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klasifikacijo in učinkovitejše delo z dokumenti, pri čemer v reguliranih panogah ohranja sledljivost, dokazljivost in nadzor.\u003C/p>",{"blocks":972,"value":991},[973,979,983,987],{"__typename":974,"id":975,"overrideTitle":976,"icon":48,"variant":977,"text":978},"InfoBoxRecord","KDirltpHRLOfHoAnNM2y9Q","Kaj zahteva EU AI Act od dokumentnih sistemov z umetno inteligenco?","Tip","\u003Cp>EU AI Act za visoko tvegane sisteme zahteva tehnično dokumentacijo (člen 11), revizijsko sled (člen 12) in človeški nadzor med uporabo (člen 14). Organizacije zavezuje od 2. avgusta 2026.\u003C/p>",{"__typename":974,"id":980,"overrideTitle":981,"icon":48,"variant":977,"text":982},"MvY9D86nQPConZwiNHoMjw","Kaj pomeni, da je odgovor AI preverljiv?","\u003Cp>Preverljiv odgovor AI je odgovor, ki se sklicuje na konkreten dokument, do katerega ima uporabnik dostop. Uporabnik ga lahko preveri pri viru, namesto da bi mu moral zaupati na besedo.\u003C/p>",{"__typename":974,"id":984,"overrideTitle":985,"icon":48,"variant":977,"text":986},"FDY6FEKTT1eeHuEKcF8FIg","Kaj prinaša dokumentni sistem z umetno inteligenco?","\u003Cp>Dokumentni sistem z umetno inteligenco omogoča pogovorno iskanje v naravnem jeziku, samodejno klasifikacijo dokumentov ob zajemu in odgovore na vprašanja o vsebini dokumentov. V reguliranih panogah je bistveno, da vse to poteka znotraj sistema s sledljivostjo dostopov in revizijsko sledjo. Rezultat je manj ročnega dela ob ohranjeni dokazljivosti.\u003C/p>",{"__typename":974,"id":988,"overrideTitle":989,"icon":48,"variant":977,"text":990},"axRVm1K0TIiO_MilLIAQYw","Ali umetna inteligenca v dokumentnem sistemu nadomesti človeško presojo?","\u003Cp>Umetna inteligenca v dokumentnem sistemu človeške presoje ne nadomesti, temveč jo podpre: AI predlaga, uporabnik odloča, sistem dokazuje. Končna odločitev ostane pri človeku, kar za visoko tvegane sisteme zahteva tudi člen 14 EU AI Acta.\u003C/p>",{"schema":992,"document":993},"dast",{"type":994,"children":995},"root",[996,1002,1006,1014,1019,1034,1065,1067,1071,1078,1082,1086,1090,1094,1098,1102,1106,1111,1115,1119,1123,1127,1131,1135,1136,1140,1161,1162,1166,1170,1174,1178,1182,1186,1190,1194,1198,1202,1209,1216,1217],{"type":997,"children":998},"paragraph",[999],{"type":1000,"value":1001},"span","Dokumentni sistem z umetno inteligenco reguliranim panogam omogoča hitrejše iskanje informacij, samodejno klasifikacijo in učinkovito delo z dokumenti ob ohranjeni sledljivosti, dokazljivosti in človeškem nadzoru. InDoc EDGE je dokumentni sistem v oblaku za regulirane panoge, ki ga Mikrocop nadgrajuje z AI zmogljivostmi po načelu: AI predlaga, uporabnik odloča, sistem dokazuje.",{"type":997,"children":1003},[1004],{"type":1000,"value":1005},"Regulirane organizacije se soočajo s količino dokumentacije, ki raste hitreje, kot jo zaposleni zmorejo obvladovati z ročnimi postopki. Hkrati se od njih pričakuje vedno več: hitrejši odzivni čas, manj napak, popolna sledljivost vsake odločitve. Umetna inteligenca lahko to breme razbremeni, a le, če deluje znotraj sistema, ki zna vsak korak dokazati.",{"type":997,"children":1007},[1008,1012],{"type":1000,"marks":1009,"value":1011},[1010],"emphasis","\" V reguliranem okolju ni pomembno le, kaj AI odgovori, ampak tudi, v kakšnem okolju deluje in katera pravila pri tem upošteva.