{"id":9406,"date":"2026-02-20T08:24:06","date_gmt":"2026-02-20T07:24:06","guid":{"rendered":"https:\/\/www.trusteddecisions.com\/blog-new\/bi-biznesa-izlukosanas-definicija-no-datiem-lidz-pamatotiem-biznesa-lemumiem\/"},"modified":"2026-07-14T12:43:14","modified_gmt":"2026-07-14T10:43:14","slug":"bi-biznesa-izlukosanas-definicija-no-datiem-lidz-pamatotiem-biznesa-lemumiem","status":"publish","type":"blog-new","link":"https:\/\/www.trusteddecisions.com\/lv\/blog\/bi-biznesa-izlukosanas-definicija-no-datiem-lidz-pamatotiem-biznesa-lemumiem\/","title":{"rendered":"BI Biznesa izl\u016bko\u0161anas defin\u012bcija: no datiem l\u012bdz pamatotiem biznesa l\u0113mumiem"},"content":{"rendered":"\r\n<h2 class=\"wp-block-heading\">Svar\u012bg\u0101kie fakti \u012bsum\u0101<\/h2>\r\n\r\n\r\n\r\n<p>Biznesa izl\u016bko\u0161ana (BI) apraksta metodes, procesus un sist\u0113mas uz\u0146\u0113muma datu v\u0101k\u0161anai, anal\u012bzei un vizualiz\u0101cijai, lai var\u0113tu pie\u0146emt pamatotus biznesa l\u0113mumus. \u0160is termins radies kop\u0161 Hansa P\u0113tera L\u016bna (Hans Peter Luhn) laikiem, un tas ir att\u012bst\u012bjies no vienk\u0101r\u0161\u0101m p\u0101rskatu sist\u0113m\u0101m l\u012bdz integr\u0113tiem BI risin\u0101jumiem ar datu noliktavu, OLAP un uzlabotu anal\u012btiku.<\/p>\r\n\r\n\r\n\r\n<p>M\u016bsdienu biznesa izl\u016bko\u0161anas sist\u0113mas apvieno datu avotus no da\u017e\u0101d\u0101m uz\u0146\u0113muma jom\u0101m, struktur\u0113ti apstr\u0101d\u0101 lielus datu apjomus un sniedz inform\u0101ciju pane\u013cos, p\u0101rskatos vai pa\u0161apkalpo\u0161an\u0101s BI vid\u0113s. T\u0101d\u0113j\u0101di vad\u012bt\u0101jiem tiek rad\u012bta p\u0101rredzama l\u0113mumu pie\u0146em\u0161anas b\u0101ze.<\/p>\r\n\r\n\r\n\r\n<p>M\u016bsdien\u0101s uz\u0146\u0113mumiem BI vairs nav IT t\u0113ma, bet gan strat\u0113\u0123isks l\u0113mumu pie\u0146em\u0161anas komponents, jo \u012bpa\u0161i saist\u012bb\u0101 ar lielajiem datiem, biznesa anal\u012btiku un uz datiem balst\u012bt\u0101m strat\u0113\u0123ij\u0101m.<\/p>\r\n\r\n\r\n\r\n<p><style>.cta-container {\r\n            background-color: #455254;\r\n            padding: 50px 20px;\r\n            margin: 50px auto;\r\n            text-align: center;\r\n            border-radius: 10px;\r\n            max-width: 800px;\r\n            box-sizing: border-box;\r\n        }\r\n\r\n        .cta-title {\r\n            display: block; \/* Macht das span-Element block-level f\u00fcr richtige Zentrierung *\/\r\n            color: white;\r\n            font-weight: bold;\r\n            font-size: 25px;\r\n            line-height: 35px;\r\n            font-family: \"Open Sans\", -apple-system, \"system-ui\", \"Segoe UI\", Roboto, Oxygen-Sans, Ubuntu, Cantarell, \"Helvetica Neue\", sans-serif;\r\n            margin-bottom: 20px;\r\n        }\r\n\r\n        .cta-container p {\r\n            color: #ddd;\r\n            margin-bottom: 30px;\r\n        }\r\n\r\n        .cta-button {\r\n            background-color: #9A6700;\r\n            color: white;\r\n            padding: 14px 25px;\r\n            text-align: center;\r\n            text-decoration: none;\r\n            font-weight: bold;\r\n            display: