{"id":14462,"date":"2025-12-19T01:51:26","date_gmt":"2025-12-19T00:51:26","guid":{"rendered":"https:\/\/www.leaplytics.de\/?page_id=14462"},"modified":"2025-12-19T01:51:26","modified_gmt":"2025-12-19T00:51:26","slug":"preskumanie-dokumentov-vysetrovanie-sudnych-sporov-ai","status":"publish","type":"page","link":"https:\/\/www.leaplytics.de\/sk\/preskumanie-dokumentov-vysetrovanie-sudnych-sporov-ai\/","title":{"rendered":"Presk\u00famanie dokumentov S\u00fadne spory a vy\u0161etrovania AI"},"content":{"rendered":"<h2>Umel\u00e1 inteligencia na presk\u00famanie dokumentov v s\u00fadnych sporoch a vy\u0161etrovaniach: N\u00e1jdite ihlu bez \u010d\u00edtania ka\u017ed\u00e9ho k\u00faska sena<\/h2>\n\n<p>Pr\u00e1vne pr\u00edpady znamenaj\u00fa dokumenty. Tis\u00edce z nich. Niekedy mili\u00f3ny.<\/p>\n<p>E-maily. Pr\u00edlohy. PDF s\u00fabory. Z\u00e1znamy z chatu. Textov\u00e9 spr\u00e1vy. Prezent\u00e1cie. Tabu\u013eky. Fotografie s textom. Zmluvy. Pozn\u00e1mky zo stretnut\u00ed.<\/p>\n<p>V\u0161etko je potrebn\u00e9 presk\u00fama\u0165. V\u0161etko to potrebuje klasifik\u00e1ciu. Relevantn\u00e9 alebo nie. Privilegovan\u00e9 alebo nie. Zodpovedaj\u00face alebo nie. Hor\u00faci dokument alebo \u0161um.<\/p>\n<p>Toto je eDiscovery. Je to nevyhnutn\u00e9. Je to otupuj\u00face. A je to drah\u00e9.<\/p>\n<p>Umel\u00e1 inteligencia men\u00ed matematiku. \u010c\u00edta v\u0161etko. Triedi hromadu. Nach\u00e1dza vzory. Ozna\u010d\u00ed to, \u010do je d\u00f4le\u017eit\u00e9. Zosumarizuje vl\u00e1kna.<\/p>\n<p>Va\u0161i kontrol\u00f3ri sa zameriavaj\u00fa na dokumenty, ktor\u00e9 skuto\u010dne potrebuj\u00fa \u013eudsk\u00e9 pos\u00fadenie. Pr\u00edpad sa pos\u00fava r\u00fdchlej\u0161ie. N\u00e1klady zost\u00e1vaj\u00fa zvl\u00e1dnute\u013en\u00e9.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Probl\u00e9m kontroly dokumentov<\/h3>\n\n\n<p>Modern\u00e9 s\u00fadne spory produkuj\u00fa obrovsk\u00e9 objemy dokumentov. Stredne ve\u013ek\u00fd pr\u00edpad: 50 000 dokumentov. Ve\u013ek\u00fd pr\u00edpad: mili\u00f3ny.<\/p>\n<p>Ka\u017ed\u00fd dokument potrebuje o\u010di. Je relevantn\u00fd pre pr\u00edpad? Obsahuje d\u00f4vern\u00e9 inform\u00e1cie? Odpoved\u00e1 na \u017eiadosti o odhalenie? Obsahuje d\u00f4kazy typu \"smoking gun\"?<\/p>\n\n<p>Tradi\u010dn\u00fd pr\u00edstup:<\/p>\n<ul>\n<li>Pren\u00e1jom t\u00edmu zmluvn\u00fdch pr\u00e1vnikov<\/li>\n<li>Vytvorenie protokolov o presk\u00faman\u00ed<\/li>\n<li>\u0160kolenie recenzentov o tom, \u010do maj\u00fa h\u013eada\u0165<\/li>\n<li>Presk\u00famajte dokumenty jeden po druhom<\/li>\n<li>Ozna\u010dte ka\u017ed\u00fd dokument k\u00f3dom (relevantn\u00fd\/nerelevantn\u00fd, privilegovan\u00fd\/neprivilegovan\u00fd at\u010f.)<\/li>\n<li>Kontrola kvality vzorky na zabezpe\u010denie kvality<\/li>\n<li>Opakujte tis\u00edce hod\u00edn<\/li>\n<\/ul>\n\n<p>N\u00e1klady: $50-150 za hodinu na recenzenta. \u010cas: t\u00fd\u017edne alebo mesiace. Kvalita: Z\u00e1vis\u00ed od \u00fanavy a pozornosti recenzenta.