{"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":"prezkoumani-dokumentu-vysetrovani-soudnich-sporu-ai","status":"publish","type":"page","link":"https:\/\/www.leaplytics.de\/cs\/prezkoumani-dokumentu-vysetrovani-soudnich-sporu-ai\/","title":{"rendered":"P\u0159ezkum dokument\u016f Soudn\u00ed spory a vy\u0161et\u0159ov\u00e1n\u00ed AI"},"content":{"rendered":"<h2>Um\u011bl\u00e1 inteligence pro p\u0159ezkum dokument\u016f v soudn\u00edch sporech a vy\u0161et\u0159ov\u00e1n\u00ed: Najd\u011bte jehlu, ani\u017e byste museli \u010d\u00edst ka\u017ed\u00fd kousek sena<\/h2>\n\n<p>Pr\u00e1vn\u00ed p\u0159\u00edpady znamenaj\u00ed dokumenty. Jsou jich tis\u00edce. N\u011bkdy i miliony.<\/p>\n<p>E-maily. P\u0159\u00edlohy. PDF. Z\u00e1znamy o chatu. Textov\u00e9 zpr\u00e1vy. Prezentace. Tabulky. Fotografie s textem. Smlouvy. Pozn\u00e1mky z jedn\u00e1n\u00ed.<\/p>\n<p>To v\u0161e je t\u0159eba p\u0159ezkoumat. V\u0161e je t\u0159eba klasifikovat. A\u0165 u\u017e je to relevantn\u00ed, nebo ne. Privilegovan\u00e9 nebo ne. Odpov\u00eddaj\u00edc\u00ed nebo ne. Hork\u00fd dokument nebo \u0161um.<\/p>\n<p>Toto je eDiscovery. Je to z\u00e1sadn\u00ed. Je to otupuj\u00edc\u00ed. A je to drah\u00e9.<\/p>\n<p>Um\u011bl\u00e1 inteligence m\u011bn\u00ed matematiku. P\u0159e\u010dte v\u0161echno. T\u0159\u00edd\u00ed hromadu. Najde vzory. Ozna\u010d\u00ed to, co je d\u016fle\u017eit\u00e9. Shrnuje vl\u00e1kna.<\/p>\n<p>Va\u0161i recenzenti se soust\u0159ed\u00ed na dokumenty, kter\u00e9 skute\u010dn\u011b pot\u0159ebuj\u00ed lidsk\u00e9 posouzen\u00ed. P\u0159\u00edpad se posune rychleji. N\u00e1klady z\u016fst\u00e1vaj\u00ed zvl\u00e1dnuteln\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 p\u0159ezkoum\u00e1n\u00ed dokument\u016f<\/h3>\n\n\n<p>Modern\u00ed soudn\u00ed spory produkuj\u00ed obrovsk\u00e9 objemy dokument\u016f. St\u0159edn\u011b velk\u00fd p\u0159\u00edpad: 50 000 dokument\u016f. Velk\u00fd p\u0159\u00edpad: miliony.<\/p>\n<p>Ka\u017ed\u00fd dokument pot\u0159ebuje o\u010di. Je relevantn\u00ed pro dan\u00fd p\u0159\u00edpad? Obsahuje d\u016fv\u011brn\u00e9 informace? Odpov\u00edd\u00e1 po\u017eadavk\u016fm na zp\u0159\u00edstupn\u011bn\u00ed? Obsahuje d\u016fkazn\u00ed materi\u00e1l?<\/p>\n\n<p>Tradi\u010dn\u00ed p\u0159\u00edstup:<\/p>\n<ul>\n<li>Najm\u011bte si t\u00fdm smluvn\u00edch pr\u00e1vn\u00edk\u016f<\/li>\n<li>Vytvo\u0159en\u00ed protokol\u016f o kontrole<\/li>\n<li>\u0160kolen\u00ed recenzent\u016f o tom, na co se maj\u00ed zam\u011b\u0159it<\/li>\n<li>Prohl\u00ed\u017een\u00ed dokument\u016f jeden po druh\u00e9m<\/li>\n<li>Ozna\u010dte ka\u017ed\u00fd dokument k\u00f3dem (relevantn\u00ed\/nerelevantn\u00ed, d\u016fv\u011brn\u00fd\/ned\u016fv\u011brn\u00fd atd.).<\/li>\n<li>Kontrola kvality vzorku pro zaji\u0161t\u011bn\u00ed kvality<\/li>\n<li>Opakov\u00e1n\u00ed po tis\u00edce hodin<\/li>\n<\/ul>\n\n<p>N\u00e1klady: $50-150 za hodinu na recenzenta. Doba: t\u00fddny nebo m\u011bs\u00edce. Kvalita: Z\u00e1le\u017e\u00ed na \u00fanav\u011b a pozornosti recenzenta.