{"id":13845,"date":"2026-09-28T09:53:30","date_gmt":"2026-09-28T06:53:30","guid":{"rendered":"https:\/\/pikw.com\/?page_id=13845"},"modified":"2026-09-28T09:53:33","modified_gmt":"2026-09-28T06:53:33","slug":"business-intelligence","status":"publish","type":"page","link":"https:\/\/pikw.com\/ar\/business-intelligence\/","title":{"rendered":"\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644"},"content":{"rendered":"\n<style>\nbody.ipage .top_heading_out{display:none!important}body.ipage #main-content .site-content{width:100%;max-width:none;padding:0!important}body.ipage #main-content .site-content>.row{margin:0}body.ipage #main-content #main{width:100%;float:none;padding:0}body.ipage article[id^=\"post-\"]{margin:0}#ipage{--ink:#102f43;--night:#082739;--blue:#367f9b;--muted:#536d79;--paper:#f5f1e8;--mist:#eaf3f6;--orange:#ec782d;--rust:#91431c;--line:#c7d4d9;background:#fff;color:var(--ink);font:400 17px\/1.65 -apple-system,BlinkMacSystemFont,\"Segoe UI\",sans-serif;overflow:hidden}#ipage *{box-sizing:border-box}#ipage :where(h1,h2,h3,p,ol,ul){margin:0}#ipage :where(h1,h2,h3){font-family:Georgia,serif;font-weight:400;letter-spacing:-.04em}#ipage h1{font-size:clamp(51px,6.2vw,88px);line-height:.98}#ipage h2{font-size:clamp(35px,4.4vw,59px);line-height:1.06}#ipage h3{font-size:clamp(23px,2.2vw,30px);line-height:1.15}#ipage a{color:inherit}#ipage a:focus-visible{outline:3px solid var(--orange);outline-offset:4px}#ipage .iw{width:min(1160px,calc(100% - 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32px,1160px)}#ipage .isec{padding:67px 0}#ipage h1{font-size:clamp(45px,14vw,66px)}#ipage .ilead{font-size:17px}#ipage .iobject{padding-left:16px}#ipage .four,#ipage .decision{grid-template-columns:1fr}#ipage .four article,#ipage .four.dark article{border-left:0!important;border-top:1px solid var(--line)}#ipage .four article:first-child{border-top:0}#ipage .decision article+article{border-left:0;border-top:1px solid #426172}#ipage .notes{columns:1}}\n<\/style>\n<main id=\"ipage\">\n  <section class=\"ihero\"><div class=\"iw\"><div class=\"icrumb\"><a href=\"\/technology\/\">Technology<\/a> \/ <span>Business intelligence<\/span><\/div><div class=\"iheroGrid\"><div><span class=\"ik\">Business intelligence \u00b7 one of five concerns<\/span><h1>A dashboard is not a decision.<\/h1><p class=\"ilead\">Business intelligence becomes useful when evidence changes what a responsible person does next. The point is not more numbers. It is a clearer relationship between signal, action and consequence.<\/p><\/div><figure class=\"iobject\" aria-label=\"The four P route for Business intelligence\"><div class=\"iobjectHead\"><span>The same decision, four questions<\/span><span>Perspective \u2192 Practice<\/span><\/div><div class=\"iobjectCard\"><strong>A service team seeing response times rise<\/strong><p>The chart is a starting point. It does not explain whether demand, staffing, process or system behaviour changed.<\/p><\/div><div class=\"ipath\"><div>01<br>Perspective<\/div><div>02<br>Performance<\/div><div>03<br>Precision<\/div><div>04<br>Practice<\/div><\/div><\/figure><\/div><\/div><\/section>\n  <section class=\"isec white\"><div class=\"iw two\"><div><span class=\"ik\">01 \u00b7 Perspective<\/span><h2>Perspective asks what the evidence is for.<\/h2><\/div><div><p>Before adding a report, name the decision it should support. Different readers may need the same information at different speeds and levels of detail. A useful measure narrows attention without pretending to remove judgement.<\/p><p class=\"hook\">If no one can act on the signal, it is information\u2014not intelligence.<\/p><\/div><\/div><\/section>\n  <section class=\"isec mist\"><div class=\"iw\"><span class=\"ik\">02 \u00b7 Performance<\/span><h2>Performance is a chain from signal to action.