<\/p>\n<p>Zme\u0161kali ste nie\u010do d\u00f4le\u017eit\u00e9? Pr\u00edpad sa m\u00f4\u017ee strati\u0165. Zah\u0155\u0148ate nie\u010do privilegovan\u00e9? Pr\u00e1ve ste sa vzdali v\u00fdsady.<\/p>\n<p>V st\u00e1vke je ve\u013ea. Objem je zdrvuj\u00faci. Term\u00edny s\u00fa tesn\u00e9.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u010co rob\u00ed umel\u00e1 inteligencia pri kontrole dokumentov<\/h3>\n\n\n<p>Umel\u00e1 inteligencia sa neunav\u00ed. Nenud\u00ed sa. \u010c\u00edta ka\u017ed\u00e9 slovo ka\u017ed\u00e9ho dokumentu a uplat\u0148uje konzistentn\u00fa logiku.<\/p>\n<p>Takto to v skuto\u010dnosti vyzer\u00e1:<\/p>\n\n\n<h4 class=\"wp-block-heading\">1. Automatick\u00e1 klasifik\u00e1cia relevantnosti<\/h4>\n\n\n<p>AI pre\u010d\u00edta zhrnutie pr\u00edpadu a kontroln\u00e9 protokoly. Potom pre\u010d\u00edta ka\u017ed\u00fd dokument.<\/p>\n<p>Pre ka\u017ed\u00fd dokument predpoved\u00e1:<\/p>\n<ul>\n<li>S\u00favis\u00ed s pr\u00edpadom alebo nie<\/li>\n<li>\u00darove\u0148 d\u00f4very (vysok\u00e1, stredn\u00e1, n\u00edzka)<\/li>\n<li>K\u013e\u00fa\u010dov\u00e9 t\u00e9my<\/li>\n<li>Pre\u010do to m\u00f4\u017ee by\u0165 d\u00f4le\u017eit\u00e9<\/li>\n<\/ul>\n\n<p>Nie je dokonal\u00fd. Ale 80-90% presn\u00fd pri priamych hovoroch o d\u00f4le\u017eitosti. To znamen\u00e1, \u017ee 80% dokumentov mo\u017eno s istotou roztriedi\u0165 e\u0161te predt\u00fdm, ako sa na ne pozrie \u013eudsk\u00fd hodnotite\u013e.<\/p>\n<p>Recenzenti sa zameriavaj\u00fa na 20%, kde je skuto\u010dne potrebn\u00fd \u00fasudok. Alebo kontroluj\u00fa pr\u00e1cu umelej inteligencie na dokumentoch s vysokou mierou d\u00f4veryhodnosti.<\/p>\n\n\n<h4 class=\"wp-block-heading\">2. Tematick\u00e9 zoskupovanie<\/h4>\n\n\n<p>Dokumenty neexistuj\u00fa izolovane. S\u00fa s\u00fa\u010das\u0165ou konverz\u00e1ci\u00ed. S\u00fa s\u00fa\u010das\u0165ou projektov. S\u00fa\u010das\u0165ou rozhodnut\u00ed.<\/p>\n<p>UI zoskupuje s\u00favisiace dokumenty:<\/p>\n<ul>\n<li>V\u0161etky e-maily vo vl\u00e1kne<\/li>\n<li>V\u0161etky dokumenty na rovnak\u00fa t\u00e9mu<\/li>\n<li>V\u0161etka komunik\u00e1cia medzi t\u00fdmi ist\u00fdmi osobami<\/li>\n<li>V\u0161etky dokumenty z rovnak\u00e9ho \u010dasov\u00e9ho obdobia o rovnakej udalosti<\/li>\n<\/ul>\n\n<p>Recenzenti vidia dokumenty v kontexte. Ch\u00e1pu cel\u00fd obraz. Zachytia s\u00favislosti, ktor\u00e9 by im unikli, ak by dokumenty prezerali jeden po druhom v n\u00e1hodnom porad\u00ed.