{"id":28941,"date":"2026-07-24T08:40:00","date_gmt":"2026-07-24T08:40:00","guid":{"rendered":"https:\/\/bilnex.io\/vaikeettevotte-automatiseerimise-teekaart\/"},"modified":"2026-07-24T08:40:00","modified_gmt":"2026-07-24T08:40:00","slug":"noklusejuma-uznemuma-automatizacijas-celvedis","status":"publish","type":"page","link":"https:\/\/bilnex.io\/lv\/noklusejuma-uznemuma-automatizacijas-celvedis\/","title":{"rendered":"Mazo uz\u0146\u0113mumu automatiz\u0101cijas ce\u013cvedis: 4 so\u013ci"},"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>Gr\u0101matved\u012bbas automatiz\u0101cija izdodas sec\u012bgi un neizdodas uzreiz. Ce\u013cvedim ir \u010detri posmi, un katrs posms ir balst\u012bts uz iepriek\u0161\u0113jo: vispirms kan\u0101la jeb struktur\u0101lie dati, tad dokumentu las\u012b\u0161ana un gr\u0101mato\u0161ana, tad bankas saska\u0146o\u0161ana un tikai tad p\u0101rskatu veido\u0161ana un prognoz\u0113\u0161ana. Noteikums starp posmiem ir viens un izm\u0113r\u0101ms: p\u0101rejiet t\u0101l\u0101k, kad iepriek\u0161\u0113j\u0101 posma iz\u0146\u0113mumu l\u012bmenis ir stabili zems \u2013 tas noz\u012bm\u0113, ka iek\u0101rta var tikt gal\u0101 ar rut\u012bnu, un j\u016bs skat\u0101ties tikai uz novirz\u0113m. <a href=\"https:\/\/dokka.com\/key-automation-statistics\/\">55\u2013581\u00a0% mazo uz\u0146\u0113mumu jau izmanto m\u0101ksl\u012bgo intelektu<\/a>, pa \u0161o taku ir izstaig\u0101ta; t\u0101l\u0101k ir sniegta t\u0101s \u012bs\u0101k\u0101 dro\u0161\u0101 versija.<\/p>\n<h2 id=\"1-aste-kuidas-saada-struktuursed-andmed-sisse\">1.\u00a0darb\u012bba. K\u0101 ieg\u016bt struktur\u0101los datus?<\/h2>\n<p>Liel\u0101kais ieguvums nav programmat\u016bra, bet gan datu form\u0101ts: e-r\u0113\u0137inam nav nepiecie\u0161ama ievade, jo tas <em>ir<\/em> jau ir dati. Igaunij\u0101 tas noz\u012bm\u0113 re\u0123istr\u0101cijas atz\u012bmi e-komercre\u0123istr\u0101 un kan\u0101lu \u2013 valsts <a href=\"https:\/\/www.rik.ee\/et\/e-arveldaja\/teenustasu\">e-r\u0113\u0137ins pirmaj\u0101 gad\u0101 ir bez maksas<\/a> un tirg\u016b ir pieejamas bezmaksas ies\u0101c\u0113ju paketes. Gatav\u012bbas paz\u012bme: lauvas tiesa j\u016bsu regul\u0101ro pieg\u0101d\u0101t\u0101ju r\u0113\u0137inu tiks sa\u0146emta struktur\u0113t\u0101 veid\u0101, nevis PDF failu veid\u0101.<\/p>\n<h2 id=\"2-aste-lugemine-ja-konteerimine\">2. l\u012bmenis: Las\u012b\u0161ana un gr\u0101matved\u012bba<\/h2>\n<p>Visu, kas pien\u0101k PDF form\u0101t\u0101, ma\u0161\u012bna nolasa; visu, kas tiek nolas\u012bts, sa\u0146em <a href=\"https:\/\/bilnex.io\/lv\/maksliga-intelekta-gramatvediba-2\/\">M\u0101ksl\u012bg\u0101 intelekta gr\u0101matved\u012bba<\/a> ar apstiprin\u0101juma apli. Apstiprin\u0101jums par visu j\u0101veic s\u0101kum\u0101; pievienojiet automatiz\u0101ciju, ja v\u0113sture par\u0101da precizit\u0101ti. Gatav\u012bbas paz\u012bme: atk\u0101rtoti pieg\u0101d\u0101t\u0101ja ieraksti tiek nodoti nemain\u012bgi.