{"id":14957,"date":"2025-12-06T17:57:38","date_gmt":"2025-12-06T17:57:38","guid":{"rendered":"https:\/\/aipraktikum.com\/?p=14957"},"modified":"2025-12-06T18:16:37","modified_gmt":"2025-12-06T18:16:37","slug":"kako-se-rade-ai-sustavi-od-ideje-do-automatizacije","status":"publish","type":"post","link":"https:\/\/aipraktikum.com\/en\/kako-se-rade-ai-sustavi-od-ideje-do-automatizacije\/","title":{"rendered":"Kako se rade AI sustavi. Od ideje do automatizacije"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"14957\" class=\"elementor elementor-14957\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1fd50b1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1fd50b1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f166345\" data-id=\"f166345\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5849078 elementor-widget elementor-widget-text-editor\" data-id=\"5849078\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<div class=\"bot-name gds-title-s ng-tns-c3675519867-26 ng-star-inserted\">\u00a0<\/div><div class=\"response-content ng-tns-c3675519867-26\"><div id=\"model-response-message-contentr_81fbee06ad374236\" class=\"markdown markdown-main-panel stronger enable-updated-hr-color\" dir=\"ltr\" aria-live=\"polite\" aria-busy=\"false\"><p data-path-to-node=\"4\">Izrada AI sustava je proces povezivanja umjetne inteligencije (poput ChatGPT-a) s va\u0161im poslovnim podacima i alatima kako bi se automatizirali zadaci. To nije &#8220;magija&#8221;, ve\u0107 in\u017eenjerski postupak koji uklju\u010duje definiranje problema, prikupljanje podataka, odabir modela i integraciju kroz alate za automatizaciju kao \u0161to je n8n.<\/p><h3 data-path-to-node=\"6\">1. Definiranje problema: Gdje gori?<\/h3><p data-path-to-node=\"7\">Prije nego \u0161to napi\u0161ete liniju koda ili slo\u017eite prvi\u00a0<i>node<\/i>\u00a0u automatizaciji, morate znati \u0161to rje\u0161avate. Najuspje\u0161niji AI sustavi ne poku\u0161avaju raditi &#8220;sve&#8221;. Oni rje\u0161avaju jedan, specifi\u010dan i bolan problem.<\/p><p data-path-to-node=\"8\"><b>Primjer iz prakse:<\/b>\u00a0Umjesto &#8220;\u017delim AI u firmi&#8221;, cilj treba biti &#8220;\u017delim da AI automatski odgovara na upite kupaca o statusu narud\u017ebe unutar 3 minute&#8221;.<\/p><p data-path-to-node=\"9\">U\u00a0<b>AI PRAKTIKUMU<\/b>\u00a0uvijek kre\u0107emo od ovog koraka. Ako ne znate \u0161to automatizirate, ni najbolji AI model vam ne\u0107e pomo\u0107i. Fokusiramo se na procese koji se ponavljaju i tro\u0161e ljudsko vrijeme.<\/p><h3 data-path-to-node=\"10\">2. Prikupljanje i priprema podataka (Gorivo)<\/h3><p data-path-to-node=\"11\">AI model je pametan onoliko koliko su kvalitetni podaci koje mu date. Da bi sustav radio, on mora imati kontekst.