<\/p>\n\n\n<h4 class=\"wp-block-heading\">3. Detekcia citliv\u00e9ho obsahu<\/h4>\n\n\n<p>Niektor\u00fdm dokumentom je potrebn\u00e9 venova\u0165 osobitn\u00fa pozornos\u0165:<\/p>\n<ul>\n<li>Potenci\u00e1lne d\u00f4vern\u00e1 komunik\u00e1cia (pr\u00e1vnemu z\u00e1stupcovi alebo od neho, pr\u00e1vne poradenstvo)<\/li>\n<li>Osobn\u00e9 \u00fadaje (men\u00e1, SSN, zdravotn\u00e9 inform\u00e1cie, finan\u010dn\u00e9 \u00fadaje)<\/li>\n<li>D\u00f4vern\u00e9 obchodn\u00e9 inform\u00e1cie<\/li>\n<li>hor\u00face dokumenty (d\u00f4kazy o protipr\u00e1vnom konan\u00ed alebo k\u013e\u00fa\u010dov\u00e9 skuto\u010dnosti)<\/li>\n<li>\u010cerven\u00e9 vlajky dodr\u017eiavania predpisov<\/li>\n<\/ul>\n\n<p>Umel\u00e1 inteligencia ich automaticky ozna\u010d\u00ed. Privilegovan\u00e9 dokumenty prech\u00e1dzaj\u00fa do samostatnej rev\u00edznej stopy. Osobn\u00e9 \u00fadaje sa zaznamenaj\u00fa na redigovanie. Hor\u00face dokumenty sa eskaluj\u00fa k star\u0161\u00edm recenzentom.<\/p>\n<p>Ni\u010d neprejde, preto\u017ee mlad\u0161\u00ed recenzent nerozpoznal jeho v\u00fdznam.<\/p>\n\n\n<h4 class=\"wp-block-heading\">4. Inteligentn\u00e9 stanovenie prior\u00edt<\/h4>\n\n\n<p>Nie v\u0161etky dokumenty s\u00fa rovnako d\u00f4le\u017eit\u00e9. Umel\u00e1 inteligencia v\u00e1m pom\u00f4\u017ee pri ich presk\u00faman\u00ed v spr\u00e1vnom porad\u00ed:<\/p>\n<ul>\n<li>Najsk\u00f4r vysok\u00e1 d\u00f4vera v relevantnos\u0165<\/li>\n<li>Najsk\u00f4r dokumenty od k\u013e\u00fa\u010dov\u00fdch spr\u00e1vcov<\/li>\n<li>Najsk\u00f4r dokumenty z kritick\u00fdch obdob\u00ed<\/li>\n<li>Dokumenty ozna\u010den\u00e9 ako potenci\u00e1lne hor\u00face ako prv\u00e9<\/li>\n<li>Dokumenty s citliv\u00fdm obsahom ako prv\u00e9<\/li>\n<\/ul>\n\n<p>D\u00f4le\u017eit\u00e9 veci n\u00e1jdete sk\u00f4r. Pr\u00edpadu porozumiete lep\u0161ie a r\u00fdchlej\u0161ie. Rob\u00edte lep\u0161ie strategick\u00e9 rozhodnutia.<\/p>\n\n\n<h4 class=\"wp-block-heading\">5. Sumariz\u00e1cia e-mailov\u00fdch vl\u00e1kien<\/h4>\n\n\n<p>E-mailov\u00e9 vl\u00e1kna s\u00fa dlh\u00e9. 20, 50, 100 spr\u00e1v. Mno\u017estvo \"\u010fakujem\" a \"pozri ni\u017e\u0161ie\" a preposielanie.<\/p>\n<p>Umel\u00e1 inteligencia pre\u010d\u00edta cel\u00e9 vl\u00e1kno a vytvor\u00ed zhrnutie:<\/p>\n<ul>\n<li>Kto sa na tom podie\u013ea<\/li>\n<li>O \u010dom sa diskutuje<\/li>\n<li>K\u013e\u00fa\u010dov\u00e9 rozhodnutia alebo prijat\u00e9 z\u00e1v\u00e4zky<\/li>\n<li>Otvoren\u00e9 ot\u00e1zky alebo ak\u010dn\u00e9 body<\/li>\n<li>\u010casov\u00e1 os udalost\u00ed<\/li>\n<\/ul>\n\n<p>Recenzenti pochopia kontext za 30 sek\u00fand namiesto 10 min\u00fat. Robia lep\u0161ie relevantn\u00e9 rozhodnutia.<\/p>\n\n\n<h4 class=\"wp-block-heading\">6. Vyh\u013ead\u00e1vanie koncepci\u00ed a technologicky asistovan\u00e9 presk\u00famanie (TAR)<\/h4>\n\n\n<p>Tradi\u010dn\u00e9 vyh\u013ead\u00e1vanie: N\u00e1jdite dokumenty obsahuj\u00face \"poru\u0161enie zmluvy\".<\/p>\n<p>Probl\u00e9m: V pr\u00edslu\u0161n\u00fdch dokumentoch m\u00f4\u017ee by\u0165 uveden\u00e9 \"poru\u0161il dohodu\" alebo \"nesplnil povinnosti\".