">Finance<\/text><rect x=\"299\" y=\"103\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"345\" y=\"125\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">RH<\/text><rect x=\"299\" y=\"263\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"345\" y=\"285\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">Operations<\/text><rect x=\"154\" y=\"343\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"200\" y=\"365\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">IT & SI<\/text><rect x=\"9\" y=\"263\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"55\" y=\"285\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">Cyber<\/text><rect x=\"9\" y=\"103\" width=\"92\" height=\"34\" rx=\"17\" fill=\"#012B43\" stroke=\"#1E92A0\"\/><text x=\"55\" y=\"125\" text-anchor=\"middle\" font-size=\"13\" font-weight=\"700\" fill=\"#fff\" font-family=\"Segoe UI,Arial\">Direction<\/text><\/svg><\/div><\/div><\/section>\r\n<section class=\"tnb-sec tnb-intro\" id=\"tnb-contenu\"><div class=\"tnb-read\">\r\n<p>Artificial Intelligence is now a core priority for many organizations. Yet, the most successful projects do not begin with technology. <strong>They begin with a clearly identified business need.<\/strong><\/p>\r\n<p>For leaders, the question is therefore not where to deploy AI across the board, but rather where it can deliver the first measurable results. To better understand this potential, let\u2019s examine how AI can tangibly create value within various departments of a company.<\/p>\r\n<div class=\"tnb-quote\">The real question is not \u201cwhere should we put AI?\u201d, but rather \u201cwhere can it create measurable value?\u201d<\/div><\/div><\/section>\r\n<section class=\"tnb-sec tnb-bg\"><div class=\"tnb-wrap\"><span class=\"tnb-kicker\">Use cases by department<\/span><h2 class=\"tnb-h2\">Six areas where AI creates value<\/h2>\r\n<p class=\"tnb-sub\">Each department can identify concrete, high-impact, and measurable opportunities.<\/p><div class=\"tnb-grid\"><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 3v18h18\"\/><path d=\"M7 15l4-4 3 3 6-6\"\/><\/svg><\/div><span class=\"tnb-num\">01<\/span><\/div><p class=\"tnb-dept\">Finance<\/p><h3>Accelerate analysis and make decision-making more reliable<\/h3><ul class=\"tnb-list\"><li>Analyze financial data more quickly<\/li><li>Produce summaries and reports<\/li><li>Detect certain anomalies<\/li><li>Improving forecasts<\/li><li>Facilitate the search for critical information<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>More time dedicated to analysis and decision-making.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"9\" cy=\"8\" r=\"3.5\"\/><path d=\"M2.5 20c0-3.6 2.9-6 6.5-6s6.5 2.4 6.5 6\"\/><circle cx=\"17.5\" cy=\"9\" r=\"2.5\"\/><path d=\"M17 14c2.6.2 4.5 2.3 4.5 5\"\/><\/svg><\/div><span class=\"tnb-num\">02<\/span><\/div><p class=\"tnb-dept\">Human Resources<\/p><h3>Simplifying the employee experience<\/h3><ul class=\"tnb-list\"><li>Generate and optimize job descriptions tailored for ATS (Applicant Tracking Systems)<\/li><li>Facilitate the integration of employees<\/li><li>Addressing recurring internal questions<\/li><li>Identify training needs<\/li><li>Quickly search for HR information<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>HR teams with more time available for tasks with high human value.