<\/p>\n<p>Zme\u0161kali jste n\u011bco d\u016fle\u017eit\u00e9ho? P\u0159\u00edpad m\u016f\u017ee b\u00fdt ztracen. Zahrnete n\u011bco privilegovan\u00e9ho? Pr\u00e1v\u011b jste se vzdali v\u00fdsady.<\/p>\n<p>S\u00e1zky jsou vysok\u00e9. Objem je zdrcuj\u00edc\u00ed. Term\u00edny jsou napjat\u00e9.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Co d\u011bl\u00e1 um\u011bl\u00e1 inteligence pro kontrolu dokument\u016f<\/h3>\n\n\n<p>Um\u011bl\u00e1 inteligence se neunav\u00ed. Nenud\u00ed se. \u010cte ka\u017ed\u00e9 slovo ka\u017ed\u00e9ho dokumentu a uplat\u0148uje konzistentn\u00ed logiku.<\/p>\n<p>Zde je popis toho, co se ve skute\u010dnosti d\u011bje:<\/p>\n\n\n<h4 class=\"wp-block-heading\">1. Automatick\u00e1 klasifikace relevance<\/h4>\n\n\n<p>UI si p\u0159e\u010dte shrnut\u00ed p\u0159\u00edpadu a protokoly o kontrole. Pot\u00e9 si p\u0159e\u010dte v\u0161echny dokumenty.<\/p>\n<p>Pro ka\u017ed\u00fd dokument p\u0159edpov\u00edd\u00e1:<\/p>\n<ul>\n<li>Souvis\u00ed s p\u0159\u00edpadem nebo ne<\/li>\n<li>\u00darove\u0148 d\u016fv\u011bry (vysok\u00e1, st\u0159edn\u00ed, n\u00edzk\u00e1)<\/li>\n<li>Kl\u00ed\u010dov\u00e1 t\u00e9mata<\/li>\n<li>Pro\u010d by to mohlo b\u00fdt d\u016fle\u017eit\u00e9<\/li>\n<\/ul>\n\n<p>Nen\u00ed dokonal\u00fd. Ale 80-90% p\u0159esn\u00fd na p\u0159\u00edm\u00fdch vol\u00e1n\u00edch. To znamen\u00e1, \u017ee 80% dokument\u016f lze s jistotou rozt\u0159\u00eddit je\u0161t\u011b p\u0159edt\u00edm, ne\u017e se na n\u011b pod\u00edv\u00e1 lidsk\u00fd recenzent.<\/p>\n<p>Recenzenti se zam\u011b\u0159uj\u00ed na 20%, kde je skute\u010dn\u011b pot\u0159eba \u00fasudek. Nebo kontroluj\u00ed pr\u00e1ci UI na dokumentech s vysokou d\u016fv\u011bryhodnost\u00ed.<\/p>\n\n\n<h4 class=\"wp-block-heading\">2. Tematick\u00e9 shlukov\u00e1n\u00ed<\/h4>\n\n\n<p>Dokumenty neexistuj\u00ed izolovan\u011b. Jsou sou\u010d\u00e1st\u00ed rozhovor\u016f. Jsou sou\u010d\u00e1st\u00ed projekt\u016f. Sou\u010d\u00e1st\u00ed rozhodnut\u00ed.<\/p>\n<p>UI seskupuje souvisej\u00edc\u00ed dokumenty:<\/p>\n<ul>\n<li>V\u0161echny e-maily ve vl\u00e1kn\u011b<\/li>\n<li>V\u0161echny dokumenty na stejn\u00e9 t\u00e9ma<\/li>\n<li>Ve\u0161ker\u00e1 komunikace mezi stejn\u00fdmi osobami<\/li>\n<li>V\u0161echny dokumenty ze stejn\u00e9ho \u010dasov\u00e9ho obdob\u00ed o stejn\u00e9 ud\u00e1losti<\/li>\n<\/ul>\n\n<p>Recenzenti vid\u00ed dokumenty v souvislostech. Ch\u00e1pou cel\u00fd obraz. Zachyt\u00ed souvislosti, kter\u00e9 by jim unikly, kdyby si dokumenty prohl\u00ed\u017eeli jeden po druh\u00e9m v n\u00e1hodn\u00e9m po\u0159ad\u00ed.<\/p>\n\n\n<h4 class=\"wp-block-heading\">3. Detekce citliv\u00e9ho obsahu<\/h4>\n\n\n<p>N\u011bkter\u00fdm dokument\u016fm je t\u0159eba v\u011bnovat zvl\u00e1\u0161tn\u00ed pozornost:<\/p>\n<ul>\n<li>Potenci\u00e1ln\u011b d\u016fv\u011brn\u00e1 sd\u011blen\u00ed (pr\u00e1vn\u00edmu z\u00e1stupci nebo od n\u011bj, pr\u00e1vn\u00ed poradenstv\u00ed)<\/li>\n<li>Osobn\u00ed \u00fadaje (jm\u00e9na, SSN, zdravotn\u00ed informace, finan\u010dn\u00ed \u00fadaje).