<\/p>\n<h2 id=\"3-aste-pangavordlus\">3.\u00a0solis: Banku sal\u012bdzin\u0101jums<\/h2>\n<p>Savienojiet savu banku, izmantojot atv\u0113rto banku sist\u0113mu, un \u013caujiet <a href=\"https:\/\/bilnex.io\/lv\/automatiska-bankas-saskanosana\/\">nep\u0101rtraukti darboties sal\u012bdzin\u0101jum\u0101<\/a>Maks\u0101jumi ar atsauci tiks saska\u0146oti autom\u0101tiski, iz\u0146\u0113mumi tiks nos\u016bt\u012bti jums. Gatav\u012bbas paz\u012bme: M\u0113ne\u0161a beigu saska\u0146o\u0161ana ir uz izlases pamata veikta p\u0101rskat\u012b\u0161ana, nevis ikdienas darbs.<\/p>\n<h2 id=\"4-aste-aruandlus-ja-prognoos\">4. l\u012bmenis: Zi\u0146o\u0161ana un prognoz\u0113\u0161ana<\/h2>\n<p>Pamat\u0101 eso\u0161o datu sec\u012bba main\u0101s <a href=\"https:\/\/bilnex.io\/lv\/kmd-automatiska-atskanosana\/\">KMD iesnieg\u0161ana par darba protokolu<\/a> un <a href=\"https:\/\/bilnex.io\/lv\/maksliga-intelekta-naudas-plusmas-prognoze-2\/\">naudas pl\u016bsmas prognoze<\/a> \u0160is solis ir p\u0113d\u0113jais iemesla d\u0113\u013c: prognoze, pamatojoties uz datu kopu ar caurumiem, ir skaisti meli.<\/p>\n<h2 id=\"millised-on-kolm-levinud-viga\">K\u0101das ir tr\u012bs izplat\u012btas k\u013c\u016bdas?<\/h2>\n<p>S\u0101kot ar ceturto l\u012bmeni: prognoz\u0113\u0161anas r\u012bks tiek ieg\u0101d\u0101ts pirms bankas bankrota. Apstiprin\u0101juma cilpas zaud\u0113\u0161ana pirmaj\u0101 ned\u0113\u013c\u0101: autom\u0101tiskums ir j\u0101nopelna, nevis j\u0101iesl\u0113dz. Un viss uzreiz: pie katra l\u012bme\u0146a piera\u0161anas nepiecie\u0161amas da\u017eas ned\u0113\u013cas; \u010detru l\u012bme\u0146u ieg\u016b\u0161ana vienlaikus neizsme\u013c nevienu no tiem. Lai ieg\u016btu pla\u0161\u0101ku priek\u0161statu par to, kurp \u0161is ce\u013cojums ved, skatiet p\u0101rskatu. <a href=\"https:\/\/bilnex.io\/lv\/agentu-finansu-parvaldiba\/\">Kas ir a\u0123entu finan\u0161u p\u0101rvald\u012bba?<\/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>Pareiz\u0101 sec\u012bba: kan\u0101ls (e-r\u0113\u0137ini ien\u0101k), nolas\u012b\u0161ana un gr\u0101mato\u0161ana, bankas kontu saska\u0146o\u0161ana, tikai p\u0113c tam p\u0101rskatu snieg\u0161ana un prognoz\u0113\u0161ana. Katra posma gatav\u012bbas m\u0113rs ir iepriek\u0161\u0113j\u0101 posma iz\u0146\u0113mumu l\u012bmenis.<\/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-28941","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/pages\/28941","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=28941"}],"version-history":[{"count":0,"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/pages\/28941\/revisions"}],"wp:attachment":[{"href":"https:\/\/bilnex.io\/lv\/wp-json\/wp\/v2\/media?parent=28941"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}