inline-block;\r\n            border: none;\r\n            border-radius: 5px;\r\n            transition: background-color 0.5s ease; \/* Weicher \u00dcbergang f\u00fcr den Hover-Effekt *\/\r\n        }\r\n\r\n        .cta-button:hover {\r\n            background-image: linear-gradient(to right, #d29b2d, #b2821c); \/* Gradient-\u00dcbergang von der urspr\u00fcnglichen Farbe zu einer dunkleren *\/\r\n        }\r\n\r\n        @media (max-width: 600px) {\r\n            .cta-container {\r\n                padding: 30px 10px;\r\n                margin: 30px 10px;\r\n            }\r\n\r\n            .cta-title {\r\n                font-size: 20px;\r\n                line-height: 30px;\r\n            }\r\n\r\n            .cta-button {\r\n                padding: 10px 20px;\r\n            }\r\n        }\r\n    <\/style><\/p>\r\n<div class=\"cta-container\"><span class=\"cta-title\">Sie ben\u00f6tigen Unterst\u00fctzung?<\/span>\r\n<p>Vereinbaren Sie mit uns einen kostenfreien Beratungstermin.<\/p>\r\n<a class=\"cta-button\" href=\"https:\/\/kontakt.trusteddecisions.com\/kontakt\/\">Beratungstermin vereinbaren<\/a><\/div>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Ko noz\u012bm\u0113 Business Intelligence (BI)?<\/h2>\r\n\r\n\r\n\r\n<p>Biznesa izl\u016bko\u0161ana (BI) attiecas uz metod\u0113m, procesiem un tehnolo\u0123ij\u0101m sistem\u0101tiskai biznesa datu v\u0101k\u0161anai, apstr\u0101dei un anal\u012bzei, lai var\u0113tu pie\u0146emt pamatotus l\u0113mumus. T\u0101d\u0113j\u0101di bi biznesa inteli\u0123ences defin\u012bcija ir pla\u0161\u0101ka par vienk\u0101r\u0161u p\u0101rskatu snieg\u0161anu: runa ir ne tikai par datiem, bet ar\u012b par izmantojam\u0101m atzi\u0146\u0101m.<\/p>\r\n\r\n\r\n\r\n<p>\u0160o terminu pag\u0101ju\u0161\u0101 gadsimta 50. gados rad\u012bja Hanss Peters L\u016bns. Ja agr\u0101k biznesa izl\u016bko\u0161ana galvenok\u0101rt ietv\u0113ra periodiskus p\u0101rskatus, tad m\u016bsdienu biznesa izl\u016bko\u0161anas sist\u0113mas ir integr\u0113tas platformas, kas apvieno datus no da\u017e\u0101diem avotiem, analiz\u0113 tos un iesniedz piem\u0113rot\u0101 form\u0101. Biznesa izl\u016bko\u0161ana apvieno datu v\u0101k\u0161anu, datu uzglab\u0101\u0161anu, tie\u0161saistes anal\u012btisko apstr\u0101di (OLAP), datu ieguvi un modernu biznesa anal\u012btiku.<\/p>\r\n\r\n\r\n\r\n<p>M\u016bsdien\u0101s uz\u0146\u0113mumiem biznesa izl\u016bko\u0161ana galvenok\u0101rt noz\u012bm\u0113 vienu &#8211; p\u0101rredzam\u012bbu. BI sist\u0113ma rada struktur\u0113tu p\u0101rskatu par uz\u0146\u0113muma datiem, pal\u012bdz vad\u012bt\u0101jiem risin\u0101t strat\u0113\u0123iskus jaut\u0101jumus un nodro\u0161ina vad\u012bt\u0101jiem uzticamu pamatu l\u0113mumu pie\u0146em\u0161anai.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 30px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<!