{"id":20057,"date":"2026-08-15T00:00:06","date_gmt":"2026-08-14T22:00:06","guid":{"rendered":"https:\/\/pepax.sk\/kniznica\/ludske-zdroje-a-personalistika\/hr-strategia-a-riadenie\/strategicke-hr-planovanie-a-plany-rozvoja\/ai-meni-pracu-role-kompetencie-rozvoj\/"},"modified":"2026-08-17T11:56:54","modified_gmt":"2026-08-17T09:56:54","slug":"ai-meni-pracu-role-kompetencie-rozvoj","status":"publish","type":"page","link":"https:\/\/pepax.sk\/en\/kniznica\/ludske-zdroje-a-personalistika\/hr-strategia-a-riadenie\/strategicke-hr-planovanie-a-plany-rozvoja\/ai-meni-pracu-role-kompetencie-rozvoj\/","title":{"rendered":"Case Study: AI is Changing Work \u2014 How to Translate Technological Change into Roles, Competencies, and Development"},"content":{"rendered":"<blockquote>\n<p><strong>Modelov\u00fd pr\u00edklad. Nejde o re\u00e1lnu referenciu ani garanciu v\u00fdsledku.<\/strong><\/p>\n<\/blockquote>\n<p>Stredne ve\u013ek\u00e1 profesion\u00e1lna organiz\u00e1cia pl\u00e1nuje po\u010das dvoch rokov v\u00fdraznej\u0161ie vyu\u017e\u00edva\u0165 generat\u00edvnu AI, automatiz\u00e1ciu administrat\u00edvy, d\u00e1tov\u00fa analytiku a digit\u00e1lnych asistentov.<\/p>\n<p>Technologick\u00e1 \u010das\u0165 projektu je pripraven\u00e1.<\/p>\n<p>N\u00e1stroje s\u00fa vybran\u00e9. Licencie s\u00fa rozhodnut\u00e9. IT m\u00e1 implementa\u010dn\u00fa roadmapu.<\/p>\n<p>Potom pr\u00edde ot\u00e1zka na HR:<\/p>\n<blockquote>\n<p><strong>Ako m\u00e1me pripravi\u0165 \u013eud\u00ed?<\/strong><\/p>\n<\/blockquote>\n<p>Na prv\u00fd poh\u013ead vyzer\u00e1 ako ot\u00e1zka vzdel\u00e1vania.<\/p>\n<p>V skuto\u010dnosti je \u0161ir\u0161ia.<\/p>\n<p>Technol\u00f3gia toti\u017e nemen\u00ed iba n\u00e1stroj. M\u00f4\u017ee meni\u0165:<\/p>\n<ul>\n<li>konkr\u00e9tne pracovn\u00e9 \u010dinnosti,<\/li>\n<li>obsah rol\u00ed,<\/li>\n<li>rozhodovacie zodpovednosti,<\/li>\n<li>kontroln\u00e9 mechanizmy,<\/li>\n<li>po\u017eadovan\u00e9 kompetencie,<\/li>\n<li>potrebu rozvoja,<\/li>\n<li>niekedy aj samotn\u00fa potrebu ur\u010ditej role alebo vznik role novej.<\/li>\n<\/ul>\n<p>Preto nesta\u010d\u00ed vytvori\u0165 \u0161kolenie \u201eAko pou\u017e\u00edva\u0165 AI\u201c.<\/p>\n<p>Najprv treba pochopi\u0165, <strong>\u010do sa v pr\u00e1ci skuto\u010dne men\u00ed<\/strong>.<\/p>\n<p>Z\u00e1kladn\u00fd analytick\u00fd sled je:<\/p>\n<pre class=\"pepax-code\"><code class=\"language-text\">technologick\u00e1 zmena\n\u2192 zmena \u010dinnost\u00ed\n\u2192 nov\u00e9 rozdelenie pr\u00e1ce \u010dlovek \/ technol\u00f3gia\n\u2192 zmena role\n\u2192 bud\u00face kompetencie\n\u2192 rozvojov\u00e1 potreba\n\u2192 people-impact rozhodnutia<\/code><\/pre>\n<h2 id=\"technologicka-roadmapa-este-nie-je-people-roadmapa\">Technologick\u00e1 roadmapa e\u0161te nie je people roadmapa<\/h2>\n<p>Technologick\u00fd projekt odpoved\u00e1 napr\u00edklad na ot\u00e1zky:<\/p>\n<ul>\n<li>\u010do sa nasad\u00ed,<\/li>\n<li>do ktor\u00e9ho procesu,<\/li>\n<li>v akom term\u00edne,<\/li>\n<li>s ak\u00fdmi syst\u00e9mami sa n\u00e1stroj prepoj\u00ed.