{"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>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\/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}]}}