{"id":51987,"date":"2026-09-21T14:44:13","date_gmt":"2026-09-21T12:44:13","guid":{"rendered":"https:\/\/deveho.com\/?p=51987"},"modified":"2026-09-23T11:17:54","modified_gmt":"2026-09-23T09:17:54","slug":"data-quality","status":"publish","type":"post","link":"https:\/\/deveho.com\/sk\/newsroom-sk\/data-quality\/","title":{"rendered":"AtoZ \u2013 Kvalita d\u00e1t: Ako zlep\u0161i\u0165 va\u0161e d\u00e1ta a vytvori\u0165 vy\u0161\u0161iu hodnotu"},"content":{"rendered":"<br \/>\n<h2>Kvalita d\u00e1t: Ako zlep\u0161i\u0165 va\u0161e d\u00e1ta a z\u00edska\u0165 z nich viac<\/h2>\n<p>Firmy maj\u00fa dnes k dispoz\u00edcii viac d\u00e1t ako kedyko\u013evek predt\u00fdm. Ich hlavnou v\u00fdzvou v\u0161ak u\u017e nie je zbiera\u0165 ich viac, ale vedie\u0165, ktor\u00fdm inform\u00e1ci\u00e1m sa d\u00e1 veri\u0165, kde sa nach\u00e1dzaj\u00fa, kto s nimi m\u00f4\u017ee pracova\u0165 a najm\u00e4 ako z nich z\u00edska\u0165 skuto\u010dn\u00fd \u00fa\u017eitok. S n\u00e1stupom umelej inteligencie, \u010doraz \u010dastej\u0161ou v\u00fdmenou inform\u00e1ci\u00ed a meniacou sa eur\u00f3pskou legislat\u00edvou s\u00fa kvalita d\u00e1t a sp\u00f4sob, ak\u00fdm sa spravuj\u00fa, priamo prepojen\u00e9 s v\u00fdsledkami firmy.<\/p>\n<p>Preto je d\u00f4le\u017eit\u00e9 polo\u017ei\u0165 si ot\u00e1zku: ako zabezpe\u010di\u0165, aby boli inform\u00e1cie vo firme spo\u013eahliv\u00e9 a dobre spravovan\u00e9 nato\u013eko, aby naozaj prin\u00e1\u0161ali hodnotu?<\/p>\n<p>D\u00e1ta tak u\u017e nie s\u00fa len nie\u010d\u00edm, \u010do vznik\u00e1 pri be\u017enej \u010dinnosti firmy. St\u00e1vaj\u00fa sa akt\u00edvom, ktor\u00e9 treba spravova\u0165, zlep\u0161ova\u0165 a vyu\u017e\u00edva\u0165 pri rozhodovan\u00ed, vo firemn\u00fdch procesoch aj pri nov\u00fdch sp\u00f4soboch pr\u00e1ce.<\/p>\n<h3><red>Od dostupnosti k vyu\u017eite\u013enosti<\/red><\/h3>\n<p><p class=\"isSelectedEnd\">Firmy sa roky s\u00fastredili na to, aby vytv\u00e1rali a uchov\u00e1vali \u010doraz viac inform\u00e1ci\u00ed: \u00fadaje o z\u00e1kazn\u00edkoch, finan\u010dn\u00e9 inform\u00e1cie, \u010d\u00edsla o predaji, v\u00fdrobn\u00e9 d\u00e1ta \u010di inform\u00e1cie z pripojen\u00fdch zariaden\u00ed.<\/p>\n<p class=\"isSelectedEnd\">To, \u017ee firma d\u00e1ta m\u00e1, v\u0161ak e\u0161te neznamen\u00e1, \u017ee ich vie aj vyu\u017ei\u0165.<\/p>\n<p class=\"isSelectedEnd\">Inform\u00e1ci\u00ed m\u00f4\u017ee by\u0165 ve\u013ea, a predsa sa s nimi m\u00f4\u017ee pracova\u0165 \u0165a\u017eko. M\u00f4\u017eu by\u0165 roztr\u00fasen\u00e9 v r\u00f4znych syst\u00e9moch, zle zdokumentovan\u00e9, nedostato\u010dne kvalitn\u00e9 alebo nedostupn\u00e9 pre \u013eud\u00ed, ktor\u00ed ich potrebuj\u00fa.<\/p>\n<p class=\"isSelectedEnd\">Skuto\u010dn\u00e1 hodnota d\u00e1t preto z\u00e1vis\u00ed od viacer\u00fdch faktorov: <strong>od ich kvality, dostupnosti, spr\u00e1vy, zabezpe\u010denia a najm\u00e4 od toho, \u010di dok\u00e1\u017eu sl\u00fa\u017ei\u0165 konkr\u00e9tnej potrebe firmy.<\/strong><\/p>\n<p class=\"isSelectedEnd\">S n\u00e1stupom umelej inteligencie dost\u00e1va t\u00e1to t\u00e9ma nov\u00fd rozmer. <strong>Eur\u00f3pska strat\u00e9gia pre \u00faniu d\u00e1t (Data Union Strategy),<\/strong> zverejnen\u00e1 v novembri 2025, uv\u00e1dza pr\u00edstup ku kvalitn\u00fdm d\u00e1tam pre AI ako jednu zo svojich hlavn\u00fdch prior\u00edt s cie\u013eom podpori\u0165 inov\u00e1cie a konkurencieschopnos\u0165 Eur\u00f3py.