\" ",{"type":1000,"value":1013},"pravi Ivo Vasev, produktni vodja InDoc EDGE v Mikrocopu. Ta misel je izhodišče vsega, kar sledi.",{"type":1015,"level":515,"children":1016},"heading",[1017],{"type":1000,"value":1018},"Realnost reguliranih panog",{"type":997,"children":1020},[1021,1023,1032],{"type":1000,"value":1022},"Banke že desetletja uporabljajo algoritme za napovedovanje tveganj. Zdravstveni sistemi razvrščajo paciente. Zavarovalnice avtomatizirajo likvidacijo škod. Umetna inteligenca v reguliranih panogah torej ni novost. Novost je regulacija: ",{"url":1024,"meta":1025,"type":12,"children":1029},"https://digital-strategy.ec.europa.eu/en/policies/regulatory-framework-ai",[1026],{"id":1027,"value":1028},"target","_blank",[1030],{"type":1000,"value":1031},"EU AI Act",{"type":1000,"value":1033}," (ki organizacije zavezuje od 2. avgusta 2026), spreminja vprašanje, ki so ga doslej postavljali revizorji in stranke, v zakonsko obveznost: ali lahko organizacija ob vsakem rezultatu pokaže, od kod prihaja, kdo ga je preveril in na kakšni podlagi je bil sprejet?",{"type":997,"children":1035},[1036,1038,1045,1047,1054,1056,1063],{"type":1000,"value":1037},"Sistemi, ki podpirajo odločitve v finančnem, zdravstvenem ali javnem sektorju, sodijo med visoko tvegane sisteme. Zanje AI Act zahteva tri vrste dokazovanja, ki se dopolnjujejo: tehnično dokumentacijo o zasnovi sistema in podatkih, na katerih temelji (",{"url":1039,"meta":1040,"type":12,"children":1042},"https://artificialintelligenceact.eu/article/11/",[1041],{"id":1027,"value":1028},[1043],{"type":1000,"value":1044},"člen 11",{"type":1000,"value":1046},"), samodejno beleženje dogodkov med delovanjem, torej revizijsko sled (",{"url":1048,"meta":1049,"type":12,"children":1051},"https://artificialintelligenceact.eu/article/12/",[1050],{"id":1027,"value":1028},[1052],{"type":1000,"value":1053},"člen 12",{"type":1000,"value":1055},"), ter učinkovit človeški nadzor v času uporabe (",{"url":1057,"meta":1058,"type":12,"children":1060},"https://artificialintelligenceact.eu/article/14/",[1059],{"id":1027,"value":1028},[1061],{"type":1000,"value":1062},"člen 14)",{"type":1000,"value":1064},".",{"item":975,"type":1066},"block",{"type":997,"children":1068},[1069],{"type":1000,"value":1070},"Razlika med prvima dvema je ključna: dokumentacija se pripravi vnaprej, revizijska sled pa nastaja sproti, ob vsaki uporabi sistema. Skladnost tako ni dokument, ki ga organizacija pripravi enkrat, temveč proces, ki teče ves čas. In prav to je pogoj za zaupanje regulatorja, strank in revizorjev.",{"type":997,"children":1072},[1073,1075],{"type":1000,"value":1074},"Vasev v tem ne vidi ovire: ",{"type":1000,"marks":1076,"value":1077},[1010],"\"AI Act za dokumentne sisteme ni grožnja, ampak potrditev smeri. Zahteve po sledljivosti, dokumentiranosti in človeškem nadzoru so točno tisto, kar dober dokumentni sistem počne že desetletja. Organizacije, ki imajo dokumentne procese urejene, so na AI Act v resnici pripravljene bolje, kot mislijo.\"",{"type":997,"children":1079},[1080],{"type":1000,"value":1081},"Praksa pa za temi zahtevami zaostaja. Generativna umetna inteligenca, ki poda odgovor brez navedenega vira, sama po sebi ni problematična. Je pa neustrezna za okolja, kjer mora biti vsak rezultat preverljiv, vsak korak zabeležen in vsaka odločitev pri človeku. Prav zato v reguliranih panogah vprašanje ni, kateri AI je najzmogljivejši, temveč katerega smejo uporabljati skladno.",{"type":1015,"level":515,"children":1083},[1084],{"type":1000,"value":1085},"Kaj pomeni AI v dokumentnem sistemu",{"type":997,"children":1087},[1088],{"type":1000,"value":1089},"Dokumentni sistem z umetno inteligenco