{"id":28943,"date":"2026-07-24T08:42:00","date_gmt":"2026-07-24T08:42:00","guid":{"rendered":"https:\/\/bilnex.io\/ai-raamatupidamine\/"},"modified":"2026-07-24T08:42:00","modified_gmt":"2026-07-24T08:42:00","slug":"maksliga-intelekta-gramatvediba","status":"publish","type":"page","link":"https:\/\/bilnex.io\/lv\/maksliga-intelekta-gramatvediba\/","title":{"rendered":"Vai m\u0101ksl\u012bgais intelekts var veikt gr\u0101matved\u012bbu? God\u012bgs priek\u0161stats par 2026. gadu"},"content":{"rendered":"<article class=\"article-content-section article-content article-single\">\n<div class=\"container content-area\">\n<div class=\"text-content ce-answer\">\n<p>Liel\u0101ko da\u013cu, j\u0101, bet ne visu, un at\u0161\u0137ir\u012bba ir iev\u0113rojama. Dokumentu apstr\u0101des rut\u012bnu 2026. gad\u0101 veiks m\u0101ksl\u012bgais intelekts: r\u0113\u0137inu un \u010deku las\u012b\u0161ana, to iegr\u0101mato\u0161ana atbilsto\u0161i iepriek\u0161\u0113jai praksei, sal\u012bdzin\u0101\u0161ana ar bankas izrakstu ierakstiem un izdevumu kategoriz\u0113\u0161ana. \u0160is ir darbs, kas veido lauvas tiesu mazo uz\u0146\u0113mumu gr\u0101matved\u012bb\u0101, un tie\u0161i \u0161eit... <a href=\"https:\/\/receiptsai.com\/ai-automation-accounting-statistics-2026\">automatiz\u0113ta gr\u0101matved\u012bba ir visstrauj\u0101k augo\u0161ais m\u0101ksl\u012bg\u0101 intelekta gr\u0101matved\u012bbas tirgus segments<\/a>. Ko m\u0101ksl\u012bgais intelekts nedara: nodok\u013cu jaut\u0101jumu interpret\u0113\u0161anu, netipisku dar\u012bjumu nov\u0113rt\u0113\u0161anu, atbild\u012bbu par gada p\u0101rskata saturu. Un viena lieta nemaz nemain\u0101s: <a href=\"https:\/\/www.riigiteataja.ee\/akt\/125052012016\">Gr\u0101matved\u012bbas likums<\/a> Saska\u0146\u0101 ar likumu par gr\u0101matved\u012bbas organiz\u0113\u0161anu ir atbild\u012bga valde \u2013 instruments, lai cik gudrs tas b\u016btu, neuz\u0146emas atbild\u012bbu.<\/p>\n<h2 id=\"mida-ai-teeb-hasti\">Ko m\u0101ksl\u012bgais intelekts dara labi?<\/h2>\n<p>Viss, kur ievades dati ir dokuments, bet izvades dati ir ieraksts. Pien\u0101k r\u0113\u0137ins, dati tiek nolas\u012bti, pamatojoties uz pag\u0101tni, tiek pied\u0101v\u0101ts gr\u0101matved\u012bbas p\u0101rskats, tiek veikts ieraksts. Banka veic p\u0101rskait\u012bjumu, izraksts tiek sal\u012bdzin\u0101ts ar r\u0113\u0137iniem, tiek iez\u012bm\u0113tas neapstiprin\u0101t\u0101s rindas. Jo vair\u0101k v\u0113stures, jo prec\u012bz\u0101ki k\u013c\u016bst pied\u0101v\u0101jumi \u2013 t\u0101 ir likumsakar\u012bba, nevis ma\u0123ija. <a href=\"https:\/\/bilnex.io\/lv\/maksliga-intelekta-gramatvediba-2\/\">Gr\u0101matved\u012bbas meh\u0101nika<\/a> un <a href=\"https:\/\/bilnex.io\/lv\/automatiska-bankas-saskanosana\/\">banku sal\u012bdzin\u0101jums<\/a> m\u0113s rakst\u012bj\u0101m atsevi\u0161\u0137i.<\/p>\n<h2 id=\"kus-jookseb-piir\">Kur ir robe\u017ea?