<\/li>\n<li>D\u016fv\u011brn\u00e9 obchodn\u00ed informace<\/li>\n<li>Hork\u00e9 dokumenty (d\u016fkazy o protipr\u00e1vn\u00edm jedn\u00e1n\u00ed nebo kl\u00ed\u010dov\u00e9 skute\u010dnosti)<\/li>\n<li>\u010cerven\u00e9 vlajky dodr\u017eov\u00e1n\u00ed p\u0159edpis\u016f<\/li>\n<\/ul>\n\n<p>Um\u011bl\u00e1 inteligence je ozna\u010duje automaticky. Privilegovan\u00e9 dokumenty jsou za\u0159azeny do samostatn\u00e9 stopy p\u0159ezkoum\u00e1n\u00ed. Osobn\u00ed \u00fadaje jsou zaznamen\u00e1ny k redigov\u00e1n\u00ed. Hork\u00e9 dokumenty se eskaluj\u00ed k vedouc\u00edm recenzent\u016fm.<\/p>\n<p>Nic neprojde, proto\u017ee mlad\u0161\u00ed recenzent nerozpoznal jeho v\u00fdznam.<\/p>\n\n\n<h4 class=\"wp-block-heading\">4. Inteligentn\u00ed stanoven\u00ed priorit<\/h4>\n\n\n<p>Ne v\u0161echny dokumenty jsou stejn\u011b d\u016fle\u017eit\u00e9. Um\u011bl\u00e1 inteligence v\u00e1m pom\u016f\u017ee prov\u00e9st kontrolu ve spr\u00e1vn\u00e9m po\u0159ad\u00ed:<\/p>\n<ul>\n<li>Nejd\u0159\u00edve vysok\u00e1 d\u016fv\u011bra v relevanci<\/li>\n<li>Nejprve dokumenty od kl\u00ed\u010dov\u00fdch spr\u00e1vc\u016f<\/li>\n<li>Nejprve dokumenty z kritick\u00fdch obdob\u00ed<\/li>\n<li>Dokumenty ozna\u010den\u00e9 jako potenci\u00e1ln\u011b hork\u00e9 jako prvn\u00ed<\/li>\n<li>Dokumenty s citliv\u00fdm obsahem jako prvn\u00ed<\/li>\n<\/ul>\n\n<p>D\u016fle\u017eit\u00e9 v\u011bci najdete brzy. L\u00e9pe a rychleji porozum\u00edte p\u0159\u00edpadu. Ud\u011bl\u00e1te lep\u0161\u00ed strategick\u00e1 rozhodnut\u00ed.<\/p>\n\n\n<h4 class=\"wp-block-heading\">5. Shrnut\u00ed e-mailov\u00fdch vl\u00e1ken<\/h4>\n\n\n<p>E-mailov\u00e1 vl\u00e1kna jsou dlouh\u00e1. 20, 50, 100 zpr\u00e1v. Spousta \"d\u00edky\" a \"viz n\u00ed\u017ee\" a p\u0159epos\u00edl\u00e1n\u00ed.<\/p>\n<p>UI si p\u0159e\u010dte cel\u00e9 vl\u00e1kno a vytvo\u0159\u00ed shrnut\u00ed:<\/p>\n<ul>\n<li>Kdo se na tom pod\u00edl\u00ed<\/li>\n<li>O \u010dem se diskutuje<\/li>\n<li>Kl\u00ed\u010dov\u00e1 rozhodnut\u00ed nebo p\u0159ijat\u00e9 z\u00e1vazky<\/li>\n<li>Otev\u0159en\u00e9 ot\u00e1zky nebo ak\u010dn\u00ed body<\/li>\n<li>\u010casov\u00e1 osa ud\u00e1lost\u00ed<\/li>\n<\/ul>\n\n<p>Recenzenti pochop\u00ed kontext za 30 sekund m\u00edsto 10 minut. L\u00e9pe tak rozhoduj\u00ed o relevanci.<\/p>\n\n\n<h4 class=\"wp-block-heading\">6. Vyhled\u00e1v\u00e1n\u00ed koncept\u016f a technologicky asistovan\u00fd p\u0159ezkum (TAR)<\/h4>\n\n\n<p>Tradi\u010dn\u00ed vyhled\u00e1v\u00e1n\u00ed: Vyhledat dokumenty obsahuj\u00edc\u00ed v\u00fdraz \"poru\u0161en\u00ed smlouvy\".<\/p>\n<p>Probl\u00e9m: V p\u0159\u00edslu\u0161n\u00fdch dokumentech m\u016f\u017ee b\u00fdt uvedeno \"poru\u0161il dohodu\" nebo \"nesplnil povinnosti\".<\/p>\n\n<p>Vyhled\u00e1v\u00e1n\u00ed koncept\u016f AI: Vyhled\u00e1v\u00e1n\u00ed dokument\u016f o poru\u0161en\u00ed smlouvy bez ohledu na p\u0159esn\u00e9 zn\u011bn\u00ed.<\/p>\n<p>Rozum\u00ed v\u00fdznamu, nejen kl\u00ed\u010dov\u00fdm slov\u016fm. Najde dokumenty, kter\u00e9 byste p\u0159i tradi\u010dn\u00edm vyhled\u00e1v\u00e1n\u00ed p\u0159ehl\u00e9dli.