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"12\" r=\"3\"\/><path d=\"M12 2v3M12 19v3M4.2 4.2l2.1 2.1M17.7 17.7l2.1 2.1M2 12h3M19 12h3M4.2 19.8l2.1-2.1M17.7 6.3l2.1-2.1\"\/><\/svg><\/div><span class=\"tnb-num\">03<\/span><\/div><p class=\"tnb-dept\">Operations<\/p><h3>Gagner en efficacit\u00e9<\/h3><ul class=\"tnb-list\"><li>Automate certain repetitive tasks<\/li><li>Identify recurring incidents<\/li><li>Analyze operational reports<\/li><li>Anticipate certain needs<\/li><li>Improve process monitoring<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>Reduced turnaround times and better operational quality.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"2\" y=\"4\" width=\"20\" height=\"13\" rx=\"2\"\/><path d=\"M8 21h8M12 17v4\"\/><\/svg><\/div><span class=\"tnb-num\">04<\/span><\/div><p class=\"tnb-dept\">IT and IS Support<\/p><h3>Modernizing user support<\/h3><ul class=\"tnb-list\"><li>Automatically qualify tickets<\/li><li>Direct users to the appropriate level of support<\/li><li>Direct users to the appropriate level of support<\/li><li>Reduce processing times<\/li><li>Improve the user experience<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>Faster support and IT teams refocused on strategic matters.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M12 2l8 3v7c0 5-3.5 8.5-8 10-4.5-1.5-8-5-8-10V5l8-3z\"\/><path d=\"M9 12l2 2 4-4\"\/><\/svg><\/div><span class=\"tnb-num\">05<\/span><\/div><p class=\"tnb-dept\">Cybersecurity<\/p><h3>Strengthen detection and responsiveness<\/h3><ul class=\"tnb-list\"><li>Detect abnormal behaviors<\/li><li>Prioritize critical alerts<\/li><li>Strengthen security checks<\/li><li>Accelerate incident response<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>Une meilleure protection des donn\u00e9es et une r\u00e9duction des risques.<\/div><\/article><article class=\"tnb-card\"><div class=\"tnb-top\"><div class=\"tnb-ico\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"#fff\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"3\" y=\"12\" width=\"4\" height=\"9\" rx=\"1\"\/><rect x=\"10\" y=\"7\" width=\"4\" height=\"14\" rx=\"1\"\/><rect x=\"17\" y=\"3\" width=\"4\" height=\"18\" rx=\"1\"\/><\/svg><\/div><span class=\"tnb-num\">06<\/span><\/div><p class=\"tnb-dept\">General Management<\/p><h3>Making faster decisions through data<\/h3><ul class=\"tnb-list\"><li>Generate executive summaries<\/li><li>Analyser les donn\u00e9es disponibles<\/li><li>Producing augmented dashboards<\/li><li>Identify trends and discrepancies<\/li><li>Facilitating decision support<\/li><\/ul><div class=\"tnb-res\"><strong>Result<\/strong>Faster, better-informed decisions that are aligned with company priorities.<\/div><\/article><\/div><\/div><\/section>\r\n<section class=\"tnb-band\"><div class=\"tnb-wrap\"><p class=\"big\">AI does not need to start with a gigantic project.<\/p>\r\n<p class=\"small\">A suitable initial use case must, above all, address a real problem, rely on actionable data, and produce a measurable result.<\/p><\/div><\/section>\r\n<section class=\"tnb-sec\"><div class=\"tnb-read\"><span class=\"tnb-kicker\">Method<\/span><h2 class=\"tnb-h2\">How do you choose the right first use case?<\/h2>\r\n<p class=\"tnb-sub\">Before launching an AI project, ask yourself five questions:<\/p><ol class=\"tnb-steps\"><li class=\"tnb-step\"><div class=\"tnb-dot\">01<\/div><div class=\"tnb-sbox\"><strong>Need<\/strong><p>Is the business problem clearly identified?<\/p><\/div><\/li><li class=\"tnb-step\"><div class=\"tnb-dot\">02<\/div><div class=\"tnb-sbox\"><strong>Data<\/strong><p>Are the necessary data available and usable?<\/p><\/div><\/li><li class=\"tnb-step\"><div class=\"tnb-dot\">03<\/div><div class=\"tnb-sbox\"><strong>Measure<\/strong><p>Can the result be measured using a precise indicator?