<\/p>\n<p class=\"isSelectedEnd\">Ot\u00e1zka teda u\u017e neznie len: <strong>\u201eAk\u00e9 d\u00e1ta m\u00e1me?\u201c<\/strong><\/p>\n<p>Ale sk\u00f4r:<strong> \u201eKtor\u00e9 d\u00e1ta dok\u00e1\u017eeme naozaj vyu\u017ei\u0165, na ak\u00fd \u00fa\u010del a ak\u00fa hodnotu m\u00f4\u017eu firme prinies\u0165?\u201c<\/strong><\/p>\n<p><strong>Zdroje : <\/strong><span class=\"contents\" data-content-reference-start=\"339\" data-content-reference-end=\"497\"><span class=\"\" data-state=\"closed\"><a class=\"decorated-link\" href=\"https:\/\/digital-strategy.ec.europa.eu\/en\/library\/data-union-strategy-unlocking-data-ai\" target=\"_blank\" rel=\"noopener\">European Commission \u2014 Data Union Strategy \u2013 Unlocking data for AI<\/a><\/span><\/span><\/p>\n<\/p>\n<h3><red>Akt o \u00fadajoch (Data Act): nov\u00e1 etapa pre Eur\u00f3pu<\/red><\/h3>\n<p><p class=\"isSelectedEnd\">Eur\u00f3pska legislat\u00edva sa na\u010falej vyv\u00edja. <strong>Akt o \u00fadajoch (Data Act)<\/strong> sa uplat\u0148uje od 12. septembra 2025. Jedn\u00fdm z jeho hlavn\u00fdch cie\u013eov je u\u013eah\u010di\u0165 pr\u00edstup k ur\u010dit\u00fdm inform\u00e1ci\u00e1m, ktor\u00e9 vznikaj\u00fa pri pou\u017e\u00edvan\u00ed pripojen\u00fdch produktov a s\u00favisiacich slu\u017eieb, a umo\u017eni\u0165 ich vyu\u017e\u00edvanie.<\/p>\n<p class=\"isSelectedEnd\"><strong>Od 12. septembra 2026<\/strong> plat\u00ed povinnos\u0165 stanoven\u00e1 v \u010dl\u00e1nku 3 ods.<strong> 1 Aktu o \u00fadajoch pre pripojen\u00e9 produkty a s\u00favisiace slu\u017eby, ktor\u00e9 boli uveden\u00e9 na trh po tomto d\u00e1tume.<\/strong><\/p>\n<p class=\"isSelectedEnd\">Tieto produkty musia by\u0165 navrhnut\u00e9 tak, aby mal pou\u017e\u00edvate\u013e k d\u00e1tam, ktor\u00e9 vytv\u00e1raj\u00fa, <strong>jednoduch\u00fd pr\u00edstup, a to za podmienok stanoven\u00fdch v nariaden\u00ed.<\/strong><\/p>\n<p class=\"isSelectedEnd\">Akt o \u00fadajoch z\u00e1rove\u0148 zav\u00e1dza pravidl\u00e1 pre niektor\u00e9 situ\u00e1cie, ke\u010f si d\u00e1ta vymie\u0148aj\u00fa firmy medzi sebou. Spres\u0148uje, za ak\u00fdch podmienok m\u00f4\u017eu organiz\u00e1cie k t\u00fdmto inform\u00e1ci\u00e1m pristupova\u0165 a vyu\u017e\u00edva\u0165 ich.<\/p>\n<p class=\"isSelectedEnd\">Pre firmy je to d\u00f4le\u017eit\u00e1 zmena. D\u00e1ta u\u017e nie s\u00fa len vn\u00fatorn\u00fdm zdrojom, ktor\u00fd firma vytv\u00e1ra a uchov\u00e1va vo svojich informa\u010dn\u00fdch syst\u00e9moch. V niektor\u00fdch pr\u00edpadoch sa z nich st\u00e1va zdroj, ktor\u00fd mo\u017eno <strong>zdie\u013ea\u0165, opakovane pou\u017e\u00edva\u0165 a vyu\u017e\u00edva\u0165 v \u0161ir\u0161om prostred\u00ed.<\/strong><\/p>\n<p><strong>Ide o v\u00fdrazn\u00fa zmenu poh\u013eadu: pr\u00edstup k inform\u00e1ci\u00e1m, ich pou\u017e\u00edvanie aj ich hodnotu je \u010doraz viac potrebn\u00e9 riadi\u0165.<\/strong><\/p>\n<p><strong>Zdroje : <\/strong><a href=\"https:\/\/eur-lex.europa.eu\/legal-content\/EN\/TXT\/?qid=1774290558549&amp;uri=CELEX%3A32023R2854\" target=\"_blank\" rel=\"noopener\">Regulation (EU) 2023\/2854 \u2014 Data Act, EUR-Lex\u00a0<\/a><\/p>\n<\/p>\n<h3><red>Spr\u00e1va d\u00e1t: nastavenie jasn\u00fdch pravidiel<\/red><\/h3>\n<p><p class=\"isSelectedEnd\">Ak m\u00e1 firma vn\u00edma\u0165 d\u00e1ta ako strategick\u00e9 akt\u00edvum, mus\u00ed vedie\u0165, <strong>kto za ne zodpoved\u00e1, kto k nim m\u00e1 pr\u00edstup, za ak\u00fdch podmienok a na ak\u00e9 \u00fa\u010dely.