<\/p>\n\n<p>TAR jde je\u0161t\u011b d\u00e1l: Prohl\u00ed\u017e\u00edte v\u00fdchoz\u00ed sadu dokument\u016f. Um\u011bl\u00e1 inteligence se nau\u010d\u00ed, co pova\u017eujete za relevantn\u00ed. Pot\u00e9 p\u0159edpov\u00edd\u00e1 relevanci pro zb\u00fdvaj\u00edc\u00ed dokumenty. Pr\u016fb\u011b\u017en\u00e1 zp\u011btn\u00e1 vazba ji zp\u0159es\u0148uje.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Co to pro v\u00e1s znamen\u00e1<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Pro osoby s rozhodovac\u00ed pravomoc\u00ed<\/h4>\n\n\n<p><strong>N\u00e1klady na objeven\u00ed klesaj\u00ed 40-70%.<\/strong><br \/>\nM\u00e9n\u011b hodin \u00fa\u010dtovan\u00fdch smluvn\u00edmi recenzenty. Rychlej\u0161\u00ed p\u0159ezkoum\u00e1n\u00ed znamen\u00e1 m\u00e9n\u011b re\u017eijn\u00edch n\u00e1klad\u016f na \u0159\u00edzen\u00ed projektu. Lep\u0161\u00ed zac\u00edlen\u00ed znamen\u00e1 m\u00e9n\u011b nadprodukce.<\/p>\n\n<p><strong>P\u0159\u00edpady se \u0159e\u0161\u00ed rychleji.<\/strong><br \/>\nPorozum\u011bjte p\u0159\u00edpadu l\u00e9pe a d\u0159\u00edve. Najd\u011bte d\u0159\u00edve kl\u00ed\u010dov\u00e9 d\u016fkazy. Rychleji p\u0159ij\u00edmejte informovan\u00e1 rozhodnut\u00ed o vypo\u0159\u00e1d\u00e1n\u00ed. Rychleji reagujte na zji\u0161t\u011bn\u00ed.<\/p>\n\n<p><strong>P\u0159edv\u00eddatelnost rozpo\u010dtu.<\/strong><br \/>\nN\u00e1klady na um\u011blou inteligenci jsou fixn\u00ed. V\u00edte, kolik bude st\u00e1t p\u0159ezkum v prvn\u00edm pr\u016fchodu. \u017d\u00e1dn\u00e1 p\u0159ekvapen\u00ed z prodlu\u017euj\u00edc\u00edch se hodin recenzent\u016f.<\/p>\n\n<p><strong>Lep\u0161\u00ed strategick\u00e1 rozhodnut\u00ed.<\/strong><br \/>\nKdy\u017e v\u010das najdete hork\u00e9 dokumenty a l\u00e9pe porozum\u00edte p\u0159\u00edpadu, m\u016f\u017eete u\u010dinit chyt\u0159ej\u0161\u00ed rozhodnut\u00ed o urovn\u00e1n\u00ed, postupu p\u0159i pod\u00e1v\u00e1n\u00ed n\u00e1vrh\u016f a strategii soudn\u00edho \u0159\u00edzen\u00ed.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Pro pr\u00e1vn\u00edky<\/h4>\n\n\n<p><strong>Zam\u011b\u0159te se na recenze s vysokou hodnotou.<\/strong><br \/>\nZjevn\u011b irelevantn\u00ed dokumenty nechte zpracovat um\u011blou inteligenci. Vy se soust\u0159e\u010fte na dokumenty, kter\u00e9 vy\u017eaduj\u00ed pr\u00e1vn\u00ed posouzen\u00ed.<\/p>\n\n<p><strong>Rychlej\u0161\u00ed nalezen\u00ed jehly.<\/strong><br \/>\nPrioritizace a shlukov\u00e1n\u00ed v\u00e1m pomohou v\u010das identifikovat kl\u00ed\u010dov\u00e9 dokumenty. Rychleji tak vytvo\u0159\u00edte sv\u016fj p\u0159\u00edpad.<\/p>\n\n<p><strong>Lep\u0161\u00ed ochrana opr\u00e1vn\u011bn\u00ed.<\/strong><br \/>\nAutomatick\u00e9 ozna\u010dov\u00e1n\u00ed zachycuje potenci\u00e1ln\u011b d\u016fv\u011brn\u00e9 dokumenty. M\u00e9n\u011b rizik z\u0159eknut\u00ed se v\u00fdsad.<\/p>\n\n<p><strong>Obhajiteln\u00fd postup.<\/strong><br \/>\nKa\u017ed\u00e9 rozhodnut\u00ed je zaznamen\u00e1no. Ka\u017ed\u00e1 p\u0159edpov\u011b\u010f je zdokumentov\u00e1na. V p\u0159\u00edpad\u011b zpochybn\u011bn\u00ed m\u016f\u017eete sv\u016fj proces p\u0159ezkoum\u00e1n\u00ed obh\u00e1jit.