-- =========================================\r\n     TD INFOGRAFIK \u2013 BI System Architektur\r\n     ========================================= -->\r\n<p><style>.td-graphic-box {\r\n    --td-gold: #9E7D42;\r\n    --td-dark: #3C4B53;\r\n    --td-bg: #FFFFFF;\r\n    --td-item-bg: #F8F9FA;\r\n    --td-text: #555555;\r\n\r\n    background-color: var(--td-bg);\r\n    padding: 35px;\r\n    margin: 40px auto;\r\n    max-width: 900px;\r\n    border-top: 4px solid var(--td-gold);\r\n    box-shadow: 0 5px 20px rgba(0,0,0,0.06);\r\n    font-family: \"Open Sans\", sans-serif;\r\n  }\r\n\r\n  .td-flow {\r\n    display: flex;\r\n    flex-direction: column;\r\n    gap: 15px;\r\n  }\r\n\r\n  .td-step {\r\n    background: var(--td-item-bg);\r\n    padding: 15px;\r\n    border-left: 3px solid var(--td-gold);\r\n  }\r\n\r\n  .td-step strong {\r\n    display: block;\r\n    margin-bottom: 5px;\r\n    color: var(--td-dark);\r\n  }\r\n<\/style><\/p>\r\n<div class=\"td-graphic-box\">\r\n<h3 style=\"text-align: center; color: #3c4b53;\">Wie ein Business-Intelligence-System funktioniert<\/h3>\r\n<div class=\"td-flow\">\r\n<div class=\"td-step\"><strong>1. Datenquellen<\/strong>ERP, CRM, E-Mail-Systeme, Kunden- und Finanzdaten.<\/div>\r\n<div class=\"td-step\"><strong>2. Data Warehousing<\/strong>Zentrale Speicherung und Strukturierung der Unternehmensdaten.<\/div>\r\n<div class=\"td-step\"><strong>3. Analyse (OLAP &amp; Data Mining)<\/strong>Abfragen, Auswertung gro\u00dfer Datenmengen und Mustererkennung.<\/div>\r\n<div class=\"td-step\"><strong>4. Darstellung<\/strong>Dashboards, Berichte und Datenvisualisierungen f\u00fcr Manager und F\u00fchrungskr\u00e4fte.<\/div>\r\n<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Biznesa izl\u016bko\u0161anas m\u0113r\u0137i un ieguvumi uz\u0146\u0113mumiem<\/h2>\r\n\r\n\r\n\r\n<p>Biznesa izl\u016bko\u0161ana rada pamatu pamatotu biznesa l\u0113mumu pie\u0146em\u0161anai, padarot pieejamus attiec\u012bgos uz\u0146\u0113muma datus un struktur\u0113ti tos analiz\u0113jot. M\u0113r\u0137is ir no datiem ieg\u016bt ticamas zin\u0101\u0161anas, nevis tikai p\u0101rskatus. M\u016bsdien\u012bgi biznesa izl\u016bko\u0161anas risin\u0101jumi apvieno da\u017e\u0101dus avotus, samazina manu\u0101lo darbu un nodro\u0161ina konsekventu piek\u013cuvi darbiniekiem, vad\u012bt\u0101jiem un specializ\u0113taj\u0101m noda\u013c\u0101m.<\/p>\r\n\r\n\r\n\r\n<p>Uz\u0146\u0113m\u0113jdarb\u012bbas izl\u016bko\u0161anas priek\u0161roc\u012bbas ir \u012bpa\u0161i ac\u012bmredzamas strat\u0113\u0123iskaj\u0101 jom\u0101: tendences tiek atpaz\u012btas agr\u012bn\u0101 posm\u0101, p\u0101rdo\u0161anas att\u012bst\u012bba k\u013c\u016bst p\u0101rredzama un tiek apzin\u0101ts potenci\u0101ls. BI lietojumprogrammas atbalsta ne tikai kontroli, bet ar\u012b p\u0101rdo\u0161anu, iepirkumus, ra\u017eo\u0161anu un vad\u012bbu. Centraliz\u0113tas biznesa izl\u016bko\u0161anas sist\u0113mas rada vienotus galvenos r\u0101d\u012bt\u0101jus un vienotu datu b\u0101zi, kas ir b\u016btisks priek\u0161noteikums saska\u0146otu l\u0113mumu pie\u0146em\u0161anai.<\/p>\r\n\r\n\r\n\r\n<p>Vienlaikus biznesa izl\u016bko\u0161ana uzlabo darb\u012bbas p\u0101rvald\u012bbu. BI programmat\u016bra un BI r\u012bki nodro\u0161ina \u0101tru datu anal\u012bzi, elast\u012bgus piepras\u012bjumus un vizu\u0101lu prezent\u0101ciju pane\u013cos. Vad\u012bt\u0101ji saprotam\u0101 veid\u0101 sa\u0146em atbilsto\u0161us rezult\u0101tus, pa\u0161iem neiedzi\u013cinoties datu ieguves r\u012bkos vai sare\u017e\u0123\u012btos datu mode\u013cos. Datu zin\u0101tniekiem un anal\u012bti\u0137iem m\u016bsdienu biznesa izl\u016bko\u0161anas r\u012bki pied\u0101v\u0101 ar\u012b progres\u012bvas funkcijas lielu datu apjomu anal\u012bzei lielo datu anal\u012btikas kontekst\u0101.