<\/strong> Spr\u00e1va d\u00e1t sa tak st\u00e1va d\u00f4le\u017eitou t\u00e9mou pre cel\u00fa firmu.<\/p>\n<p class=\"isSelectedEnd\">Mala by firm\u00e1m pom\u00f4c\u0165 odpoveda\u0165 na praktick\u00e9 ot\u00e1zky, napr\u00edklad:<\/p>\n<ul data-spread=\"false\">\n<li>Kde m\u00e1me svoje k\u013e\u00fa\u010dov\u00e9 d\u00e1ta?<\/li>\n<li>Kto za ne zodpoved\u00e1?<\/li>\n<li>Ak\u00e1 je ich kvalita?<\/li>\n<li>Kto k nim m\u00e1 pr\u00edstup?<\/li>\n<li>V ak\u00fdch situ\u00e1ci\u00e1ch ich mo\u017eno pou\u017e\u00edva\u0165?<\/li>\n<li>Ako s\u00fa chr\u00e1nen\u00e9?<\/li>\n<li>Ako ich zdie\u013eame s partnermi?<\/li>\n<li>Ako zabr\u00e1ni\u0165 tomu, aby v r\u00f4znych syst\u00e9moch vznikali r\u00f4zne verzie t\u00fdch ist\u00fdch inform\u00e1ci\u00ed?<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\"><strong>V\u0161eobecn\u00e9 nariadenie o ochrane \u00fadajov (GDPR)<\/strong> upravuje sprac\u00favanie osobn\u00fdch \u00fadajov v Eur\u00f3pskej \u00fanii a na\u010falej sa v plnom rozsahu uplat\u0148uje v\u017edy, ke\u010f ide o osobn\u00e9 \u00fadaje. Franc\u00fazsky \u00farad na ochranu osobn\u00fdch \u00fadajov CNIL upozor\u0148uje, \u017ee Akt o \u00fadajoch sa mus\u00ed uplat\u0148ova\u0165 spolu s GDPR. <strong>Ak by medzi nimi vznikol rozpor, pri osobn\u00fdch \u00fadajoch m\u00e1 prednos\u0165 GDPR.<\/strong><\/p>\n<p>Spr\u00e1va d\u00e1t teda nie je len ot\u00e1zkou dodr\u017eiavania predpisov. St\u00e1va sa aj predpokladom d\u00f4very a efekt\u00edvneho fungovania firmy.<\/p>\n<p><strong>Zdroje :<\/strong> <a href=\"https:\/\/eur-lex.europa.eu\/eli\/reg\/2016\/679\/oj\" target=\"_blank\" rel=\"noopener\">Regulation (EU) 2016\/679 \u2014 General Data Protection Regulation (GDPR), EUR-Lex<\/a><\/p>\n<\/p>\n<h3><red>Od d\u00e1t k hodnote<\/red><\/h3>\n<p><p class=\"isSelectedEnd\">Hodnota nespo\u010d\u00edva len v uchov\u00e1van\u00ed inform\u00e1ci\u00ed. Vznik\u00e1 vtedy, ke\u010f d\u00e1ta pom\u00e1haj\u00fa <strong>lep\u0161ie pochopi\u0165 situ\u00e1ciu, zlep\u0161i\u0165 proces alebo urobi\u0165 informovanej\u0161ie rozhodnutie.<\/strong><\/p>\n<p class=\"isSelectedEnd\">Aj preto sa <strong>d\u00e1ta a umel\u00e1 inteligencia<\/strong> \u010doraz viac prep\u00e1jaj\u00fa.<\/p>\n<p class=\"isSelectedEnd\">Spo\u013eahliv\u00e9 a dobre \u0161trukt\u00farovan\u00e9 d\u00e1ta s\u00fa nevyhnutn\u00fdm z\u00e1kladom pre AI aplik\u00e1cie. Pr\u00ednos AI v\u0161ak z\u00e1vis\u00ed aj od toho, ako jednoducho sa k t\u00fdmto inform\u00e1ci\u00e1m dostan\u00fa be\u017en\u00ed pou\u017e\u00edvatelia vo firme, ako im porozumej\u00fa a ako s nimi dok\u00e1\u017eu pracova\u0165.<\/p>\n<p class=\"isSelectedEnd\">Pr\u00e1ve tu m\u00f4\u017eu dobre spravovan\u00e9 d\u00e1ta doplni\u0165 <strong>AI asistenti, ako s\u00fa <a href=\"https:\/\/deveho.com\/products\/sage-x3-erp\/sage-copilot\/\">Sage Copilot<\/a> a <a href=\"https:\/\/deveho.com\/products\/sage-x3-marketplace\/sage-enterprise-intelligence\/\">SEI Copilot<\/a>.<\/strong> Pom\u00e1haj\u00fa pou\u017e\u00edvate\u013eom pracova\u0165 s firemn\u00fdmi inform\u00e1ciami prirodzenej\u0161ie a lep\u0161ie vyu\u017ei\u0165 d\u00e1ta, ktor\u00e9 maj\u00fa k dispoz\u00edcii.<\/p>\n<p><strong>Pozrite si na\u0161e rie\u0161enia AI<\/strong> pre firmy vr\u00e1tane Sage Copilot a SEI Copilot.