<\/p>\n\n\n<h4 class=\"wp-block-heading\">Pro dodr\u017eov\u00e1n\u00ed p\u0159edpis\u016f a vy\u0161et\u0159ov\u00e1n\u00ed<\/h4>\n\n\n<p><strong>Rychlej\u0161\u00ed intern\u00ed vy\u0161et\u0159ov\u00e1n\u00ed.<\/strong><br \/>\nKdy\u017e se vyskytne probl\u00e9m, AI v\u00e1m pom\u016f\u017ee rychle prov\u011b\u0159it p\u0159\u00edslu\u0161nou komunikaci. Rychleji pochop\u00edte, co se stalo.<\/p>\n\n<p><strong>Lep\u0161\u00ed dokumentace.<\/strong><br \/>\nJasn\u00fd z\u00e1znam o tom, co bylo p\u0159ezkoum\u00e1no, co bylo zji\u0161t\u011bno a jak\u00e1 rozhodnut\u00ed byla p\u0159ijata. P\u0159ipravenost na audit od prvn\u00edho dne.<\/p>\n\n<p><strong>V\u010dasn\u00e9 rozpozn\u00e1n\u00ed probl\u00e9mu.<\/strong><br \/>\nUm\u011bl\u00e1 inteligence ozna\u010duje potenci\u00e1ln\u00ed probl\u00e9my s dodr\u017eov\u00e1n\u00edm p\u0159edpis\u016f v cel\u00e9m souboru dokument\u016f. Uvid\u00edte vzorce chov\u00e1n\u00ed, kter\u00e9 v\u00e1s znepokojuj\u00ed.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">P\u0159\u00edklad z re\u00e1ln\u00e9ho sv\u011bta: Pracovn\u00ed spor<\/h3>\n\n\n<p>Zam\u011bstnanec pod\u00e1 \u017ealobu pro neopr\u00e1vn\u011bn\u00e9 ukon\u010den\u00ed pracovn\u00edho pom\u011bru a obt\u011b\u017eov\u00e1n\u00ed. Zji\u0161t\u011bn\u00ed zahrnuje 3 roky e-mail\u016f, chatov\u00fdch z\u00e1znam\u016f a dokument\u016f person\u00e1ln\u00edho odd\u011blen\u00ed. Celkem 80 000 dokument\u016f.<\/p>\n\n<p><strong>Bez um\u011bl\u00e9 inteligence:<\/strong><\/p>\n<ul>\n<li>Recenzn\u00ed t\u00fdm: 5 smluvn\u00edch pr\u00e1vn\u00edk\u016f<\/li>\n<li>Doba p\u0159ezkumu: 6 t\u00fddn\u016f<\/li>\n<li>Prvn\u00ed nalezen\u00fd hork\u00fd dokument: T\u00fdden 4<\/li>\n<li>Celkov\u00e9 n\u00e1klady na revizi: $120,000<\/li>\n<li>Zbyte\u010dn\u011b p\u0159ezkoum\u00e1van\u00e9 dokumenty: Zhruba 50 000 zjevn\u011b irelevantn\u00edch dokument\u016f<\/li>\n<\/ul>\n\n<p><strong>S um\u011blou inteligenc\u00ed:<\/strong><\/p>\n<ul>\n<li>AI p\u0159edb\u011b\u017en\u011b klasifikuje dokumenty (doba zpracov\u00e1n\u00ed 2 hodiny)<\/li>\n<li>40 000 dokument\u016f klasifikovan\u00fdch jako zjevn\u011b nerelevantn\u00ed (vysok\u00e1 d\u016fv\u011bryhodnost)<\/li>\n<li>25 000 dokument\u016f ozna\u010den\u00fdch jako pravd\u011bpodobn\u011b relevantn\u00ed nebo nejasn\u00e9<\/li>\n<li>15 000 dokument\u016f ozna\u010den\u00fdch jako potenci\u00e1ln\u011b citliv\u00e9 (privilegovan\u00e9, hork\u00e9 dokumenty)<\/li>\n<li>Hork\u00e9 dokumenty za\u0159azen\u00e9 na za\u010d\u00e1tek fronty prov\u011brek<\/li>\n<li>Revizn\u00ed t\u00fdm: 2 pr\u00e1vn\u00edci + 2 recenzenti smluv<\/li>\n<li>Doba p\u0159ezkumu: 2,5 t\u00fddne<\/li>\n<li>Prvn\u00ed nalezen\u00fd hork\u00fd dokument: Den 3<\/li>\n<li>Celkov\u00e9 n\u00e1klady: $45,000<\/li>\n<li>Lep\u0161\u00ed porozum\u011bn\u00ed p\u0159\u00edpadu, d\u0159\u00edv\u011bj\u0161\u00ed diskuse o vypo\u0159\u00e1d\u00e1n\u00ed<\/li>\n<\/ul>\n\n<p>Stejn\u00e1 kvalita. \u00daspora n\u00e1klad\u016f na 60%. Rychlej\u0161\u00ed rozli\u0161en\u00ed.