<\/h2>\n<p>Tr\u012bs viet\u0101s. Iz\u0146\u0113mumi: dar\u012bjumam, kas v\u0113stur\u0113 neeksist\u0113, ir nepiecie\u0161ams cilv\u0113ka l\u0113mums; laba sist\u0113ma to izce\u013c, nevis min. Interpret\u0101cijas: vai tas ir pamatl\u012bdzeklis vai izdevumi, k\u0101 aplikt ar nodokli p\u0101rrobe\u017eu pakalpojumu; t\u0101s ir apl\u0113ses, par kur\u0101m maks\u0101jat gr\u0101matvedim vai konsultantam. Un atbild\u012bba: aiz deklar\u0101cijas un zi\u0146ojuma ir cilv\u0113ka paraksts. T\u0101p\u0113c visizplat\u012bt\u0101kais modelis tirg\u016b ir \u201em\u0101ksl\u012bgais intelekts dara, cilv\u0113ks apstiprina\u201d, nevis \u201em\u0101ksl\u012bgais intelekts izlemj\u201d.<\/p>\n<h2 id=\"kas-see-on-usaldusvaarne\">Vai tas ir uzticams?<\/h2>\n<p>Sprie\u017eot p\u0113c lieto\u0161anas: <a href=\"https:\/\/dokka.com\/key-automation-statistics\/\">55\u201358% mazo uz\u0146\u0113mumu 2025. gad\u0101 izmantos m\u0101ksl\u012bgo intelektu.<\/a> un 68% uz\u0146\u0113mumos ar 10\u2013100 darbiniekiem. Tom\u0113r uzticam\u012bbas atsl\u0113ga nav statistika, bet gan darbpl\u016bsma: sist\u0113ma, kas par\u0101da, <em>k\u0101p\u0113c<\/em> vi\u0146\u0161 tikko veica ierakstu un \u013cauj p\u0101rskat\u012bt iz\u0146\u0113mumus, ir uzticams pat tad, ja viens pied\u0101v\u0101jums neizdodas. S\u0101ciet ar zemu risku: lasiet un klasific\u0113jiet pirkuma r\u0113\u0137inus, saglab\u0101jiet apstiprin\u0101\u0161anas ciklu un papla\u0161iniet to viet\u0101s, kur v\u0113sture par\u0101da precizit\u0101ti. Soli pa solim j\u016bs atrad\u012bsiet ce\u013cu <a href=\"https:\/\/bilnex.io\/lv\/noklusejuma-uznemuma-automatizacijas-celvedis\/\">automatiz\u0101cijas ce\u013cvedis<\/a>.<\/p>\n<\/div>\n<\/div>\n<\/article>\n<style>.ce-answer{max-width:760px;margin:0 auto;padding:8px 20px 48px;line-height:1.65}.ce-answer h2{margin:1.5em 0 .55em;line-height:1.3}.ce-answer h3{margin:1.1em 0 .45em}.ce-answer p{margin:0 0 1em}.ce-answer ul,.ce-answer ol{margin:0 0 1em;padding-left:1.4em}.ce-answer li{margin:.25em 0}.ce-answer table{border-collapse:collapse;width:100%;margin:0 0 1.2em}.ce-answer th,.ce-answer td{border:1px solid #ddd;padding:8px 10px;text-align:left}.ce-answer blockquote{border-left:3px solid #ccc;margin:1em 0;padding:6px 14px}.ce-answer sup a{text-decoration:none}.ce-answer-title{margin:.6em 0 .4em}<\/style>","protected":false},"excerpt":{"rendered":"<p>M\u016bsdien\u0101s m\u0101ksl\u012bgais intelekts veic ar dokumentiem saist\u012bto rut\u012bnu \u2013 las\u012b\u0161anu, public\u0113\u0161anu, sal\u012bdzin\u0101\u0161anu \u2013, ta\u010du interpret\u0101cijas, iz\u0146\u0113mumi un atbild\u012bba paliek cilv\u0113ku zi\u0146\u0101: saska\u0146\u0101 ar likumu par gr\u0101matved\u012bbu ir atbild\u012bga valde.<\/p>","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-28943","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/pages\/28943","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/comments?post=28943"}],"version-history":[{"count":0,"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/pages\/28943\/revisions"}],"wp:attachment":[{"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/media?parent=28943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}