<\/p>\n<p class=\"isSelectedEnd\">Firma, ktor\u00e1 chce nasadi\u0165 AI aplik\u00e1cie, potrebuje pr\u00edstup k inform\u00e1ci\u00e1m, ktor\u00e9 s\u00fa relevantn\u00e9, spo\u013eahliv\u00e9 a \u013eahko dostupn\u00e9.<\/p>\n<p class=\"isSelectedEnd\">Eur\u00f3pska strat\u00e9gia pre \u00faniu d\u00e1t v\u00fdslovne uv\u00e1dza pr\u00edstup ku kvalitn\u00fdm d\u00e1tam pre AI ako jednu zo svojich hlavn\u00fdch oblast\u00ed.<\/p>\n<p>Ke\u010f s\u00fa d\u00e1ta overen\u00e9 a \u0161trukt\u00farovan\u00e9, \u010fal\u0161\u00edm krokom je vyu\u017ei\u0165 ich na anal\u00fdzu firemn\u00fdch \u010dinnost\u00ed a podporu rozhodovania. Presne na to sl\u00fa\u017ei <a href=\"https:\/\/deveho.com\/services\/business-intelligence\/\"><strong>Business Intelligence<\/strong><\/a>, ktor\u00e1 z dostupn\u00fdch d\u00e1t vytv\u00e1ra u\u017eito\u010dn\u00e9 ukazovatele, anal\u00fdzy a preh\u013eady pre jednotliv\u00e9 t\u00edmy vo firme.<\/p>\n<p><strong>Zistite viac o na\u0161om pr\u00edstupe k Business Intelligence a o rie\u0161en\u00ed <a href=\"https:\/\/deveho.com\/products\/sage-x3-marketplace\/sage-enterprise-intelligence\/\">Sage Enterprise Intelligence<\/a>,<\/strong> ktor\u00e9 u\u013eah\u010duje anal\u00fdzu d\u00e1t a ich vyu\u017eitie pri riaden\u00ed firmy.<\/p>\n<p class=\"isSelectedEnd\">D\u00e1tov\u00e9 projekty tak dost\u00e1vaj\u00fa nov\u00fd rozmer.<\/p>\n<p class=\"isSelectedEnd\">Cie\u013eom u\u017e nie je len vybudova\u0165 <strong>d\u00e1tov\u00fd sklad*(data warehouse)<\/strong>\u00a0alebo <strong>d\u00e1tov\u00e9 jazero**(data lake)\u00a0<\/strong> \u010di zavies\u0165 n\u00e1stroj na reporting. Ide o to, vytvori\u0165 ucelen\u00fd re\u0165azec od prev\u00e1dzkov\u00fdch d\u00e1t a\u017e po ich vyu\u017eitie v jednotliv\u00fdch t\u00edmoch.<\/p>\n<p class=\"isSelectedEnd\">Nejde teda o to, uchov\u00e1va\u0165 viac d\u00e1t, ale urobi\u0165 ich <strong>zrozumite\u013en\u00fdmi, spo\u013eahliv\u00fdmi a pou\u017eite\u013en\u00fdmi<\/strong> pre konkr\u00e9tne potreby firmy: riadenie \u010dinnost\u00ed, zlep\u0161enie procesov, rozhodovanie alebo nov\u00e9 sp\u00f4soby vyu\u017eitia.<\/p>\n<p class=\"isSelectedEnd\">Ve\u013ek\u00e1 \u010das\u0165 ich hodnoty spo\u010d\u00edva v tom, \u017ee sa zo surov\u00fdch inform\u00e1ci\u00ed daj\u00fa z\u00edska\u0165 u\u017eito\u010dn\u00e9 poznatky a napokon aj konkr\u00e9tne kroky. <strong>D\u00e1ta sa tak m\u00f4\u017eu sta\u0165 skuto\u010dn\u00fdm strategick\u00fdm akt\u00edvom, ak s\u00fa spo\u013eahliv\u00e9, dobre spravovan\u00e9 a vyu\u017eite\u013en\u00e9.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p class=\"isSelectedEnd\">* <strong>D\u00e1tov\u00fd sklad (data warehouse)<\/strong> <em>je centr\u00e1lne \u00falo\u017eisko, ktor\u00e9 sp\u00e1ja \u0161trukt\u00farovan\u00e9 d\u00e1ta z r\u00f4znych zdrojov, aby sa dali \u013eah\u0161ie analyzova\u0165.<\/em><\/p>\n<p><strong>** D\u00e1tov\u00e9 jazero (data lake)<\/strong> <em>naopak umo\u017e\u0148uje uchov\u00e1va\u0165 ve\u013ek\u00e9 objemy \u0161trukt\u00farovan\u00fdch aj ne\u0161trukt\u00farovan\u00fdch d\u00e1t v ich p\u00f4vodnom form\u00e1te, aby sa dali vyu\u017ei\u0165 na r\u00f4zne \u00fa\u010dely.<\/em><\/p>\n<\/p>\n<h3><red>Ako vybudova\u0165 dobre spravovan\u00e9 d\u00e1tov\u00e9 akt\u00edvum<\/red><\/h3>\n<p><p class=\"isSelectedEnd\">Pre firmy teda nejde ani tak o hromadenie inform\u00e1ci\u00ed, ako sk\u00f4r o <strong>vybudovanie naozaj dobre spravovan\u00e9ho d\u00e1tov\u00e9ho akt\u00edva.