je DMS, v katerem AI deluje znotraj okolja s sledljivostjo dostopov, verzioniranjem dokumentov in celovito revizijsko sledjo. Ni ločeno orodje, ki podatke obdeluje zunaj nadzorovanega sistema, in ni generativni klepetalnik, ki poda odgovor brez vira. Je zmogljivost, vgrajena v isto okolje, kjer dokumenti že živijo, se potrjujejo in arhivirajo.",{"type":997,"children":1091},[1092],{"type":1000,"value":1093},"Za regulirano panogo to pomeni razliko med AI, ki \"deluje\", in AI, ki je skladen. Prvi da odgovor. Drugi pokaže, od kod odgovor prihaja, kdo je rezultat lahko videl in kako je bil zabeležen. V dokumentnem sistemu, kjer regulativa tako ali tako temelji na dokumentih in sledljivih postopkih, je AI smiseln prav zato, ker se opira na strukturo, ki že obstaja. ",{"type":997,"children":1095},[1096],{"type":1000,"value":1097},"Dokumentni sistem že danes pokriva celoten življenjski krog dokumenta: nastanek, potrditev, dostope, verzije, hrambo in izločitev. AI temu ne dodaja manjkajočega člena, temveč deluje znotraj kroga, ki je že sklenjen in dokazljiv.",{"type":1015,"level":515,"children":1099},[1100],{"type":1000,"value":1101},"Tri načela zaupanja vrednega AI",{"type":997,"children":1103},[1104],{"type":1000,"value":1105},"Zaupanja vreden AI (angl. trustworthy AI) ni marketinška oznaka, temveč izrecni cilj EU AI Acta, katerega namen je spodbujati razvoj zaupanja vredne umetne inteligence v Evropi (Evropska komisija). Kako ta cilj prevesti v prakso dokumentnega sistema? V Mikrocopu si pri vključevanju AI v InDoc EDGE zastavljamo tri vprašanja.",{"type":1015,"level":1107,"children":1108},3,[1109],{"type":1000,"value":1110},"Je rezultat preverljiv? ",{"type":997,"children":1112},[1113],{"type":1000,"value":1114},"Ko revizor ali stranka vpraša, od kod izvira informacija, mora biti odgovor na voljo v nekaj klikih, ne po nekaj dneh rekonstruiranja. Zato se vsak odgovor AI v InDoc EDGE sklicuje na dokument, dostopen v okviru uporabnikovih pravic. Prepričljiv odgovor brez vira v regulirani panogi ne šteje nič.",{"type":1015,"level":1107,"children":1116},[1117],{"type":1000,"value":1118},"Ali človek še vedno odloča? ",{"type":997,"children":1120},[1121],{"type":1000,"value":1122},"AI je orodje za pomoč, ne za nadomeščanje presoje. Zato mora ostati vidno, kaj je predlagal AI, kaj je potrdil človek in kdaj. \"AI lahko predlaga, lahko pospeši, lahko opozori. Odločitev pa ostane pri človeku,\" pravi Vasev. To ni le naša drža: člen 14 EU AI Acta za visoko tvegane sisteme izrecno zahteva učinkovit človeški nadzor med uporabo.",{"type":1015,"level":1107,"children":1124},[1125],{"type":1000,"value":1126},"Ali krepi nadzor nad procesi? ",{"type":997,"children":1128},[1129],{"type":1000,"value":1130},"AI ne sme jemati nadzora, mora ga krepiti.  Ko AI prevzame ročne korake, zaposleni pridobijo čas za tisto, kjer je presoja resnično pomembna: za izjeme, mejne primere in odločitve s posledicami. \"Hitrost brez nadzora ni napredek, je tveganje, ki se še ni uresničilo,\" dodaja Vasev.",{"type":997,"children":1132},[1133],{"type":1000,"value":1134},"Deloittova raziskava o stanju AI v podjetjih prihaja do podobnega zaključka: ko se AI premika iz eksperimentiranja v dejansko uvajanje, postane upravljanje ključna razlika med organizacijami, ki uspešno širijo uporabo, in tistimi, ki obtičijo. Organizacije morajo jasno opredeliti, kje mora ostati človek pri nadzoru, kako se avtomatizirane odločitve revidirajo in katere zapise o delovanju sistema je treba