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Co AI ned\u011bl\u00e1<\/h3>\n\n\n<p>\u0158ekn\u011bme si up\u0159\u00edmn\u011b, jak\u00e1 jsou omezen\u00ed.<\/p>\n\n<p><strong>Um\u011bl\u00e1 inteligence nerozum\u00ed slo\u017eit\u00fdm pr\u00e1vn\u00edm v\u00fdzv\u00e1m.<\/strong><br \/>\nOzna\u010duje dokumenty, kter\u00e9 by mohly b\u00fdt privilegovan\u00e9. V\u00fdsadn\u00ed postaven\u00ed st\u00e1le ur\u010duje pr\u00e1vn\u00edk.<\/p>\n\n<p><strong>Um\u011bl\u00e1 inteligence nenahrad\u00ed lidsk\u00e9 recenzenty.<\/strong><br \/>\nSni\u017euje se t\u00edm objem, kter\u00fd mus\u00ed kontrolovat. Pom\u00e1h\u00e1 jim to l\u00e9pe se rozhodovat. St\u00e1le je\u0161t\u011b p\u0159ezkoum\u00e1vaj\u00ed a prov\u00e1d\u011bj\u00ed z\u00e1v\u011bre\u010dn\u00e1 rozhodnut\u00ed.<\/p>\n\n<p><strong>Um\u011bl\u00e1 inteligence nezvl\u00e1d\u00e1 nov\u00e9 p\u0159\u00edpady dokonale.<\/strong><br \/>\nB\u011b\u017en\u00e9 spory (pracovn\u00ed, smluvn\u00ed, du\u0161evn\u00ed vlastnictv\u00ed)? V\u00fdborn\u011b. Bezprecedentn\u00ed pr\u00e1vn\u00ed teorie bez v\u00fdukov\u00fdch dat? M\u00e9n\u011b u\u017eite\u010dn\u00e9.<\/p>\n\n<p><strong>Um\u011bl\u00e1 inteligence pot\u0159ebuje zp\u011btnou vazbu, aby se mohla zlep\u0161ovat.<\/strong><br \/>\n\u010c\u00edm \u010dast\u011bji jeho p\u0159edpov\u011bdi kontrolujete a opravujete, t\u00edm je p\u0159esn\u011bj\u0161\u00ed. Nen\u00ed to funkce \"nastav a zapome\u0148\".<\/p>\n\n<p><strong>Um\u011bl\u00e1 inteligence ned\u011bl\u00e1 strategick\u00e1 rozhodnut\u00ed.<\/strong><br \/>\nDozv\u00edte se, co je v dokumentech obsa\u017eeno. Vy rozhodnete, co to pro p\u0159\u00edpad znamen\u00e1.<\/p>\n\n<p>Um\u011bl\u00e1 inteligence je mocn\u00fd n\u00e1stroj. Nenahrazuje v\u0161ak zku\u0161en\u00e9 soudn\u00ed znalce.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Jak za\u010d\u00edt<\/h3>\n\n\n<p><strong>1. Ur\u010dete pilotn\u00ed p\u0159\u00edpad.<\/strong><br \/>\nVyberte si p\u0159\u00edpad se smyslupln\u00fdm objemem dokument\u016f (v\u00edce ne\u017e 10 000 dokument\u016f), ale ne nejslo\u017eit\u011bj\u0161\u00ed soudn\u00ed spor. Nejl\u00e9pe funguj\u00ed standardn\u00ed typy spor\u016f.<\/p>\n\n<p><strong>2. Jasn\u011b definujte krit\u00e9ria p\u0159ezkumu.<\/strong><br \/>\nCo d\u011bl\u00e1 dokument relevantn\u00edm? Co hled\u00e1te? \u010c\u00edm jasn\u011bj\u0161\u00ed jsou va\u0161e krit\u00e9ria, t\u00edm l\u00e9pe si AI vede.<\/p>\n\n<p><strong>3. Za\u010dn\u011bte sadou semen.<\/strong><br \/>\nRu\u010dn\u00ed kontrola 500 a\u017e 1000 dokument\u016f. Zak\u00f3dujte je. Um\u011bl\u00e1 inteligence se u\u010d\u00ed na z\u00e1klad\u011b va\u0161ich rozhodnut\u00ed.<\/p>\n\n<p><strong>4. Zbytek nechte za\u0159adit um\u011blou inteligenci.<\/strong><br \/>\nUm\u011bl\u00e1 inteligence p\u0159edpov\u00edd\u00e1 relevanci zb\u00fdvaj\u00edc\u00edch dokument\u016f na z\u00e1klad\u011b toho, co se nau\u010dila.<\/p>\n\n<p><strong>5. P\u0159ezkoum\u00e1n\u00ed s pomoc\u00ed AI.