<\/li>\n<\/ul>\n<p>People-impact anal\u00fdza sa p\u00fdta na nie\u010do in\u00e9:<\/p>\n<ul>\n<li>Ktor\u00e9 \u010dinnosti sa zmenia?<\/li>\n<li>Ktor\u00e9 z nich technol\u00f3gia preberie?<\/li>\n<li>Ktor\u00e9 zostan\u00fa \u013eudsk\u00e9?<\/li>\n<li>Kde sa \u010dlovek posunie od vykon\u00e1vania ku kontrole alebo rozhodovaniu?<\/li>\n<li>Kto bude overova\u0165 kvalitu AI v\u00fdstupu?<\/li>\n<li>Ktor\u00e9 zodpovednosti vznikn\u00fa nanovo?<\/li>\n<li>Ktor\u00e9 kompetencie bud\u00fa d\u00f4le\u017eitej\u0161ie?<\/li>\n<li>Komu sta\u010d\u00ed praktick\u00fd upskilling?<\/li>\n<li>Kto potrebuje hlb\u0161iu zmenu schopnost\u00ed?<\/li>\n<li>Kde m\u00f4\u017ee by\u0165 potrebn\u00fd reskilling alebo in\u00e9 person\u00e1lne rie\u0161enie?<\/li>\n<\/ul>\n<p>Technologick\u00e1 pripravenos\u0165 teda neznamen\u00e1 automatick\u00fa pripravenos\u0165 organiz\u00e1cie.<\/p>\n<p>Organiz\u00e1cia m\u00f4\u017ee ma\u0165 funk\u010dn\u00fd n\u00e1stroj a z\u00e1rove\u0148 nejasn\u00fd model bud\u00facej pr\u00e1ce.<\/p>\n<h2 id=\"nezacinajte-otazkou-ktore-pracovne-miesta-ai-zrusi\">Neza\u010d\u00ednajte ot\u00e1zkou, ktor\u00e9 pracovn\u00e9 miesta AI zru\u0161\u00ed<\/h2>\n<p>Ot\u00e1zka:<\/p>\n<blockquote>\n<p>\u201eKtor\u00e9 pracovn\u00e9 miesta AI zru\u0161\u00ed?\u201c<\/p>\n<\/blockquote>\n<p>prich\u00e1dza metodicky pr\u00edli\u0161 skoro.<\/p>\n<p>Pracovn\u00e1 rola nie je jeden nedelite\u013en\u00fd blok. Je zlo\u017een\u00e1 z viacer\u00fdch \u010dinnost\u00ed, rozhodnut\u00ed a zodpovednost\u00ed.<\/p>\n<p>Technol\u00f3gia m\u00f4\u017ee jednu \u010dinnos\u0165:<\/p>\n<ul>\n<li>automatizova\u0165,<\/li>\n<\/ul>\n<p>in\u00fa:<\/p>\n<ul>\n<li>iba podpori\u0165,<\/li>\n<\/ul>\n<p>\u010fal\u0161iu:<\/p>\n<ul>\n<li>ponecha\u0165 \u010dloveku,<\/li>\n<\/ul>\n<p>a z\u00e1rove\u0148 vytvori\u0165 nov\u00fa:<\/p>\n<ul>\n<li>kontroln\u00fa,<\/li>\n<li>rozhodovaciu,<\/li>\n<li>bezpe\u010dnostn\u00fa,<\/li>\n<li>komunika\u010dn\u00fa.<\/li>\n<\/ul>\n<p>Preto m\u00f4\u017ee by\u0165 ove\u013ea presnej\u0161ia ot\u00e1zka:<\/p>\n<blockquote>\n<p><strong>Ako AI zmen\u00ed obsah jednotliv\u00fdch rol\u00ed a \u010do sa \u013eudia musia nau\u010di\u0165 robi\u0165 inak?<\/strong><\/p>\n<\/blockquote>\n<p>A\u017e po tejto anal\u00fdze m\u00e1 zmysel rie\u0161i\u0165:<\/p>\n<ul>\n<li>bud\u00facu kapacitu,<\/li>\n<li>zmenu po\u010dtu rol\u00ed,<\/li>\n<li>n\u00e1bor,<\/li>\n<li>presuny,<\/li>\n<li>pr\u00edpadn\u00fd z\u00e1nik pracovn\u00fdch miest.<\/li>\n<\/ul>\n<h2 id=\"automatizacia-neznamena-automaticky-menej-ludi\">Automatiz\u00e1cia neznamen\u00e1 automaticky menej \u013eud\u00ed<\/h2>\n<p>Jednoduch\u00fd pr\u00edbeh vyzer\u00e1 takto:<\/p>\n<pre class=\"pepax-code\"><code class=\"language-text\">AI\n\u2192 automatiz\u00e1cia\n\u2192 menej pr\u00e1ce\n\u2192 menej \u013eud\u00ed<\/code><\/pre>\n<p>Tak\u00fdto sled je v\u0161ak iba jeden mo\u017en\u00fd scen\u00e1r.