<\/p><\/div><\/li><li class=\"tnb-step\"><div class=\"tnb-dot\">04<\/div><div class=\"tnb-sbox\"><strong>Mastery<\/strong><p>Can the risks related to data, access, and usage be brought under control?<\/p><\/div><\/li><li class=\"tnb-step\"><div class=\"tnb-dot\">05<\/div><div class=\"tnb-sbox\"><strong>Sponsor<\/strong><p>Is a business sponsor committed?<\/p><\/div><\/li><\/ol><\/div><\/section>\r\n<section class=\"tnb-sec tnb-bg tnb-conc\"><div class=\"tnb-read\"><span class=\"tnb-kicker\">Conclusion<\/span><h2>AI creates value when it starts from the business.<\/h2>\r\n<p>AI creates value when it addresses a concrete business need. Whether in finance, HR, operations, IT, cybersecurity, or executive management, every department can identify high-impact opportunities. <strong>The key is to start with a use case that is realistic, measurable, and aligned with the company\u2019s priorities.<\/strong><\/p><\/div><\/section>\r\n<div style=\"height:80px;background:#F5F9FB\"><\/div>\r\n<section class=\"tnb-cta\"><div class=\"tnb-ctabox\"><div><span class=\"tnb-kicker\">AI Guide for CIOs<\/span><h2>Identify the priority use cases for your organization<\/h2>\r\n<p>Download our AI Guide for CIOs and identify the priority use cases for your organization.<\/p>\r\n<a class=\"tnb-btn w\" href=\"\/en\/guide-ia-6-usages-des-dsi-africains\/\">Download the AI \u200b\u200bGuide for CIOs <span aria-hidden=\"true\">\u2192<\/span><\/a><\/div>\r\n\r\n<a class=\"tnb-cover\" href=\"\/en\/guide-ia-6-usages-des-dsi-africains\/\">\r\n<img decoding=\"async\" src=\"https:\/\/transnumerik.com\/wp-content\/uploads\/2026\/10\/couverture-guide-ia-dsi-transnumerik.png\" alt=\"Couverture du Guide IA DSI \u2013 TransNumerik\" loading=\"lazy\">\r\n<\/a>\r\n<\/div><\/section>\r\n<section class=\"tnb-next\"><a class=\"tnb-nextbox\" href=\"#\"><div><small>Next article \u2022 October 27, 2026<\/small>\r\n<p>From experimentation to adoption: how to scale up with AI?<\/p><\/div><span class=\"tnb-arrow\" aria-hidden=\"true\">\u2192<\/span><\/a><\/section><\/div>\r\n\r\n<\/body><\/html>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\r\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? | TransNumerik Intelligence Artificielle20 octobre 2026 O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? Finance, RH, op\u00e9rations, IT, cybers\u00e9curit\u00e9, direction g\u00e9n\u00e9rale : d\u00e9couvrez o\u00f9 l\u2019intelligence artificielle peut produire les premiers r\u00e9sultats mesurables dans votre organisation. D\u00e9couvrir les cas d\u2019usage \u2193 CIBLEDG \u2022 DGA […]<\/p>\n","protected":false},"author":2,"featured_media":15268,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[48],"tags":[],"class_list":["post-16194","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"yoast_head":"\n<title>O\u00f9 l'IA cr\u00e9e-t-elle r\u00e9ellement de la valeur | TransNumerik<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"O\u00f9 l'IA cr\u00e9e-t-elle r\u00e9ellement de la valeur | TransNumerik\" \/>\n<meta property=\"og:description\" content=\"O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? | TransNumerik Intelligence Artificielle20 octobre 2026 O\u00f9 l\u2019IA cr\u00e9e-t-elle r\u00e9ellement de la valeur dans l\u2019entreprise ? Finance, RH, op\u00e9rations, IT, cybers\u00e9curit\u00e9, direction g\u00e9n\u00e9rale : d\u00e9couvrez o\u00f9 l\u2019intelligence artificielle peut produire les premiers r\u00e9sultats mesurables dans votre organisation. 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