<\/p>\n\n<p>Vyh\u013ead\u00e1vanie konceptov AI: Vyh\u013eadajte dokumenty o poru\u0161en\u00ed zmluvy bez oh\u013eadu na presn\u00fa formul\u00e1ciu.<\/p>\n<p>Rozumie v\u00fdznamu, nielen k\u013e\u00fa\u010dov\u00fdm slov\u00e1m. N\u00e1jde dokumenty, ktor\u00e9 by ste pri tradi\u010dnom vyh\u013ead\u00e1van\u00ed prehliadli.<\/p>\n\n<p>TAR ide \u010falej: Presk\u00famate po\u010diato\u010dn\u00fd s\u00fabor dokumentov. Umel\u00e1 inteligencia sa nau\u010d\u00ed, \u010do pova\u017eujete za relevantn\u00e9. Potom predpoved\u00e1 relevantnos\u0165 pre zvy\u0161n\u00e9 dokumenty. V\u010faka priebe\u017enej sp\u00e4tnej v\u00e4zbe je presnej\u0161ia.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u010co to pre v\u00e1s znamen\u00e1<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Pre rozhodovacie org\u00e1ny<\/h4>\n\n\n<p><strong>N\u00e1klady na objavenie klesaj\u00fa 40-70%.<\/strong><br \/>\nMenej hod\u00edn \u00fa\u010dtovan\u00fdch zmluvn\u00fdmi kontrol\u00f3rmi. R\u00fdchlej\u0161ie presk\u00famanie znamen\u00e1 menej re\u017eijn\u00fdch n\u00e1kladov na riadenie projektu. Lep\u0161ie zacielenie znamen\u00e1 menej nadprodukcie.<\/p>\n\n<p><strong>Pr\u00edpady sa rie\u0161ia r\u00fdchlej\u0161ie.<\/strong><br \/>\nPochopte pr\u00edpad lep\u0161ie a sk\u00f4r. N\u00e1jdite k\u013e\u00fa\u010dov\u00e9 d\u00f4kazy sk\u00f4r. R\u00fdchlej\u0161ie prij\u00edmajte informovan\u00e9 rozhodnutia o urovnan\u00ed. R\u00fdchlej\u0161ie reagujte na zistenia.<\/p>\n\n<p><strong>Predv\u00eddate\u013enos\u0165 rozpo\u010dtu.<\/strong><br \/>\nN\u00e1klady na umel\u00fa inteligenciu s\u00fa fixn\u00e9. Viete, ko\u013eko bude st\u00e1\u0165 presk\u00famanie v prvom kroku. \u017diadne prekvapenia z predl\u017euj\u00facich sa hod\u00edn recenzentov.<\/p>\n\n<p><strong>Lep\u0161ie strategick\u00e9 rozhodnutia.<\/strong><br \/>\nKe\u010f v\u010das n\u00e1jdete hor\u00face dokumenty a lep\u0161ie porozumiete pr\u00edpadu, urob\u00edte rozumnej\u0161ie rozhodnutia o urovnan\u00ed, postupe pri pod\u00e1van\u00ed n\u00e1vrhov a strat\u00e9gii s\u00fadneho konania.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Pre pr\u00e1vnikov<\/h4>\n\n\n<p><strong>Zamerajte sa na hodnotenie s vysokou hodnotou.<\/strong><br \/>\nZjavne irelevantn\u00e9 dokumenty nechajte spracova\u0165 umel\u00fa inteligenciu. Vy sa s\u00fastre\u010fte na dokumenty, ktor\u00e9 si vy\u017eaduj\u00fa pr\u00e1vne pos\u00fadenie.<\/p>\n\n<p><strong>N\u00e1jdite ihlu r\u00fdchlej\u0161ie.<\/strong><br \/>\nPrioritiz\u00e1cia a zoskupovanie v\u00e1m pom\u00f4\u017eu v\u010das identifikova\u0165 k\u013e\u00fa\u010dov\u00e9 dokumenty. R\u00fdchlej\u0161ie si vytvor\u00edte pr\u00edpad.<\/p>\n\n<p><strong>Lep\u0161ia ochrana privil\u00e9gi\u00ed.<\/strong><br \/>\nAutomatick\u00e9 ozna\u010dovanie zachyt\u00e1va potenci\u00e1lne privilegovan\u00e9 dokumenty. Menej riz\u00edk zbavenia sa d\u00f4vernosti.