<\/p><p data-path-to-node=\"12\">To uklju\u010duje:<\/p><ul data-path-to-node=\"13\"><li><p data-path-to-node=\"13,0,0\"><b>Interne dokumente:<\/b>\u00a0PDF-ovi, Excel tablice, povijest emailova.<\/p><\/li><li><p data-path-to-node=\"13,1,0\"><b>Strukturirane podatke:<\/b>\u00a0Baze podataka kupaca (CRM).<\/p><\/li><li><p data-path-to-node=\"13,2,0\"><b>Prompt in\u017eenjering:<\/b>\u00a0Na\u010din na koji &#8220;razgovarate&#8221; s modelom.<\/p><\/li><\/ul><p data-path-to-node=\"14\">Prema izvje\u0161\u0107u\u00a0<b>Gartnera (2023)<\/b>, lo\u0161a kvaliteta podataka glavni je razlog neuspjeha 40% AI inicijativa. Zato bolje &#8220;o\u010distite&#8221; podatke prije nego ih pustite u sustav.<\/p><h3 data-path-to-node=\"15\">3. Odabir AI modela i alata (Motor)<\/h3><p data-path-to-node=\"16\">Ne morate graditi vlastiti &#8220;mozak&#8221; od nule. Danas koristimo gotove, mo\u0107ne modele (LLM &#8211; Large Language Models) i povezujemo ih s va\u0161im poslovanjem.<\/p><p data-path-to-node=\"17\"><b>Naj\u010de\u0161\u0107i izbori danas:<\/b><\/p><ul data-path-to-node=\"18\"><li><p data-path-to-node=\"18,0,0\"><b>OpenAI (GPT-4o):<\/b>\u00a0Odli\u010dan za logiku, analizu teksta i kreativnost.<\/p><\/li><li><p data-path-to-node=\"18,1,0\"><b>Anthropic (Claude 3.5 Sonnet):<\/b>\u00a0Vrhunski za programiranje i nijansirano pisanje.<\/p><\/li><li><p data-path-to-node=\"18,2,0\"><b>Open Source (Llama 3):<\/b>\u00a0Za tvrtke koje \u017eele podatke dr\u017eati isklju\u010divo na svojim serverima.<\/p><\/li><\/ul><h3 data-path-to-node=\"19\">4. Integracija i Automatizacija (\u0160asija i kota\u010di)<\/h3><p data-path-to-node=\"20\">Ovo je klju\u010dni dio gdje\u00a0<b>AI PRAKTIKUM<\/b>\u00a0donosi najve\u0107u vrijednost. Sam ChatGPT u pregledniku je koristan, ali je izoliran. Pravi AI sustav nastaje kada taj AI pove\u017eete s va\u0161im emailom, Slackom, Google Driveom ili CRM-om.<\/p><p data-path-to-node=\"21\">Za ovo koristimo\u00a0<b>n8n<\/b>\u00a0\u2013 alat za automatizaciju koji nam omogu\u0107uje da gradimo slo\u017eene sustave bez te\u0161kog programiranja (Low-Code).<\/p><p data-path-to-node=\"22\"><b>Kako izgleda jednostavan AI sustav u n8n-u:<\/b><\/p><ol start=\"1\" data-path-to-node=\"23\"><li><p data-path-to-node=\"23,0,0\"><b>Trigger:<\/b>\u00a0Stigne novi email na\u00a0<i>podrska@firma.hr<\/i>.<\/p><\/li><li><p data-path-to-node=\"23,1,0\"><b>Action:<\/b>\u00a0AI pro\u010dita email i kategorizira ga (npr. &#8220;Reklamacija&#8221;).<\/p><\/li><li><p data-path-to-node=\"23,2,0\"><b>Action:<\/b>\u00a0AI izvu\u010de podatke iz CRM-a o tom kupcu.<\/p><\/li><li><p data-path-to-node=\"23,3,0\"><b>Action:<\/b>\u00a0AI napi\u0161e nacrt odgovora.<\/p><\/li><li><p data-path-to-node=\"23,4,0\"><b>Output:<\/b>\u00a0Djelatnik samo odobri odgovor jednim klikom.