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">BI strat\u0113\u0123ija, pakalpojumu sniedz\u0113ji un funkcijas \u012bsum\u0101<\/h2>\r\n\r\n\r\n\r\n<p>Biznesa izl\u016bko\u0161ana piln\u012bb\u0101 realiz\u0113 savu potenci\u0101lu tikai skaidri defin\u0113tas BI strat\u0113\u0123ijas ietvaros. Ar atsevi\u0161\u0137iem biznesa izl\u016bko\u0161anas r\u012bkiem vai izol\u0113tiem BI programmat\u016bras risin\u0101jumiem nepietiek, ja nav noteikti m\u0113r\u0137i, p\u0101rvald\u012bba un atbild\u012bba. Efekt\u012bva BI strat\u0113\u0123ija nosaka, kuras uz\u0146\u0113muma jomas ir iesaist\u012btas, kuri galvenie r\u0101d\u012bt\u0101ji ir strat\u0113\u0123iski svar\u012bgi un k\u0101 biznesa izl\u016bko\u0161ana sistem\u0101tiski veicina apgroz\u012bjuma, pe\u013c\u0146as un p\u0101rredzam\u012bbas palielin\u0101\u0161anu.<\/p>\r\n\r\n\r\n\r\n<p>Tirg\u016b ir daudz biznesa izl\u016bko\u0161anas risin\u0101jumu sniedz\u0113ju &#8211; no specializ\u0113tiem BI r\u012bkiem l\u012bdz integr\u0113t\u0101m platform\u0101m no lieliem programmat\u016bras uz\u0146\u0113mumiem, piem\u0113ram, SAP. Tom\u0113r izv\u0113le nav j\u0101balsta galvenok\u0101rt uz funkciju kl\u0101stu vai z\u012bmola atpaz\u012bstam\u012bbu, bet gan uz strat\u0113\u0123isko atbilst\u012bbu. Iz\u0161\u0137iro\u0161ie faktori ir t\u0101das funkcijas k\u0101 datu integr\u0101cija, m\u0113rogojam\u012bba, pa\u0161apkalpo\u0161an\u0101s funkcionalit\u0101te, vizualiz\u0101cijas iesp\u0113jas un integr\u0101cija eso\u0161aj\u0101s IT arhitekt\u016br\u0101s.<\/p>\r\n\r\n\r\n\r\n<p>Profesion\u0101li ieviesta biznesa izl\u016bko\u0161anas sist\u0113ma apvieno tehnisko veiktsp\u0113ju ar skaidru vad\u012bbas noz\u012bmi. Vad\u012bt\u0101jiem nav nepiecie\u0161ami atsevi\u0161\u0137i inform\u0101cijas pane\u013ci, bet gan konsekvents pamats l\u0113mumu pie\u0146em\u0161anai. Tie\u0161i ar to strat\u0113\u0123iski \u012bstenota biznesa izl\u016bko\u0161anas sist\u0113ma at\u0161\u0137iras no t\u012bri tehniskiem p\u0101rskatu snieg\u0161anas risin\u0101jumiem: T\u0101 ir neat\u0146emama uz\u0146\u0113muma vad\u012bbas sast\u0101vda\u013ca.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<!-- =========================================\r\n     TD KPI BOX \u2013 Erfolgsfaktoren einer BI-Strategie\r\n     ========================================= -->\r\n<p><style>.td-kpi-box {\r\n    --td-gold: #9E7D42;\r\n    --td-dark: #3C4B53;\r\n    --td-bg: #FFFFFF;\r\n    --td-item-bg: #F8F9FA;\r\n    --td-text: #555555;\r\n\r\n    background-color: var(--td-bg);\r\n    color: var(--td-text);\r\n    font-family: \"Open Sans\", \"Segoe UI\", sans-serif;\r\n    padding: 35px;\r\n    margin: 40px auto;\r\n    max-width: 900px;\r\n    border-top: 4px solid var(--td-gold);\r\n    box-shadow: 0 5px 20px rgba(0,0,0,0.06);\r\n    position: relative;\r\n  }\r\n\r\n  .td-kpi-header {\r\n    display: flex;\r\n    align-items: center;\r\n    margin-bottom: 18px;\r\n    justify-content: center;\r\n  }\r\n\r\n  .td-kpi-header h3 {\r\n    color: var(--td-dark);\r\n    margin: 0;\r\n    font-size: 1.25rem;\r\n    font-weight: 700;\r\n    text-transform: uppercase;\r\n    letter-spacing: 0.5px;\r\n  }\r\n\r\n  .td-kpi-icon {\r\n    color: var(--td-gold);\r\n    margin-right: 15px;\r\n    display: flex;\r\n    align-items: center;\r\n  }\r\n\r\n  .td-cta-text {\r\n    margin: 0 0 22px 0;\r\n    font-size: 0.98rem;\r\n    line-height: 1.6;\r\n    color: var(--td-text);\r\n    text-align: center;\r\n  }\r\n\r\n  .td-kpi-grid {\r\n    display: flex;\r\n    flex-direction: column;\r\n    gap: 20px;\r\n  }\r\n\r\n  .td-kpi-card {\r\n    background-color: var(--td-item-bg);\r\n    padding: 20px;\r\n    border-left: 3px solid var(--td-gold);\r\n    transition: transform 0.2s ease, box-shadow 0.2s ease;\r\n    box-sizing: border-box;\r\n  }\r\n\r\n  .td-kpi-card:hover {\r\n    transform: translateY(-3px);\r\n    box-shadow: 0 8px 15px rgba(0,0,0,0.08);\r\n    background-color: #fff;\r\n  }\r\n\r\n  .td-kpi-card strong {\r\n    display: block;\r\n    color: var(--td-dark);\r\n    font-size: 0.95rem;\r\n    text-transform: uppercase;\r\n    margin-bottom: 8px;\r\n    font-weight: 700;\r\n  }\r\n\r\n  .td-kpi-card p {\r\n    margin: 0;\r\n    font-size: 0.9rem;\r\n    line-height: 1.5;\r\n    color: var(--td-text);\r\n  }\r\n\r\n  @media (max-width: 768px) {\r\n    .td-kpi-box { padding: 20px; }\r\n    .td-kpi-header { justify-content: flex-start; }\r\n    .td-cta-text { text-align: left; }\r\n  }\r\n<\/style><\/p>\r\n<div class=\"td-kpi-box\">\r\n<div class=\"td-kpi-header\">\r\n<div class=\"td-kpi-icon\">\u00a0<\/div>\r\n<h3>Erfolgsfaktoren einer tragf\u00e4higen BI-Strategie<\/h3>\r\n<\/div>\r\n<p class=\"td-cta-text\">Business Intelligence entfaltet Wirkung nur dann, wenn Strategie, Technologie und Management-Zielbild sauber aufeinander abgestimmt sind.<\/p>\r\n<div class=\"td-kpi-grid\">\r\n<div class=\"td-kpi-card\"><strong>Strategische Zielklarheit<\/strong>\r\n<p>Definition, welche Entscheidungen verbessert werden sollen und welche Kennzahlen f\u00fcr Umsatz, Gewinn und Performance ma\u00dfgeblich sind.<\/p>\r\n<\/div>\r\n<div class=\"td-kpi-card\"><strong>Passende Business-Intelligence-L\u00f6sungen<\/strong>\r\n<p>Auswahl geeigneter Anbieter (z. B. SAP oder spezialisierte BI-Tools) mit Fokus auf Integration, Skalierbarkeit und Management-Nutzen.<\/p>\r\n<\/div>\r\n<div class=\"td-kpi-card\"><strong>Ganzheitliche Verankerung<\/strong>\r\n<p>Business Intelligence als Bestandteil der Unternehmenssteuerung \u2013 nicht als isoliertes IT-Projekt.<\/p>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Biznesa izl\u016bko\u0161ana praks\u0113: no datiem l\u012bdz l\u0113mumiem<\/h2>\r\n\r\n\r\n\r\n<p>Biznesa izl\u016bko\u0161anas paties\u0101 pievienot\u0101 v\u0113rt\u012bba nav t\u0101s defin\u012bcij\u0101, bet gan praktiskaj\u0101 pielietojum\u0101. Iz\u0161\u0137iro\u0161ais faktors ir tas, k\u0101 biznesa izl\u016bko\u0161ana tiek izmantota ikdienas uz\u0146\u0113m\u0113jdarb\u012bb\u0101, lai no biznesa datiem g\u016btu konkr\u0113tu ieskatu. M\u016bsdienu biznesa izl\u016bko\u0161anas sist\u0113mas \u013cauj struktur\u0113ti analiz\u0113t lielus datu apjomus un p\u0101rv\u0113rst tos l\u0113mumu pie\u0146em\u0161anai noder\u012bg\u0101 inform\u0101cij\u0101.