<\/strong><\/p>\n<p class=\"isSelectedEnd\">Patr\u00ed k tomu najm\u00e4:<\/p>\n<ol start=\"1\" data-spread=\"true\">\n<li><strong>Zmapovanie k\u013e\u00fa\u010dov\u00fdch d\u00e1t<\/strong><br \/>\nUr\u010di\u0165, ktor\u00e9 d\u00e1ta s\u00fa pre jednotliv\u00e9 oblasti firmy skuto\u010dne strategick\u00e9, a vedie\u0165, kde vznikaj\u00fa, kde s\u00fa ulo\u017een\u00e9 a kde sa pou\u017e\u00edvaj\u00fa.<\/li>\n<li><strong>Zlep\u0161enie kvality d\u00e1t<\/strong><br \/>\nKvalita automatizovan\u00e9ho rozhodnutia alebo AI aplik\u00e1cie \u010diasto\u010dne z\u00e1vis\u00ed od inform\u00e1ci\u00ed, z ktor\u00fdch vych\u00e1dza. Kvalita d\u00e1t je preto ot\u00e1zkou ka\u017edodenn\u00e9ho fungovania firmy.<\/li>\n<li><strong>Jasn\u00e9 rozdelenie zodpovednost\u00ed<\/strong><br \/>\nSpr\u00e1va d\u00e1t by mala ur\u010di\u0165 role a zodpovednosti: kto je vlastn\u00edkom d\u00e1t a kto im rozumie? Kto zodpoved\u00e1 za ich kvalitu? Kto ich m\u00f4\u017ee pou\u017e\u00edva\u0165?<\/li>\n<li><strong>Zabezpe\u010denie pr\u00edstupu a v\u00fdmeny d\u00e1t<\/strong><br \/>\n\u010c\u00edm viac si inform\u00e1cie vymie\u0148aj\u00fa aplik\u00e1cie, dod\u00e1vatelia, partneri a cloudov\u00e9 slu\u017eby, t\u00fdm d\u00f4le\u017eitej\u0161ie je zabezpe\u010di\u0165 tok d\u00e1t a ma\u0165 nad n\u00edm kontrolu.<\/li>\n<li><strong>Prepojenie d\u00e1tovej strat\u00e9gie s potrebami firmy<\/strong><br \/>\nD\u00e1tov\u00fd projekt by nemal by\u0165 postaven\u00fd len na technol\u00f3gii. Mal by vych\u00e1dza\u0165 z konkr\u00e9tnej potreby firmy a z jasne ur\u010denej hodnoty, ktor\u00fa m\u00e1 prinies\u0165.<\/li>\n<\/ol>\n<h3><red>Zlep\u0161ovanie kvality d\u00e1t: od spr\u00e1vy ku konkr\u00e9tnym krokom<\/red><\/h3>\n<p><p class=\"isSelectedEnd\">Ak chce firma vybudova\u0165 dobre spravovan\u00e9 informa\u010dn\u00e9 akt\u00edvum, potrebuje najprv jedno: <strong>m\u00f4c\u0165 sa spo\u013eahn\u00fa\u0165 na inform\u00e1cie, ktor\u00e9 s\u00fa presn\u00e9, konzistentn\u00e9 a aktu\u00e1lne.<\/strong><\/p>\n<p class=\"isSelectedEnd\">V datab\u00e1zach z\u00e1kazn\u00edkov a dod\u00e1vate\u013eov m\u00f4\u017eu niektor\u00e9 z\u00e1znamy ch\u00fdba\u0165, by\u0165 zastaran\u00e9 alebo si navz\u00e1jom odporova\u0165. Tak\u00e9to probl\u00e9my s kvalitou d\u00e1t maj\u00fa na firemn\u00e9 procesy ve\u013emi konkr\u00e9tny dopad: viac ru\u010dnej pr\u00e1ce, \u0165a\u017ekosti pri v\u00fdmene inform\u00e1ci\u00ed, menej spo\u013eahliv\u00e9 anal\u00fdzy alebo probl\u00e9my pri zav\u00e1dzan\u00ed nov\u00fdch digit\u00e1lnych procesov.<\/p>\n<p class=\"isSelectedEnd\"><strong>Zlep\u0161enie kvality d\u00e1t je preto jedn\u00fdm z prv\u00fdch praktick\u00fdch krokov, ako premeni\u0165 d\u00e1tov\u00fa strat\u00e9giu na konkr\u00e9tne \u010diny.<\/strong><\/p>\n<blockquote>\n<p class=\"isSelectedEnd\"><strong>Sage Data Clean and Control na to pon\u00faka praktick\u00e9 rie\u0161enie. Umo\u017e\u0148uje firm\u00e1m analyzova\u0165, kontrolova\u0165 a zlep\u0161ova\u0165 kvalitu ich inform\u00e1ci\u00ed.<\/strong><\/p>\n<\/blockquote>\n<p class=\"isSelectedEnd\">Rie\u0161enie dok\u00e1\u017ee analyzova\u0165 z\u00e1znamy o z\u00e1kazn\u00edkoch a dod\u00e1vate\u013eoch aj niektor\u00e9 firemn\u00e9 nastavenia, n\u00e1js\u0165 ch\u00fdbaj\u00face alebo nekonzistentn\u00e9 \u00fadaje a u\u013eah\u010di\u0165 ich opravu. Firm\u00e1m m\u00f4\u017ee pom\u00f4c\u0165 aj pri pr\u00edprave na <strong>elektronick\u00fa faktur\u00e1ciu,<\/strong> pri ktorej je obzvl\u00e1\u0161\u0165 d\u00f4le\u017eit\u00e9 ma\u0165 \u010dist\u00e9 a aktu\u00e1lne \u00fadaje o obchodn\u00fdch partneroch.