<\/p>\n\n<p><strong>Obh\u00e1jite\u013en\u00fd postup.<\/strong><br \/>\nKa\u017ed\u00e9 rozhodnutie je zaznamenan\u00e9. Ka\u017ed\u00e1 predpove\u010f je zdokumentovan\u00e1. V pr\u00edpade spochybnenia m\u00f4\u017eete obh\u00e1ji\u0165 svoj proces hodnotenia.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Pre dodr\u017eiavanie predpisov a vy\u0161etrovania<\/h4>\n\n\n<p><strong>R\u00fdchlej\u0161ie intern\u00e9 vy\u0161etrovanie.<\/strong><br \/>\nKe\u010f sa vyskytne probl\u00e9m, umel\u00e1 inteligencia v\u00e1m pom\u00f4\u017ee r\u00fdchlo skontrolova\u0165 relevantn\u00fa komunik\u00e1ciu. R\u00fdchlej\u0161ie pochop\u00edte, \u010do sa stalo.<\/p>\n\n<p><strong>Lep\u0161ia dokument\u00e1cia.<\/strong><br \/>\nJasn\u00fd z\u00e1znam o tom, \u010do sa presk\u00famalo, \u010do sa zistilo a ak\u00e9 rozhodnutia sa prijali. Pripravenos\u0165 na audit od prv\u00e9ho d\u0148a.<\/p>\n\n<p><strong>V\u010dasn\u00e9 zistenie probl\u00e9mu.<\/strong><br \/>\nAI ozna\u010duje potenci\u00e1lne probl\u00e9my s dodr\u017eiavan\u00edm predpisov v celom s\u00fabore dokumentov. Uvid\u00edte vzory spr\u00e1vania, ktor\u00e9 sa v\u00e1s t\u00fdkaj\u00fa.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Pr\u00edklad z re\u00e1lneho sveta: Pracovn\u00fd spor<\/h3>\n\n\n<p>Zamestnanec pod\u00e1va \u017ealobu za neopr\u00e1vnen\u00e9 prepustenie a ob\u0165a\u017eovanie. Zistenia zah\u0155\u0148aj\u00fa 3 roky e-mailov, z\u00e1znamov z rozhovorov a dokumentov person\u00e1lneho oddelenia. Spolu 80 000 dokumentov.<\/p>\n\n<p><strong>Bez umelej inteligencie:<\/strong><\/p>\n<ul>\n<li>Rev\u00edzny t\u00edm: 5 zmluvn\u00fdch pr\u00e1vnikov<\/li>\n<li>\u010cas na presk\u00famanie: 6 t\u00fd\u017ed\u0148ov<\/li>\n<li>Prv\u00fd n\u00e1jden\u00fd hor\u00faci dokument: T\u00fd\u017ede\u0148 4<\/li>\n<li>Celkov\u00e9 n\u00e1klady na presk\u00famanie: $120,000<\/li>\n<li>Zbyto\u010dne presk\u00faman\u00e9 dokumenty: Pribli\u017ene 50 000 jednozna\u010dne irelevantn\u00fdch dokumentov<\/li>\n<\/ul>\n\n<p><strong>S umelou inteligenciou:<\/strong><\/p>\n<ul>\n<li>AI predbe\u017ene klasifikuje dokumenty (\u010das spracovania 2 hodiny)<\/li>\n<li>40 000 dokumentov klasifikovan\u00fdch ako jednozna\u010dne nerelevantn\u00e9 (vysok\u00e1 spo\u013eahlivos\u0165)<\/li>\n<li>25 000 dokumentov ozna\u010den\u00fdch ako pravdepodobne relevantn\u00e9 alebo nejasn\u00e9<\/li>\n<li>15 000 dokumentov ozna\u010den\u00fdch ako potenci\u00e1lne citliv\u00e9 (privil\u00e9gi\u00e1, hor\u00face dokumenty)<\/li>\n<li>Hor\u00face dokumenty prioritne zaraden\u00e9 na za\u010diatok frontu na presk\u00famanie<\/li>\n<li>Kontroln\u00fd t\u00edm: 2 pr\u00e1vnici + 2 kontrol\u00f3ri zml\u00fav<\/li>\n<li>\u010cas na presk\u00famanie: 2,5 t\u00fd\u017ed\u0148a<\/li>\n<li>Prv\u00fd n\u00e1jden\u00fd hor\u00faci dokument: De\u0148 3<\/li>\n<li>Celkov\u00e9 n\u00e1klady: $45,000<\/li>\n<li>Lep\u0161ie pochopenie pr\u00edpadu, skor\u0161ia diskusia o urovnan\u00ed<\/li>\n<\/ul>\n\n<p>Rovnak\u00e1 kvalita. 