<\/p>\r\n\r\n\r\n\r\n<p>Praks\u0113 da\u017e\u0101das uz\u0146\u0113muma jomas ir atkar\u012bgas no biznesa izl\u016bko\u0161anas. P\u0101rdo\u0161ana analiz\u0113 p\u0101rdo\u0161anas tendences un klientu uzved\u012bbu, kontrolings izv\u0113rt\u0113 galvenos r\u0101d\u012bt\u0101jus un tendences, vad\u012bba sa\u0146em apkopotus inform\u0101cijas pane\u013cus strat\u0113\u0123isko l\u0113mumu pie\u0146em\u0161anai. T\u0101d\u0113j\u0101di biznesa izl\u016bko\u0161ana rada vienotu datu b\u0101zi, kurai da\u017e\u0101das funkcijas var piek\u013c\u016bt &#8211; konsekventi, p\u0101rredzami un saprotami.<\/p>\r\n\r\n\r\n\r\n<p>Galven\u0101 at\u0161\u0137ir\u012bba starp izol\u0113tiem zi\u0146o\u0161anas risin\u0101jumiem un strat\u0113\u0123iski izv\u0113rstiem biznesa izl\u016bkdatiem ir integr\u0101cija. Tradicion\u0101lie p\u0101rskati sniedz inform\u0101ciju, kas v\u0113rsta uz pag\u0101tni, bet biznesa izl\u016bko\u0161ana akt\u012bvi atbalsta l\u0113mumu pie\u0146em\u0161anu. T\u0101 apvieno anal\u012bzi, vizualiz\u0101ciju un prezent\u0101ciju form\u0101, kas sniedz vad\u012bt\u0101jiem orient\u0101ciju un padara redzamas r\u012bc\u012bbas iesp\u0113jas.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 80px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Bie\u017e\u0101k uzdotie jaut\u0101jumi par bi biznesa inteli\u0123ences defin\u012bciju<\/h2>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">K\u0101da ir bi biznesa inteli\u0123ences defin\u012bcija vienk\u0101r\u0161iem v\u0101rdiem?<\/h3>\r\n\r\n\r\n\r\n<p>Bi Business Intelligence defin\u012bcij\u0101 biznesa izl\u016bko\u0161ana aprakst\u012bta k\u0101 sistem\u0101tiska biznesa datu v\u0101k\u0161ana, apstr\u0101de un anal\u012bze ar m\u0113r\u0137i pie\u0146emt pamatotus l\u0113mumus. Biznesa izl\u016bko\u0161ana p\u0101rv\u0113r\u0161 neapstr\u0101d\u0101tus datus lietojam\u0101 inform\u0101cij\u0101 un pal\u012bdz uz\u0146\u0113mumiem risin\u0101t strat\u0113\u0123iskus un operat\u012bvus jaut\u0101jumus.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">K\u0101da ir at\u0161\u0137ir\u012bba starp biznesa izl\u016bko\u0161anu un biznesa anal\u012btiku?<\/h3>\r\n\r\n\r\n\r\n<p>Biznesa izl\u016bko\u0161ana galvenok\u0101rt koncentr\u0113jas uz v\u0113sturisko un pa\u0161reiz\u0113jo datu struktur\u0113tu anal\u012bzi un to atspogu\u013co\u0161anu p\u0101rskatos un pane\u013cos.<br \/>Biznesa anal\u012btika iet v\u0113l vienu soli t\u0101l\u0101k un izmanto statistikas metodes, prognoz\u0113\u0161anas mode\u013cus un lielo datu anal\u012btiku, lai prognoz\u0113tu turpm\u0101ko att\u012bst\u012bbu un izstr\u0101d\u0101tu ieteikumus r\u012bc\u012bbai.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">K\u0101da loma datu noliktavai un OLAP ir biznesa izl\u016bko\u0161an\u0101?<\/h3>\r\n\r\n\r\n\r\n<p>Datu kr\u0101tuve veido biznesa izl\u016bko\u0161anas sist\u0113mas centr\u0101lo datu b\u0101zi. Taj\u0101 tiek konsolid\u0113ti un saska\u0146oti dati no da\u017e\u0101diem avotiem.