<\/strong><br \/>\nZam\u011b\u0159te se na dokumenty s vysokou prioritou. Kontrolujte vzorek klasifikac\u00ed UI. Poskytn\u011bte zp\u011btnou vazbu.<\/p>\n\n<p><strong>6. Zp\u0159esnit a roz\u0161\u00ed\u0159it.<\/strong><br \/>\nUm\u011bl\u00e1 inteligence se zlep\u0161uje d\u00edky zp\u011btn\u00e9 vazb\u011b. Z\u00edskan\u00e9 poznatky pou\u017eijte v dal\u0161\u00edm p\u0159\u00edpad\u011b.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Nej\u010dast\u011bj\u0161\u00ed ot\u00e1zky<\/h3>\n\n\n<p><strong>Je soudn\u00ed p\u0159ezkum s pomoc\u00ed um\u011bl\u00e9 inteligence akceptov\u00e1n?<\/strong><br \/>\nAno. Soudy opakovan\u011b schv\u00e1lily p\u0159ezkum pomoc\u00ed TAR a AI. V sou\u010dasn\u00e9 dob\u011b se jedn\u00e1 o standardn\u00ed praxi ve slo\u017eit\u00fdch soudn\u00edch sporech.<\/p>\n\n<p><strong>A co kontrola opr\u00e1vn\u011bn\u00ed?<\/strong><br \/>\nUm\u011bl\u00e1 inteligence m\u016f\u017ee ozna\u010dit potenci\u00e1ln\u011b d\u016fv\u011brn\u00e9 dokumenty, ale kone\u010dn\u00e9 rozhodnut\u00ed o d\u016fv\u011brnosti mus\u00ed u\u010dinit pr\u00e1vn\u00edk. V\u011bt\u0161ina t\u00fdm\u016f pou\u017e\u00edv\u00e1 um\u011blou inteligenci pro ozna\u010den\u00ed prvn\u00edho pr\u016fchodu.<\/p>\n\n<p><strong>Um\u00ed zpracov\u00e1vat r\u016fzn\u00e9 typy soubor\u016f?<\/strong><br \/>\nAno. E-maily, PDF, dokumenty Word, Excel, obr\u00e1zky s textem (OCR), protokoly chatu a dal\u0161\u00ed. Pokud lze text extrahovat, um\u011bl\u00e1 inteligence jej dok\u00e1\u017ee analyzovat.<\/p>\n\n<p><strong>A co ciz\u00ed jazyky?<\/strong><br \/>\nUm\u011bl\u00e1 inteligence si porad\u00ed s v\u00edce jazyky. P\u0159esnost se li\u0161\u00ed podle jazyka. Nejl\u00e9pe funguje angli\u010dtina, \u0161pan\u011bl\u0161tina, francouz\u0161tina a n\u011bm\u010dina.<\/p>\n\n<p><strong>Jak zajist\u00edte kvalitu?<\/strong><br \/>\nOdb\u011br vzork\u016f QC. Pr\u016fb\u011b\u017en\u00e1 zp\u011btn\u00e1 vazba. Ov\u011b\u0159ov\u00e1n\u00ed na z\u00e1klad\u011b kontroln\u00edho souboru. Stejn\u00e9 postupy zaji\u0161t\u011bn\u00ed kvality jako p\u0159i tradi\u010dn\u00edm p\u0159ezkoum\u00e1n\u00ed.<\/p>\n\n<p><strong>Jak je to se zabezpe\u010den\u00edm dat?<\/strong><br \/>\nSpolupracujeme s va\u0161\u00ed st\u00e1vaj\u00edc\u00ed platformou eDiscovery nebo ji nasad\u00edme ve va\u0161em zabezpe\u010den\u00e9m prost\u0159ed\u00ed. Va\u0161e dokumenty z\u016fstanou pod va\u0161\u00ed kontrolou.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Podtr\u017eeno, se\u010dteno<\/h3>\n\n\n<p>Kontrola dokument\u016f nemus\u00ed b\u00fdt n\u00e1kladn\u00e1 a \u010dasov\u011b n\u00e1ro\u010dn\u00e1.<\/p>\n<p>Um\u011bl\u00e1 inteligence zvl\u00e1dne prvn\u00ed pr\u016fchod. T\u0159\u00edd\u00ed hromadu. Najde vzory. Ozna\u010d\u00ed to, co je d\u016fle\u017eit\u00e9. Va\u0161i recenzenti se soust\u0159ed\u00ed na dokumenty, kter\u00e9 pot\u0159ebuj\u00ed lidsk\u00e9 posouzen\u00ed.