60% \u00faspora n\u00e1kladov. R\u00fdchlej\u0161ie rozl\u00ed\u0161enie.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u010co AI nerob\u00ed<\/h3>\n\n\n<p>Povedzme si \u00faprimne, \u010do sa t\u00fdka obmedzen\u00ed.<\/p>\n\n<p><strong>Umel\u00e1 inteligencia nerozumie zlo\u017eit\u00fdm pr\u00e1vnym v\u00fdzvam.<\/strong><br \/>\nOzna\u010duje dokumenty, ktor\u00e9 m\u00f4\u017eu by\u0165 privilegovan\u00e9. Pr\u00e1vnik st\u00e1le rozhoduje o zachovan\u00ed v\u00fdsadn\u00e9ho postavenia.<\/p>\n\n<p><strong>Umel\u00e1 inteligencia nenahrad\u00ed \u013eudsk\u00fdch recenzentov.<\/strong><br \/>\nZni\u017euje sa t\u00fdm objem, ktor\u00fd musia skontrolova\u0165. Pom\u00e1ha im to robi\u0165 lep\u0161ie rozhodnutia. St\u00e1le kontroluj\u00fa a robia z\u00e1vere\u010dn\u00e9 rozhodnutia.<\/p>\n\n<p><strong>Umel\u00e1 inteligencia nezvl\u00e1da nov\u00e9 pr\u00edpady dokonale.<\/strong><br \/>\n\u0160tandardn\u00e9 spory (pracovn\u00e9, zmluvn\u00e9, du\u0161evn\u00e9 vlastn\u00edctvo)? V\u00fdborne. Bezprecedentn\u00e9 pr\u00e1vne te\u00f3rie bez \u0161koliacich \u00fadajov? Menej u\u017eito\u010dn\u00e9.<\/p>\n\n<p><strong>Umel\u00e1 inteligencia potrebuje sp\u00e4tn\u00fa v\u00e4zbu, aby sa mohla zlep\u0161ova\u0165.<\/strong><br \/>\n\u010c\u00edm viac kontrolujete a opravujete jeho predpovede, t\u00fdm je presnej\u0161\u00ed. Nie je to nastavenie a zabudnutie.<\/p>\n\n<p><strong>AI nerob\u00ed strategick\u00e9 rozhodnutia.<\/strong><br \/>\nInformuje v\u00e1s o tom, \u010do sa v dokumentoch nach\u00e1dza. Vy rozhodnete, \u010do to znamen\u00e1 pre dan\u00fd pr\u00edpad.<\/p>\n\n<p>Umel\u00e1 inteligencia je mocn\u00fd n\u00e1stroj. Nenahr\u00e1dza v\u0161ak sk\u00fasen\u00fdch pr\u00e1vnikov.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Ako za\u010da\u0165<\/h3>\n\n\n<p><strong>1. Identifikujte pilotn\u00fd pr\u00edpad.<\/strong><br \/>\nVyberte si pr\u00edpad s v\u00fdznamn\u00fdm objemom dokumentov (viac ako 10 000 dokumentov), ale nie najzlo\u017eitej\u0161\u00ed s\u00fadny spor. Najlep\u0161ie funguj\u00fa \u0161tandardn\u00e9 typy sporov.<\/p>\n\n<p><strong>2. Jasne definujte krit\u00e9ri\u00e1 presk\u00famania.<\/strong><br \/>\n\u010co rob\u00ed dokument relevantn\u00fdm? \u010co h\u013ead\u00e1te? \u010c\u00edm jasnej\u0161ie s\u00fa va\u0161e krit\u00e9ri\u00e1, t\u00fdm lep\u0161ie funguje umel\u00e1 inteligencia.<\/p>\n\n<p><strong>3. Za\u010dnite so sadou semien.<\/strong><br \/>\nRu\u010dn\u00e1 kontrola 500 a\u017e 1000 dokumentov. Zak\u00f3dujte ich. Umel\u00e1 inteligencia sa u\u010d\u00ed na z\u00e1klade va\u0161ich rozhodnut\u00ed.<\/p>\n\n<p><strong>4. Zvy\u0161ok klasifikuje umel\u00e1 inteligencia.