<br \/>Tie\u0161saistes anal\u012btisk\u0101 apstr\u0101de (OLAP) \u013cauj veikt daudzdimensiju vaic\u0101jumus un uz tiem balst\u012btu elast\u012bgu anal\u012bzi. Kop\u0101 \u0161ie komponenti nodro\u0161ina konsekventus galvenos skait\u013cus un \u0101tru anal\u012bzi.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">K\u0101das priek\u0161roc\u012bbas uz\u0146\u0113mumiem sniedz Business Intelligence?<\/h3>\r\n\r\n\r\n\r\n<p>Biznesa izl\u016bko\u0161ana uzlabo l\u0113mumu pie\u0146em\u0161anu, palielina p\u0101rredzam\u012bbu attiec\u012bb\u0101 uz p\u0101rdo\u0161anas un pe\u013c\u0146as att\u012bst\u012bbu un \u013cauj savlaic\u012bgi atpaz\u012bt tendences.<br \/>T\u0101 ar\u012b samazina manu\u0101lo darbu, rada standartiz\u0113tus galvenos r\u0101d\u012bt\u0101jus un stiprina uz datiem balst\u012btu p\u0101rvald\u012bbu vis\u0101s uz\u0146\u0113muma jom\u0101s.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Vai biznesa izl\u016bko\u0161anas r\u012bki ir piem\u0113roti tikai lieliem uz\u0146\u0113mumiem?<\/h3>\r\n\r\n\r\n\r\n<p>N\u0113. M\u016bsdien\u012bgi biznesa izl\u016bko\u0161anas risin\u0101jumi ir m\u0113rogojami, un tos var efekt\u012bvi izmantot ar\u012b vid\u0113ja lieluma uz\u0146\u0113mumos. Iz\u0161\u0137iro\u0161ais faktors nav uz\u0146\u0113muma lielums, bet gan skaidra BI strat\u0113\u0123ija, t\u012bras datu strukt\u016bras un defin\u0113ti m\u0113r\u0137i.<\/p>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 20px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Vai biznesa izl\u016bko\u0161ana ir tikai IT jaut\u0101jums?<\/h3>\r\n\r\n\r\n\r\n<p>N\u0113. Biznesa izl\u016bko\u0161ana nav atsevi\u0161\u0137s IT projekts, bet gan strat\u0113\u0123isks vad\u012bbas r\u012bks. Lai gan tehnisk\u0101 \u012bsteno\u0161ana ir IT da\u013ca, funkcion\u0101l\u0101 atbild\u012bba gulstas uz vad\u012bbu, kontrolingu un specializ\u0113taj\u0101m strukt\u016brvien\u012bb\u0101m.<\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>Svar\u012bg\u0101kie fakti \u012bsum\u0101 Biznesa izl\u016bko\u0161ana (BI) apraksta metodes, procesus un sist\u0113mas uz\u0146\u0113muma datu v\u0101k\u0161anai, anal\u012bzei un vizualiz\u0101cijai, lai var\u0113tu pie\u0146emt<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":2,"featured_media":8300,"parent":0,"template":"","format":"standard","meta":[],"blog-tag":[],"blog-type":[124],"class_list":["post-9406","blog-new","type-blog-new","status-publish","format-standard","has-post-thumbnail","hentry","blog-type-biznesa-inteligence"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/blog-new\/9406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/blog-new"}],"about":[{"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/types\/blog-new"}],"author":[{"embeddable":true,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/users\/2"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/media\/8300"}],"wp:attachment":[{"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/media?parent=9406"}],"wp:term":[{"taxonomy":"blog-tag","embeddable":true,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/blog-tag?post=9406"},{"taxonomy":"blog-type","embeddable":true,"href":"https:\/\/www.trusteddecisions.com\/lv\/wp-json\/wp\/v2\/blog-type?post=9406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}