<\/p>\n<h4>Odhalenie ch\u00fdb a ch\u00fdbaj\u00facich \u00fadajov<\/h4>\n<p class=\"isSelectedEnd\">Prvou v\u00fdzvou je presne zisti\u0165, <strong>kde s\u00fa probl\u00e9my s kvalitou d\u00e1t.<\/strong><\/p>\n<p class=\"isSelectedEnd\"><strong>Sage Data Clean and Control<\/strong> umo\u017e\u0148uje analyzova\u0165 z\u00e1znamy a kontrolova\u0165 \u00fadaje o z\u00e1kazn\u00edkoch a dod\u00e1vate\u013eoch. Dok\u00e1\u017ee n\u00e1js\u0165 ch\u00fdbaj\u00face alebo nekonzistentn\u00e9 inform\u00e1cie a skontrolova\u0165 r\u00f4zne firemn\u00e9 nastavenia, napr\u00edklad krajiny, DPH a dane, sp\u00f4soby platby, predajn\u00e9 \u010di n\u00e1kupn\u00e9 jednotky a \u00fadaje o spolo\u010dnosti.<\/p>\n<p class=\"isSelectedEnd\">Pri z\u00e1znamoch o obchodn\u00fdch partneroch m\u00f4\u017ee kontrola zah\u0155\u0148a\u0165 aj identifika\u010dn\u00e9 \u00fadaje firiem. Rie\u0161enie dok\u00e1\u017ee vyh\u013eada\u0165 a doplni\u0165 <strong>ch\u00fdbaj\u00face \u010d\u00edsla SIREN a SIRET a adresy, ako aj vypo\u010d\u00edta\u0165 a overi\u0165 I\u010c DPH prostredn\u00edctvom eur\u00f3pskej slu\u017eby VIES.<\/strong> Pon\u00faka aj kontroly, ktor\u00e9 odhalia niektor\u00e9 nezrovnalosti a duplicity.<\/p>\n<h4>Od kontroly k zlep\u0161ovaniu kvality<\/h4>\n<p class=\"isSelectedEnd\">N\u00e1js\u0165 chybu je len prv\u00fd krok. Potom je potrebn\u00e9 <strong>vedie\u0165 s dotknut\u00fdmi z\u00e1znamami aj nie\u010do urobi\u0165.<\/strong><\/p>\n<p class=\"isSelectedEnd\"><strong>Sage Data Clean and Control<\/strong> umo\u017e\u0148uje robi\u0165 opravy a \u00fapravy, a to aj hromadne, tak\u017ee aktualiz\u00e1cia datab\u00e1z je jednoduch\u0161ia. Nejde tak u\u017e len o samotn\u00fa kontrolu, ale o <strong>systematickej\u0161\u00ed proces zlep\u0161ovania kvality d\u00e1t.<\/strong><\/p>\n<p class=\"isSelectedEnd\">Rie\u0161enie tak firm\u00e1m pom\u00e1ha udr\u017eiava\u0165 konzistentnej\u0161ie datab\u00e1zy, ktor\u00e9 s\u00fa lep\u0161ie pripraven\u00e9 na procesy vyu\u017e\u00edvaj\u00face \u00fadaje o z\u00e1kazn\u00edkoch, dod\u00e1vate\u013eoch a spolo\u010dnosti.<\/p>\n<p class=\"isSelectedEnd\"><strong>Sage Data Clean and Control<\/strong> je dostupn\u00e9 aj pre<strong> <a href=\"https:\/\/deveho.com\/products\/sage-x3-erp\/\">Sage X3<\/a>,<\/strong> kde umo\u017e\u0148uje kontrolova\u0165 a zlep\u0161ova\u0165 \u00fadaje o obchodn\u00fdch partneroch vr\u00e1tane kontroly ich identifika\u010dn\u00fdch \u00fadajov.<\/p>\n<h4>Kvalita d\u00e1t ako z\u00e1klad pre nov\u00e9 vyu\u017eitie<\/h4>\n<p class=\"isSelectedEnd\">Pr\u00ednos \u010distenia d\u00e1t teda presahuje samotn\u00fa opravu z\u00e1znamov o z\u00e1kazn\u00edkoch \u010di dod\u00e1vate\u013eoch.<\/p>\n<p class=\"isSelectedEnd\">Kvalitn\u00e9 inform\u00e1cie <strong>u\u013eah\u010duj\u00fa v\u00fdmenu d\u00e1t medzi aplik\u00e1ciami, zvy\u0161uj\u00fa spo\u013eahlivos\u0165 procesov, ktor\u00e9 pracuj\u00fa s \u00fadajmi o obchodn\u00fdch partneroch,<\/strong> a vytv\u00e1raj\u00fa lep\u0161ie podmienky na nov\u00e9 sp\u00f4soby vyu\u017eitia.