<\/p>\n<p>Automatiz\u00e1cia m\u00f4\u017ee vies\u0165 aj k:<\/p>\n<ul>\n<li>zmene rol\u00ed,<\/li>\n<li>presunu kapac\u00edt,<\/li>\n<li>rastu produktivity,<\/li>\n<li>vzniku nov\u00fdch \u010dinnost\u00ed.<\/li>\n<\/ul>\n<p>Presnej\u0161\u00ed analytick\u00fd postup je:<\/p>\n<pre class=\"pepax-code\"><code class=\"language-text\">AI\n\u2192 zmena konkr\u00e9tnych \u010dinnost\u00ed\n\u2192 nov\u00fd objem a typ \u013eudskej pr\u00e1ce\n\u2192 zmena role, zodpovednosti alebo kapacity\n\u2192 a\u017e potom person\u00e1lne rozhodnutie<\/code><\/pre>\n<p>To neznamen\u00e1 tvrdi\u0165 opa\u010dn\u00fd extr\u00e9m:<\/p>\n<blockquote>\n<p>\u201eAI pracovn\u00e9 miesta neru\u0161\u00ed.\u201c<\/p>\n<\/blockquote>\n<p>Tak\u00fdto univerz\u00e1lny z\u00e1ver by bol rovnako nepresn\u00fd.<\/p>\n<p>Spr\u00e1vna ot\u00e1zka znie:<\/p>\n<blockquote>\n<p><strong>\u010co technol\u00f3gia v tejto konkr\u00e9tnej pr\u00e1ci re\u00e1lne men\u00ed a ak\u00fd person\u00e1lny d\u00f4sledok z toho po overen\u00ed vypl\u00fdva?<\/strong><\/p>\n<\/blockquote>\n<h2 id=\"rozlozte-rolu-na-konkretne-cinnosti\">Rozlo\u017ete rolu na konkr\u00e9tne \u010dinnosti<\/h2>\n<p>Pred posudzovan\u00edm bud\u00facnosti role je u\u017eito\u010dn\u00e9 rozlo\u017ei\u0165 ju na pracovn\u00e9 \u010dinnosti.<\/p>\n<p>Jednoduch\u00e1 pracovn\u00e1 tabu\u013eka m\u00f4\u017ee vyzera\u0165 takto:<\/p>\n<div class=\"pepax-table-wrap\">\n<table>\n<thead>\n<tr>\n<th>Dne\u0161n\u00e1 \u010dinnos\u0165<\/th>\n<th>\u010co s \u0148ou technol\u00f3gia rob\u00ed?<\/th>\n<th>\u010co zost\u00e1va \u010dloveku?<\/th>\n<th>\u010co nov\u00e9 mus\u00ed \u010dlovek robi\u0165?<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<td>&#8230;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>Pri ka\u017edej \u010dinnosti sa p\u00fdtame:<\/p>\n<ul>\n<li>automatizuje sa?<\/li>\n<li>technol\u00f3gia ju iba podporuje?<\/li>\n<li>zost\u00e1va plne \u013eudsk\u00e1?<\/li>\n<li>pres\u00fava sa \u010dlovek od vykon\u00e1vania ku kontrole?<\/li>\n<li>vznik\u00e1 nov\u00e1 rozhodovacia povinnos\u0165?<\/li>\n<li>vznik\u00e1 nov\u00e1 zodpovednos\u0165 za kvalitu alebo bezpe\u010dnos\u0165?<\/li>\n<\/ul>\n<p>Tak\u00fdto rozklad je d\u00f4le\u017eit\u00fd preto, \u017ee rovnak\u00fd n\u00e1zov pracovnej poz\u00edcie m\u00f4\u017ee po technologickej zmene ozna\u010dova\u0165 podstatne in\u00fa pr\u00e1cu.<\/p>\n<h2 id=\"tyri-typy-dopadu-na-cinnost\">\u0160tyri typy dopadu na \u010dinnos\u0165<\/h2>\n<p>Pre praktick\u00fa anal\u00fdzu mo\u017eno rozli\u0161ova\u0165 \u0161tyri z\u00e1kladn\u00e9 situ\u00e1cie.<\/p>\n<h3 id=\"1-automatizovana-cinnost\">1. Automatizovan\u00e1 \u010dinnos\u0165<\/h3>\n<p>Technol\u00f3gia preber\u00e1 podstatn\u00fa \u010das\u0165 vykon\u00e1vania.