<\/strong><br \/>\nUmel\u00e1 inteligencia predpoved\u00e1 relevantnos\u0165 zost\u00e1vaj\u00facich dokumentov na z\u00e1klade toho, \u010do sa nau\u010dila.<\/p>\n\n<p><strong>5. Presk\u00famanie s pomocou AI.<\/strong><br \/>\nZamerajte sa na dokumenty s vysokou prioritou. Kontrola kvality vzorky klasifik\u00e1ci\u00ed UI. Poskytnite sp\u00e4tn\u00fa v\u00e4zbu.<\/p>\n\n<p><strong>6. Zdokona\u013ete a roz\u0161\u00edrte.<\/strong><br \/>\nUmel\u00e1 inteligencia sa zlep\u0161uje v\u010faka sp\u00e4tnej v\u00e4zbe. Pou\u010dte sa z nadobudnut\u00fdch sk\u00fasenost\u00ed v \u010fal\u0161om pr\u00edpade.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Be\u017en\u00e9 ot\u00e1zky<\/h3>\n\n\n<p><strong>S\u00fady akceptuj\u00fa presk\u00famanie s pomocou umelej inteligencie?<\/strong><br \/>\n\u00c1no. S\u00fady opakovane schv\u00e1lili presk\u00famanie pomocou TAR a AI. V s\u00fa\u010dasnosti je to \u0161tandardn\u00e1 prax v zlo\u017eit\u00fdch s\u00fadnych sporoch.<\/p>\n\n<p><strong>A \u010do presk\u00famanie opr\u00e1vnen\u00ed?<\/strong><br \/>\nUmel\u00e1 inteligencia m\u00f4\u017ee ozna\u010di\u0165 potenci\u00e1lne d\u00f4vern\u00e9 dokumenty, ale kone\u010dn\u00e9 rozhodnutie o d\u00f4vernosti mus\u00ed urobi\u0165 pr\u00e1vnik. V\u00e4\u010d\u0161ina t\u00edmov pou\u017e\u00edva umel\u00fa inteligenciu na ozna\u010dovanie v prvom kroku.<\/p>\n\n<p><strong>Dok\u00e1\u017ee spracova\u0165 r\u00f4zne typy s\u00faborov?<\/strong><br \/>\n\u00c1no. E-maily, s\u00fabory PDF, dokumenty Word, Excel, obr\u00e1zky s textom (OCR), protokoly chatu a \u010fal\u0161ie. Ak sa d\u00e1 text extrahova\u0165, umel\u00e1 inteligencia ho dok\u00e1\u017ee analyzova\u0165.<\/p>\n\n<p><strong>A \u010do cudzie jazyky?<\/strong><br \/>\nUmel\u00e1 inteligencia si porad\u00ed s viacer\u00fdmi jazykmi. Presnos\u0165 sa l\u00ed\u0161i pod\u013ea jazyka. Najlep\u0161ie funguje angli\u010dtina, \u0161paniel\u010dina, franc\u00faz\u0161tina a nem\u010dina.<\/p>\n\n<p><strong>Ako zabezpe\u010d\u00edte kvalitu?<\/strong><br \/>\nOdber vzoriek QC. Priebe\u017en\u00e1 sp\u00e4tn\u00e1 v\u00e4zba. Valid\u00e1cia na z\u00e1klade kontroln\u00e9ho s\u00faboru. Rovnak\u00e9 postupy zabezpe\u010denia kvality ako pri tradi\u010dnom presk\u00faman\u00ed.<\/p>\n\n<p><strong>A \u010do bezpe\u010dnos\u0165 \u00fadajov?<\/strong><br \/>\nSpolupracujeme s va\u0161ou existuj\u00facou platformou eDiscovery alebo ju nasad\u00edme vo va\u0161om bezpe\u010dnom prostred\u00ed. Va\u0161e dokumenty zostan\u00fa pod va\u0161ou kontrolou.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Spodn\u00e1 hranica<\/h3>\n\n\n<p>Kontrola dokumentov nemus\u00ed by\u0165 n\u00e1kladn\u00e1 a \u010dasovo n\u00e1ro\u010dn\u00e1.<\/p>\n<p>Umel\u00e1 inteligencia zvl\u00e1dne prv\u00fd priechod. Triedi hromadu. N\u00e1jde vzory. Ozna\u010d\u00ed to, \u010do je d\u00f4le\u017eit\u00e9. Va\u0161i recenzenti sa zameraj\u00fa na dokumenty, ktor\u00e9 potrebuj\u00fa \u013eudsk\u00e9 pos\u00fadenie.