<\/p>\n<p>V\u00fdsledkem je rychlej\u0161\u00ed \u0159e\u0161en\u00ed p\u0159\u00edpad\u016f, ni\u017e\u0161\u00ed n\u00e1klady na zji\u0161\u0165ov\u00e1n\u00ed, lep\u0161\u00ed strategick\u00e1 rozhodnut\u00ed a recenzenti, kte\u0159\u00ed d\u011blaj\u00ed pr\u00e1ci, je\u017e skute\u010dn\u011b vy\u017eaduje odborn\u00e9 znalosti.<\/p>\n<p>\u017d\u00e1dn\u00e9 kouzlo. Jen praktick\u00e1 automatizace, kter\u00e1 zefektiv\u0148uje soudn\u00ed \u0159\u00edzen\u00ed.<\/p>\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Jste p\u0159ipraveni sn\u00ed\u017eit n\u00e1klady na vyhled\u00e1v\u00e1n\u00ed?<\/h3>\n\n\n<p>Ka\u017ed\u00fd p\u0159\u00edpad je jin\u00fd. R\u016fzn\u00e9 typy dokument\u016f. R\u016fzn\u00e9 probl\u00e9my. R\u016fzn\u00e9 kontroln\u00ed protokoly.<\/p>\n<p>Neprod\u00e1v\u00e1me univerz\u00e1ln\u00ed \u0159e\u0161en\u00ed. Zab\u00fdv\u00e1me se va\u0161imi konkr\u00e9tn\u00edmi p\u0159\u00edpady a v\u00fdzvami p\u0159i zji\u0161\u0165ov\u00e1n\u00ed. Zji\u0161\u0165ujeme, kde um\u011bl\u00e1 inteligence p\u0159in\u00e1\u0161\u00ed nejv\u011bt\u0161\u00ed hodnotu. Vytvo\u0159\u00edme pracovn\u00ed postup, kter\u00fd bude vyhovovat va\u0161emu procesu.<\/p>\n<p>Poj\u010fme si promluvit o va\u0161ich probl\u00e9mech p\u0159i kontrole dokument\u016f a o tom, kde m\u016f\u017ee m\u00edt um\u011bl\u00e1 inteligence skute\u010dn\u00fd dopad.<\/p>\n\n<p><a href=\"https:\/\/www.leaplytics.de\/cs\/kontakt\/\">Diskutujte o sv\u00fdch pot\u0159eb\u00e1ch v oblasti kontroly dokument\u016f<\/a><\/p>\n\n<p><a href=\"https:\/\/www.leaplytics.de\/cs\/pravni-pravo-ai\/\">Zp\u011bt na p\u0159ehled pr\u00e1vn\u00ed um\u011bl\u00e9 inteligence<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Um\u011bl\u00e1 inteligence pro prov\u011b\u0159ov\u00e1n\u00ed dokument\u016f v soudn\u00edch sporech a vy\u0161et\u0159ov\u00e1n\u00edch: Najd\u011bte jehlu, ani\u017e byste museli prohled\u00e1vat ka\u017ed\u00fd st\u00e9blo sena. Soudn\u00ed spory znamenaj\u00ed dokumenty. Tis\u00edce dokument\u016f. N\u011bkdy i miliony. E-maily. P\u0159\u00edlohy. Soubory PDF. Z\u00e1znamy z chat\u016f. Textov\u00e9 zpr\u00e1vy. Prezentace. Tabulky. Fotografie s textem. Smlouvy. Z\u00e1pisy z jedn\u00e1n\u00ed. To v\u0161e je t\u0159eba prov\u011b\u0159it. To v\u0161e je t\u0159eba za\u0159adit. A\u0165 u\u017e je to relevantn\u00ed, nebo ne. D\u016fv\u011brn\u00e9 \u2026 <\/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\/cs\/wp-json\/wp\/v2\/pages\/14462","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.leaplytics.de\/cs\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.leaplytics.de\/cs\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/cs\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.leaplytics.de\/cs\/wp-json\/wp\/v2\/comments?post=14462"}],"version-history":[{"count":1,"href":"https:\/\/www.leaplytics.de\/cs\/wp-json\/wp\/v2\/pages\/14462\/revisions"}],"predecessor-version":[{"id":14471,"href":"https:\/\/www.leaplytics.de\/cs\/wp-json\/wp\/v2\/pages\/14462\/revisions\/14471"}],"wp:attachment":[{"href":"https:\/\/www.leaplytics.de\/cs\/wp-json\/wp\/v2\/media?parent=14462"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}