<\/p>\n<p>D\u00f4le\u017eit\u00e1 ot\u00e1zka v\u0161ak nie je iba:<\/p>\n<blockquote>\n<p>\u201eD\u00e1 sa automatizova\u0165?\u201c<\/p>\n<\/blockquote>\n<p>Treba sa p\u00fdta\u0165:<\/p>\n<ul>\n<li>v akom rozsahu,<\/li>\n<li>pri ak\u00fdch pr\u00edpadoch,<\/li>\n<li>s akou spo\u013eahlivos\u0165ou,<\/li>\n<li>\u010do zost\u00e1va \u010dloveku,<\/li>\n<li>\u010do sa deje pri chybe alebo v\u00fdnimke.<\/li>\n<\/ul>\n<p>Automatizovate\u013enos\u0165 \u010dinnosti preto sama osebe neur\u010duje bud\u00facnos\u0165 celej role.<\/p>\n<h3 id=\"2-podporena-cinnost\">2. Podporen\u00e1 \u010dinnos\u0165<\/h3>\n<p>\u010clovek \u010dinnos\u0165 na\u010falej vykon\u00e1va, ale technol\u00f3gia mu pom\u00e1ha.<\/p>\n<p>M\u00f4\u017ee napr\u00edklad:<\/p>\n<ul>\n<li>pripravi\u0165 n\u00e1vrh,<\/li>\n<li>doh\u013eada\u0165 inform\u00e1ciu,<\/li>\n<li>sumarizova\u0165,<\/li>\n<li>klasifikova\u0165,<\/li>\n<li>ur\u00fdchli\u0165 \u010das\u0165 postupu.<\/li>\n<\/ul>\n<p>\u010clovek zost\u00e1va akt\u00edvnym vykon\u00e1vate\u013eom alebo rozhodovate\u013eom.<\/p>\n<p>Men\u00ed sa v\u0161ak sp\u00f4sob pr\u00e1ce.<\/p>\n<h3 id=\"3-udska-cinnost-ktorej-vyznam-zostava-alebo-rastie\">3. \u013dudsk\u00e1 \u010dinnos\u0165, ktorej v\u00fdznam zost\u00e1va alebo rastie<\/h3>\n<p>Niektor\u00e9 \u010dinnosti m\u00f4\u017eu zosta\u0165 preva\u017ene \u013eudsk\u00e9.<\/p>\n<p>M\u00f4\u017ee \u00eds\u0165 napr\u00edklad o:<\/p>\n<ul>\n<li>odborn\u00fd \u00fasudok,<\/li>\n<li>rie\u0161enie v\u00fdnimiek,<\/li>\n<li>citliv\u00e9 rozhodovanie,<\/li>\n<li>komplexn\u00fa komunik\u00e1ciu,<\/li>\n<li>prevzatie zodpovednosti za v\u00fdsledok.<\/li>\n<\/ul>\n<p>Ak technol\u00f3gia preber\u00e1 rutinn\u00fa \u010das\u0165 pr\u00e1ce, relat\u00edvny v\u00fdznam t\u00fdchto \u010dinnost\u00ed m\u00f4\u017ee dokonca nar\u00e1s\u0165.<\/p>\n<h3 id=\"4-nova-kontrolna-alebo-rozhodovacia-cinnost\">4. Nov\u00e1 kontroln\u00e1 alebo rozhodovacia \u010dinnos\u0165<\/h3>\n<p>Technol\u00f3gia m\u00f4\u017ee vytvori\u0165 pr\u00e1cu, ktor\u00e1 predt\u00fdm v\u00f4bec neexistovala.<\/p>\n<p>Napr\u00edklad:<\/p>\n<ul>\n<li>overovanie spr\u00e1vnosti v\u00fdstupu,<\/li>\n<li>kontrola zdrojov,<\/li>\n<li>pos\u00fadenie v\u00fdnimky,<\/li>\n<li>rozhodnutie, \u010di mo\u017eno v\u00fdstup pou\u017ei\u0165,<\/li>\n<li>monitoring nov\u00e9ho typu ch\u00fdb,<\/li>\n<li>eskal\u00e1cia citlivej situ\u00e1cie.<\/li>\n<\/ul>\n<p>Toto je d\u00f4le\u017eit\u00fd korekt\u00edv predstavy, \u017ee automatiz\u00e1cia iba odober\u00e1 \u00falohy.<\/p>\n<p>Niekedy ich \u010das\u0165 odoberie a s\u00fa\u010dasne vytvor\u00ed nov\u00e9.<\/p>\n<h2 id=\"modelova-mikrosituacia-zakaznicka-podpora\">Modelov\u00e1 mikrositu\u00e1cia: z\u00e1kazn\u00edcka podpora<\/h2>\n<p>Modelov\u00fd scen\u00e1r pracuje so z\u00e1kazn\u00edckou podporou.