<\/p>\n<p>V\u00fdsledkom je r\u00fdchlej\u0161ie rie\u0161enie pr\u00edpadov, ni\u017e\u0161ie n\u00e1klady na zis\u0165ovanie, lep\u0161ie strategick\u00e9 rozhodnutia a kontrol\u00f3ri vykon\u00e1vaj\u00faci pr\u00e1cu, ktor\u00e1 si skuto\u010dne vy\u017eaduje odborn\u00e9 znalosti.<\/p>\n<p>\u017diadne k\u00fazlo. Len praktick\u00e1 automatiz\u00e1cia, ktor\u00e1 zefekt\u00edv\u0148uje s\u00fadne spory.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Ste pripraven\u00ed zn\u00ed\u017ei\u0165 n\u00e1klady na vyh\u013ead\u00e1vanie?<\/h3>\n\n\n<p>Ka\u017ed\u00fd pr\u00edpad je in\u00fd. R\u00f4zne typy dokumentov. R\u00f4zne probl\u00e9my. R\u00f4zne kontroln\u00e9 protokoly.<\/p>\n<p>Nepred\u00e1vame univerz\u00e1lne rie\u0161enia. Venujeme sa va\u0161im konkr\u00e9tnym pr\u00edpadom a v\u00fdzvam pri zis\u0165ovan\u00ed. Identifikujeme, kde AI prin\u00e1\u0161a najv\u00e4\u010d\u0161iu hodnotu. Vytvor\u00edme pracovn\u00fd postup, ktor\u00fd vyhovuje v\u00e1\u0161mu procesu.<\/p>\n<p>Po\u010fme sa porozpr\u00e1va\u0165 o va\u0161ich v\u00fdzvach v oblasti kontroly dokumentov a o tom, kde m\u00f4\u017ee ma\u0165 umel\u00e1 inteligencia skuto\u010dn\u00fd vplyv.<\/p>\n\n<p><a href=\"https:\/\/www.leaplytics.de\/sk\/kontakt\/\">Diskutujte o svojich potreb\u00e1ch v oblasti kontroly dokumentov<\/a><\/p>\n\n<p><a href=\"https:\/\/www.leaplytics.de\/sk\/pravne-pravo-ai\/\">Sp\u00e4\u0165 na preh\u013ead pr\u00e1vnej AI<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>AI for Document Review in Litigation &#038; Investigations: Find the Needle Without Reading Every Piece of Hay Legal cases mean documents. Thousands of them. Sometimes millions. Emails. Attachments. PDFs. Chat logs. Text messages. Presentations. Spreadsheets. Photos with text. Contracts. Meeting notes. All of it needs review. All of it needs classification. Relevant or not. Privileged &hellip; <\/p>","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-14462","page","type-page","status-publish","hentry","latest_post"],"_links":{"self":[{"href":"https:\/\/www.leaplytics.de\/sk\/wp-json\/wp\/v2\/pages\/14462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.leaplytics.de\/sk\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.leaplytics.de\/sk\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/sk\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/sk\/wp-json\/wp\/v2\/comments?post=14462"}],"version-history":[{"count":1,"href":"https:\/\/www.leaplytics.de\/sk\/wp-json\/wp\/v2\/pages\/14462\/revisions"}],"predecessor-version":[{"id":14471,"href":"https:\/\/www.leaplytics.de\/sk\/wp-json\/wp\/v2\/pages\/14462\/revisions\/14471"}],"wp:attachment":[{"href":"https:\/\/www.leaplytics.de\/sk\/wp-json\/wp\/v2\/media?parent=14462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}