<\/h2><p>A measure becomes operational when its owner can see a meaningful change, investigate its possible causes and take an authorised action. Good reporting makes the next question easier to ask.<\/p><div class=\"four\"><article><small>Signal<\/small><h3>Signal<\/h3><p>A change in demand, quality, cost, time or risk.<\/p><\/article><article><small>Work<\/small><h3>Context<\/h3><p>The denominator, time window, segment and source behind the change.<\/p><\/article><article><small>Consequence<\/small><h3>Action<\/h3><p>A decision someone is able and authorised to take.<\/p><\/article><article><small>Question<\/small><h3>Ask<\/h3><p>What did the measure cause us to do?<\/p><\/article><\/div><\/div><\/section>\n  <section class=\"isec blue\"><div class=\"iw\"><span class=\"ik\">03 \u00b7 Precision<\/span><h2>Precision protects evidence from false confidence.<\/h2><p>Define the measure, owner, source, refresh rate and acceptable range. Separate observation from interpretation. A shorter time or higher count is not automatically a better result.<\/p><div class=\"decision\"><article><small>Define before selecting<\/small><h3>Name the measure<\/h3><p>What exactly is counted, compared or excluded?<\/p><\/article><article><small>Accept before scaling<\/small><h3>Name the response<\/h3><p>What happens when the signal moves outside its expected range?<\/p><\/article><\/div><\/div><\/section>\n  <section class=\"isec close\"><div class=\"iw\"><span class=\"ik\">04 \u00b7 Practice<\/span><h2>Intelligence is practised when evidence travels into ordinary work.<\/h2><p>The right report reaches the right owner, at the right moment, with enough context to act. Feedback then improves the measure as well as the work it describes.<\/p><a href=\"\/practice\/\">Continue to Practice \u2192<\/a><\/div><\/section>\n  <section class=\"isec sources\"><div class=\"iw\"><div class=\"sourceIntro\"><div><span class=\"ik\">Sources and notes<\/span><h2>Read the basis, then test it in context.<\/h2><\/div><p>The sources describe management, risk, service and information practices. The page\u2019s language of signal, context and action is a practical synthesis.<\/p><\/div><ol class=\"notes\"><li><a href=\"https:\/\/www.iso.org\/standard\/65694.html\" target=\"_blank\" rel=\"noopener\">ISO 31000:2018<\/a> \u2014 monitoring and communication are part of risk management.<\/li><li><a href=\"https:\/\/www.iso.org\/standard\/70636.html\" target=\"_blank\" rel=\"noopener\">ISO\/IEC 20000-1:2018<\/a> \u2014 service management includes delivery, value and improvement.<\/li><li><a href=\"https:\/\/www.iso.org\/9001-2026\" target=\"_blank\" rel=\"noopener\">ISO 9001:2026<\/a> \u2014 performance evaluation informs continual improvement.<\/li><\/ol><\/div><\/section>\n<\/main>\n\n","protected":false},"excerpt":{"rendered":"<p>Technology \/ Business intelligence Business intelligence \u00b7 one of five concerns A dashboard is not a decision. Business intelligence becomes useful when evidence changes what a responsible person does next. &hellip; <\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[],"class_list":["post-13845","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Business Intelligence - PIKW \u2014 Project Intelligent Kuwait<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pikw.com\/ar\/business-intelligence\/\" \/>\n<meta property=\"og:locale\" content=\"ar_AR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Business Intelligence - PIKW \u2014 Project Intelligent Kuwait\" \/>\n<meta property=\"og:description\" content=\"Technology \/ Business intelligence Business intelligence \u00b7 one of five concerns A dashboard is not a decision. 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