<\/p>\n<p class=\"isSelectedEnd\">Pri elektronickej faktur\u00e1cii je kvalita d\u00e1t mimoriadne d\u00f4le\u017eit\u00e1: Sage predstavuje Data Clean and Control ako rie\u0161enie, ktor\u00e9 firm\u00e1m umo\u017e\u0148uje skontrolova\u0165, upravi\u0165 a vy\u010disti\u0165 datab\u00e1zy pri pr\u00edprave na procesy elektronickej faktur\u00e1cie.<\/p>\n<p><strong>Zlep\u0161enie kvality d\u00e1t je teda prv\u00fdm praktick\u00fdm krokom k tomu, aby mala firma nad inform\u00e1ciami v\u00e4\u010d\u0161iu kontrolu a napokon ich aj lep\u0161ie vyu\u017e\u00edvala.<\/strong> Kvalita d\u00e1t nie je cie\u013eom sama osebe: je z\u00e1kladom, na ktorom mo\u017eno n\u00e1sledne stava\u0165 firemn\u00e9 procesy, anal\u00fdzy aj nov\u00e9 digit\u00e1lne rie\u0161enia.<\/p>\n<\/p>\n<h3><red>Suverenita: riadenie \u0161ir\u0161ieho prostredia<\/red><\/h3>\n<p><p class=\"isSelectedEnd\">Tieto ot\u00e1zky dnes u\u017e presahuj\u00fa hranice samotnej firmy.<\/p>\n<p class=\"isSelectedEnd\"><strong>Eur\u00f3pska strat\u00e9gia pre \u00faniu d\u00e1t<\/strong>, zverejnen\u00e1 v novembri 2025, kladie osobitn\u00fd d\u00f4raz na <strong>d\u00e1tov\u00fa suverenitu<\/strong> a riadenie medzin\u00e1rodn\u00fdch tokov d\u00e1t. Jej cie\u013eom je okrem in\u00e9ho posilni\u0165 postavenie Eur\u00f3py v s\u00favislosti s t\u00fdmito tokmi a lep\u0161ie chr\u00e1ni\u0165 niektor\u00e9 citliv\u00e9 neosobn\u00e9 inform\u00e1cie pred rizikami, ktor\u00e9 s\u00favisia s obmedzeniami, z\u00e1vislos\u0165ami alebo pr\u00edstupom z tret\u00edch kraj\u00edn.<\/p>\n<h4><strong>D\u00e1tov\u00e1 suverenita: t\u00e9ma, ktor\u00e1 v roku 2026 naber\u00e1 na v\u00fdzname <\/strong><\/h4>\n<p class=\"isSelectedEnd\">Eur\u00f3pska komisia <strong>8. j\u00fala 2026<\/strong> spustila cielen\u00fa konzult\u00e1ciu o d\u00e1tovej suverenite, ktor\u00e1 bola otvoren\u00e1 do<strong> 15. septembra 2026.<\/strong><\/p>\n<p class=\"isSelectedEnd\">Zamerala sa najm\u00e4 na <strong>z\u00e1vislosti, ktor\u00e9 ovplyv\u0148uj\u00fa eur\u00f3pske organiz\u00e1cie,<\/strong> prek\u00e1\u017eky pri prenose d\u00e1t a rizik\u00e1 spojen\u00e9 s pr\u00edstupom tret\u00edch kraj\u00edn k niektor\u00fdm citliv\u00fdm inform\u00e1ci\u00e1m.<\/p>\n<p class=\"isSelectedEnd\">Konzult\u00e1cia je u\u017e uzavret\u00e1 a jej v\u00fdsledky m\u00f4\u017eu prispie\u0165 k prebiehaj\u00facej diskusii v E\u00da o tom, ako d\u00e1tov\u00fa suverenitu posilni\u0165.<\/p>\n<p class=\"isSelectedEnd\">Pre firmy to prin\u00e1\u0161a \u010fal\u0161ie ot\u00e1zky, nad ktor\u00fdmi je potrebn\u00e9 sa zamyslie\u0165:<\/p>\n<ul data-spread=\"false\">\n<li><strong>Kde sa nach\u00e1dzaj\u00fa na\u0161e inform\u00e1cie?<\/strong><\/li>\n<li><strong>Kto k nim m\u00e1 pr\u00edstup?<\/strong><\/li>\n<li><strong>Ktor\u00ed dod\u00e1vatelia ich sprac\u00favaj\u00fa?<\/strong><\/li>\n<li><strong>V ktor\u00fdch krajin\u00e1ch?<\/strong><\/li>\n<li><strong>Ak\u00e9 z\u00e1vislosti to pre na\u0161u firmu vytv\u00e1ra?<\/strong><\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">D\u00e1tov\u00e1 strat\u00e9gia sa tak \u010doraz viac prep\u00e1ja s <strong>cloudom, kybernetickou bezpe\u010dnos\u0165ou, umelou inteligenciou a digit\u00e1lnou suverenitou.<\/strong><\/p>\n<p><strong>Pri spr\u00e1ve inform\u00e1ci\u00ed u\u017e nesta\u010d\u00ed vedie\u0165, \u010do obsahuj\u00fa. Treba vedie\u0165 aj to, kde sa nach\u00e1dzaj\u00fa, kto k nim m\u00e1 pr\u00edstup a v akom prostred\u00ed sa sprac\u00favaj\u00fa.