hraniti.",{"item":980,"type":1066},{"type":1015,"level":515,"children":1137},[1138],{"type":1000,"value":1139},"Kako bo AI podpiral delo z dokumenti v InDoc EDGE",{"type":997,"children":1141},[1142,1144,1151,1153,1156,1158],{"type":1000,"value":1143},"InDoc EDGE je dokumentni sistem v oblaku, namenjen reguliranim panogam in organizacijam z visokimi zahtevami glede nadzora, sledljivosti in skladnosti. ",{"url":1145,"type":12,"children":1146},"/ai",[1147],{"type":1000,"marks":1148,"value":1150},[1149],"strong","AI zmogljivosti",{"type":1000,"value":1152}," se vanj uvajajo premišljeno, v smeri, ki uporabnikom rešujejo konkretne, vsakodnevne ovire. Izbira ni naključna. ",{"type":1000,"marks":1154,"value":1155},[1010],"\"Čas smo namenili iskanju največjega možnega preseka med tistim, kar je izvedljivo, poslovno smiselno, uporabno v praksi ter skladno in varno,\" ",{"type":1000,"value":1157},"pojasnjuje Vasev. ",{"type":1000,"marks":1159,"value":1160},[1010],"\"Samo na tej presečni točki lahko umetna inteligenca organizacijam res pomaga pri njihovem delu.\"",{"item":984,"type":1066},{"type":1015,"level":1107,"children":1163},[1164],{"type":1000,"value":1165},"Pogovorno iskanje",{"type":997,"children":1167},[1168],{"type":1000,"value":1169},"Vprašanje zastavite v naravnem jeziku, sistem pa ga razume po pomenu in ne le po ključnih besedah ter preoblikuje v iskalno poizvedbo za strukturirano iskanje. Iskanje tako ni več veščina, ki jo je treba posebej pridobiti, dostopne pravice in natančnost pa ostanejo nedotaknjene.",{"type":1015,"level":1107,"children":1171},[1172],{"type":1000,"value":1173},"Klasifikacija dokumentov",{"type":997,"children":1175},[1176],{"type":1000,"value":1177},"Ob zajemu sistem prepozna vrsto dokumenta in izlušči ključne podatke, brez ročnega prepisovanja. Ker je pravilna razvrstitev podlaga za dostopne pravice in elektronsko hrambo, gre za več kot zgolj pohitritev; gre za temelj dokazljivosti.",{"type":1015,"level":1107,"children":1179},[1180],{"type":1000,"value":1181},"Pogovor z dokumentom",{"type":997,"children":1183},[1184],{"type":1000,"value":1185},"Namesto branja od prve do zadnje strani dokumentu zastavite vprašanje o roku, znesku ali obveznosti in hitreje poiščete ključne informacije ali pridobite povzetek vsebine . ",{"type":997,"children":1187},[1188],{"type":1000,"value":1189},"Vsak od teh primerov se drži istega vodila: rezultat ostane preverljiv, dostop sledljiv, odločitev pa pri uporabniku.",{"type":1015,"level":515,"children":1191},[1192],{"type":1000,"value":1193},"Kaj to pomeni za organizacijo",{"type":997,"children":1195},[1196],{"type":1000,"value":1197},"Za organizacije v reguliranih panogah se vrednost AI ne meri zgolj v prihranjenem času. AI bo v InDoc EDGE podpiral hitrejše iskanje informacij, lažje delo z dokumenti in manj ročnega dela, to pa se prevede v lažje obvladovanje operativnih tveganj in manj priložnosti za napake pri klasifikaciji, hrambi ali dostopanju do dokumentov.",{"type":997,"children":1199},[1200],{"type":1000,"value":1201},"Nadzor, sledljivost, varnost in preverljivost pri tem niso omejitev, temveč pogoj, da AI v regulirani panogi sploh lahko postane zaupanja vreden sodelavec. Premišljen tempo ni previdnost, ampak prednost: organizacije, ki AI uvajajo tako, da lahko za vsak korak odgovarjajo, gradijo trdnejše temelje kot tiste, ki obljubljajo več, kot zmorejo pokazati.",{"type":997,"children":1203},[1204,1207],{"type":1000,"marks":1205,"value":1206},[1010],"\"Naš cilj ni bil biti prvi z AI. Cilj je biti relevanten, uporaben, skladen in varen,\"",{"type":1000,"value":1208}," zaključuje Vasev. \"Zaupanja vreden AI v dokumentnem sistemu ni tisti, ki več zmore. Je tisti, ki zmore dokazati vsak korak.