<\/p>\n<h3 id=\"dnes\">Dnes<\/h3>\n<p>Pracovn\u00edk:<\/p>\n<ul>\n<li>prij\u00edma ot\u00e1zku,<\/li>\n<li>h\u013ead\u00e1 odpove\u010f,<\/li>\n<li>odpoved\u00e1 z\u00e1kazn\u00edkovi.<\/li>\n<\/ul>\n<p>Ve\u013ek\u00e1 \u010das\u0165 pr\u00e1ce m\u00f4\u017ee spo\u010d\u00edva\u0165 v:<\/p>\n<ul>\n<li>manu\u00e1lnom vyh\u013ead\u00e1van\u00ed,<\/li>\n<li>orient\u00e1cii v podkladoch,<\/li>\n<li>formulovan\u00ed \u0161tandardnej odpovede.<\/li>\n<\/ul>\n<h3 id=\"buduci-stav\">Bud\u00faci stav<\/h3>\n<p>AI:<\/p>\n<ul>\n<li>priprav\u00ed n\u00e1vrh odpovede,<\/li>\n<li>doh\u013ead\u00e1 relevantn\u00e9 inform\u00e1cie,<\/li>\n<li>klasifikuje probl\u00e9m.<\/li>\n<\/ul>\n<p>\u010clovek:<\/p>\n<ul>\n<li>kontroluje spr\u00e1vnos\u0165,<\/li>\n<li>rie\u0161i v\u00fdnimky,<\/li>\n<li>rozhoduje v citliv\u00fdch pr\u00edpadoch,<\/li>\n<li>komunikuje komplexn\u00e9 situ\u00e1cie.<\/li>\n<\/ul>\n<p>Rola teda nemus\u00ed zmizn\u00fa\u0165.<\/p>\n<p>Men\u00ed sa v\u0161ak jej \u0165a\u017eisko.<\/p>\n<p>Menej v\u00fdznamn\u00e1 m\u00f4\u017ee by\u0165:<\/p>\n<ul>\n<li>r\u00fdchlos\u0165 manu\u00e1lneho vyh\u013ead\u00e1vania.<\/li>\n<\/ul>\n<p>V\u00fdznamnej\u0161ie m\u00f4\u017eu by\u0165:<\/p>\n<ul>\n<li>kritick\u00e9 myslenie,<\/li>\n<li>overovanie inform\u00e1ci\u00ed,<\/li>\n<li>pr\u00e1ca s neistotou,<\/li>\n<li>odborn\u00fd \u00fasudok,<\/li>\n<li>komunika\u010dn\u00e9 schopnosti.<\/li>\n<\/ul>\n<p>To je presne moment, ke\u010f technologick\u00e1 zmena za\u010d\u00edna meni\u0165 kompeten\u010dn\u00fd profil role.<\/p>","protected":false},"excerpt":{"rendered":"<p>&gt; Modelov\u00fd pr\u00edklad. Nejde o re\u00e1lnu referenciu ani garanciu v\u00fdsledku.<\/p>","protected":false},"author":1,"featured_media":20058,"parent":19317,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"pepax-client-article.php","meta":{"pmpro_default_level":"","footnotes":""},"tags":[55,80,32,33,86,63],"class_list":["post-20057","page","type-page","status-publish","has-post-thumbnail","hentry","tag-automatizacia","tag-etika","tag-hr","tag-pre-hr","tag-pripadova-studia","tag-transformacia","pmpro-has-access"],"_links":{"self":[{"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/pages\/20057","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/comments?post=20057"}],"version-history":[{"count":1,"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/pages\/20057\/revisions"}],"predecessor-version":[{"id":20615,"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/pages\/20057\/revisions\/20615"}],"up":[{"embeddable":true,"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/pages\/19317"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/media\/20058"}],"wp:attachment":[{"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/media?parent=20057"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/pepax.sk\/en\/wp-json\/wp\/v2\/tags?post=20057"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}