<\/strong><\/p>\n<p><strong>Zdroje :<\/strong> <a href=\"https:\/\/digital-strategy.ec.europa.eu\/en\/policies\/data-union\" target=\"_blank\" rel=\"noopener\">European Commission \u2014 Data Union Strategy<\/a> \u00b7<span class=\"contents\" data-content-reference-start=\"2014\" data-content-reference-end=\"2216\"><span class=\"\" data-state=\"closed\"><a class=\"decorated-link\" href=\"https:\/\/digital-strategy.ec.europa.eu\/en\/consultations\/targeted-consultation-safeguarding-eus-data-sovereignty\" target=\"_blank\" rel=\"noopener\">European Commission \u2014 Targeted consultation on safeguarding the EU\u2019s data sovereignty<\/a><\/span><\/span><\/p>\n<\/p>\n<h3><red>Od spr\u00e1vy d\u00e1t k tvorbe hodnoty<\/red><\/h3>\n<p><p class=\"isSelectedEnd\">Ide teda o z\u00e1sadn\u00fa zmenu.<\/p>\n<p class=\"isSelectedEnd\">Inform\u00e1cie u\u017e nie s\u00fa len v\u00fdsledkom be\u017enej \u010dinnosti firmy. St\u00e1vaj\u00fa sa zdrojom, ktor\u00fd treba <strong>zlep\u0161ova\u0165, spravova\u0165, chr\u00e1ni\u0165 a vyu\u017e\u00edva\u0165<\/strong> tak, aby pom\u00e1hal t\u00edmom vo firme aj jej celkov\u00fdm v\u00fdsledkom.<\/p>\n<p class=\"isSelectedEnd\">Tento v\u00fdvoj podporuje aj eur\u00f3psky kontext. Akt o \u00fadajoch dnes upravuje pr\u00edstup k niektor\u00fdm inform\u00e1ci\u00e1m a ich vyu\u017e\u00edvanie. Eur\u00f3pska strat\u00e9gia pre \u00faniu d\u00e1t z\u00e1rove\u0148 smeruje k tomu, aby sa zlep\u0161il pr\u00edstup ku kvalitn\u00fdm d\u00e1tam pre umel\u00fa inteligenciu a aby Eur\u00f3pa dok\u00e1zala lep\u0161ie riadi\u0165 d\u00e1ta a ich toky.<\/p>\n<p class=\"isSelectedEnd\">Pre firmy u\u017e teda nesta\u010d\u00ed len \u201erobi\u0165 nie\u010do s d\u00e1tami\u201c. Ide o to, vytvori\u0165 prostredie, v ktorom s\u00fa<strong> d\u00f4le\u017eit\u00e9 inform\u00e1cie spo\u013eahliv\u00e9, zodpovednosti jasne rozdelen\u00e9 a technol\u00f3gie sl\u00fa\u017eia skuto\u010dn\u00fdm potreb\u00e1m firmy.<\/strong><\/p>\n<p class=\"isSelectedEnd\">Hodnota nespo\u010d\u00edva v tom, ko\u013eko inform\u00e1ci\u00ed firma m\u00e1, ale v tom, ako ich dok\u00e1\u017ee <strong>spravova\u0165 a premeni\u0165 na nie\u010do u\u017eito\u010dn\u00e9.<\/strong><\/p>\n<p><strong>Pr\u00e1ve vtedy sa d\u00e1ta st\u00e1vaj\u00fa skuto\u010dn\u00fdm strategick\u00fdm akt\u00edvom.<\/strong><\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kvalita d\u00e1t: Ako zlep\u0161i\u0165 va\u0161e d\u00e1ta a z\u00edska\u0165 z nich viac Firmy maj\u00fa dnes k dispoz\u00edcii viac d\u00e1t ako kedyko\u013evek predt\u00fdm. Ich hlavnou v\u00fdzvou v\u0161ak u\u017e nie je zbiera\u0165 ich viac, ale vedie\u0165, ktor\u00fdm inform\u00e1ci\u00e1m sa d\u00e1 veri\u0165, kde sa nach\u00e1dzaj\u00fa, kto s nimi m\u00f4\u017ee pracova\u0165 a najm\u00e4 ako z nich z\u00edska\u0165 skuto\u010dn\u00fd \u00fa\u017eitok. S [&hellip;]<\/p>\n","protected":false},"author":42,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[150],"tags":[],"class_list":["post-51987","post","type-post","status-publish","format-standard","hentry","category-newsroom-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Kvalita d\u00e1t: Zlep\u0161ite va\u0161e d\u00e1ta a vytvorte vy\u0161\u0161iu hodnotu - Deveho<\/title>\n<meta name=\"description\" content=\"Ako m\u00f4\u017eu firmy zlep\u0161i\u0165 kvalitu d\u00e1t? 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