\"",{"type":997,"children":1210},[1211,1213],{"type":1000,"value":1212},"Pristop, po katerem Mikrocop vključuje AI v InDoc EDGE, povzema en stavek: ",{"type":1000,"marks":1214,"value":1215},[1149],"AI predlaga, uporabnik odloča, sistem dokazuje.",{"item":988,"type":1066},{"type":997,"children":1218},[1219],{"type":1000,"value":40},{"alt":1221,"url":1222,"width":1223,"height":1224,"mimeType":1225,"title":1221,"responsiveImage":13},"Dokumentni sistem z umetno inteligenco","https://www.datocms-assets.com/85174/1784718618-dokumentni-sistem-z-umetno-inteligenco-za-regulirane-panoge-1.svg",1920,800,"image/svg+xml","Dokumentni sistem z umetno inteligenco za regulirane panoge","2026-07-23T08:50:52+02:00","2026-07-23T09:45:24+02:00",[1230,1233,1238,1241,1245,1248,1251,1255,1259,1263,1266,1269,1272,1275,1278,1281,1285,1288],{"attributes":13,"content":1231,"tag":1232},"Dokumentni sistem z AI za regulirane panoge | InDoc EDGE ","title",{"attributes":1234,"content":13,"tag":1237},{"property":1235,"content":1236},"og:title","Dokumentni sistem z AI za regulirane panoge","meta",{"attributes":1239,"content":13,"tag":1237},{"name":1240,"content":1236},"twitter:title",{"attributes":1242,"content":13,"tag":1237},{"name":1243,"content":1244},"description","Kako dokumentni sistem z AI pomaga reguliranim panogam ohraniti sledljivost, dokazljivost, varnost in človeški nadzor pri delu z dokumenti.",{"attributes":1246,"content":13,"tag":1237},{"property":1247,"content":1244},"og:description",{"attributes":1249,"content":13,"tag":1237},{"name":1250,"content":1244},"twitter:description",{"attributes":1252,"content":13,"tag":1237},{"property":1253,"content":1254},"og:image","https://www.datocms-assets.com/85174/1784718359-slo_blog_dokumentni-sistem-z-umetno-inteligenco-za-regulirane-panoge.png?auto=format&fit=max&w=1200",{"attributes":1256,"content":13,"tag":1237},{"property":1257,"content":1258},"og:image:width","1200",{"attributes":1260,"content":13,"tag":1237},{"property":1261,"content":1262},"og:image:height","630",{"attributes":1264,"content":13,"tag":1237},{"property":1265,"content":1221},"og:image:alt",{"attributes":1267,"content":13,"tag":1237},{"name":1268,"content":1254},"twitter:image",{"attributes":1270,"content":13,"tag":1237},{"name":1271,"content":1221},"twitter:image:alt",{"attributes":1273,"content":13,"tag":1237},{"property":1274,"content":32},"og:locale",{"attributes":1276,"content":13,"tag":1237},{"property":1277,"content":495},"og:type",{"attributes":1279,"content":13,"tag":1237},{"property":1280,"content":6},"og:site_name",{"attributes":1282,"content":13,"tag":1237},{"property":1283,"content":1284},"article:modified_time","2026-07-23T07:45:24Z",{"attributes":1286,"content":13,"tag":1237},{"property":1287,"content":40},"article:publisher",{"attributes":1289,"content":13,"tag":1237},{"name":1290,"content":1291},"twitter:card","summary",{"title":1236,"image":1293},{"url":1294,"width":1295,"height":1296},"https://www.datocms-assets.com/85174/1784718359-slo_blog_dokumentni-sistem-z-umetno-inteligenco-za-regulirane-panoge.png",1200,630,{"prev":13,"next":1298},{"title":1299,"slug":1300,"url":1301},"Kako bo sodobna DMS rešitev okrepila vaše podjetje?","kako-bo-sodobna-dms-resitev-okrepila-vase-podjetje","/knjiznica/kako-bo-sodobna-dms-resitev-okrepila-vase-podjetje",1784793458613]