<\/p><\/li><\/ol><div class=\"horizontal-scroll-wrapper\"><div class=\"table-block-component\"><div class=\"table-block has-export-button\"><div class=\"table-content not-end-of-paragraph\" data-hveid=\"0\" data-ved=\"0CAAQ3ecQahcKEwjw6M3Gw6mRAxUAAAAAHQAAAAAQcQ\"><table data-path-to-node=\"24\"><thead><tr><td><span data-path-to-node=\"24,0,0,0\">Komponenta<\/span><\/td><td><span data-path-to-node=\"24,0,1,0\">Uloga u sustavu<\/span><\/td><td><span data-path-to-node=\"24,0,2,0\">Primjer alata<\/span><\/td><\/tr><\/thead><tbody><tr><td><span data-path-to-node=\"24,1,0,0\"><b>Trigger<\/b><\/span><\/td><td><span data-path-to-node=\"24,1,1,0\">Pokre\u0107e proces<\/span><\/td><td><span data-path-to-node=\"24,1,2,0\">Email, Web forma, Timer<\/span><\/td><\/tr><tr><td><span data-path-to-node=\"24,2,0,0\"><b>Logika (AI)<\/b><\/span><\/td><td><span data-path-to-node=\"24,2,1,0\">Obra\u0111uje informacije<\/span><\/td><td><span data-path-to-node=\"24,2,2,0\">OpenAI, Claude<\/span><\/td><\/tr><tr><td><span data-path-to-node=\"24,3,0,0\"><b>Baza znanja<\/b><\/span><\/td><td><span data-path-to-node=\"24,3,1,0\">Daje kontekst<\/span><\/td><td><span data-path-to-node=\"24,3,2,0\">Pinecone, Google Sheets<\/span><\/td><\/tr><tr><td><span data-path-to-node=\"24,4,0,0\"><b>Akcija<\/b><\/span><\/td><td><span data-path-to-node=\"24,4,1,0\">Izvr\u0161ava zadatak<\/span><\/td><td><span data-path-to-node=\"24,4,2,0\">Gmail, Slack, WordPress<\/span><\/td><\/tr><\/tbody><\/table><\/div><div class=\"table-footer hide-from-message-actions ng-star-inserted\">\u00a0<\/div><\/div><\/div><\/div><h3 data-path-to-node=\"25\">5. Testiranje i ljudska kontrola (Human-in-the-loop)<\/h3><p data-path-to-node=\"26\">Niti jedan AI sustav ne pu\u0161tamo u rad bez nadzora, barem u po\u010detku.\u00a0<b>McKinsey (2024)<\/b>\u00a0navodi da tvrtke koje zadr\u017ee ljudsku kontrolu u klju\u010dnim to\u010dkama AI procesa imaju 30% ve\u0107e zadovoljstvo korisnika od onih koji sve prepuste robotima.<\/p><p data-path-to-node=\"27\">Sustav mora biti dizajniran tako da &#8220;zna \u0161to ne zna&#8221; i da proslijedi slo\u017eene slu\u010dajeve \u010dovjeku.<\/p><h3 data-path-to-node=\"29\">FAQ: Naj\u010de\u0161\u0107a pitanja o izradi AI sustava<\/h3><p data-path-to-node=\"30\"><b>1. Moram li znati programirati da bih napravio AI sustav?<\/b>\u00a0Ne nu\u017eno. Alati poput n8n i Make omogu\u0107uju vizualno slaganje sustava (povuci-i-ispusti). Ipak, razumijevanje logike procesa je nu\u017eno, a to u\u010dimo na radionicama.<\/p><p data-path-to-node=\"31\"><b>2. Koliko ko\u0161ta izrada jednog AI sustava?<\/b>\u00a0Tro\u0161ak ovisi o slo\u017eenosti. Mjese\u010dni tro\u0161kovi alata (n8n, OpenAI API) mogu biti ispod 50 EUR za manje sustave. Najve\u0107i tro\u0161ak je znanje i vrijeme za postavljanje.<\/p><p data-path-to-node=\"32\"><b>3. Jesu li moji podaci sigurni kada koristim AI?<\/b>\u00a0Ako koristite API pristup (\u0161to radimo u AI PRAKTIKUMU), podaci se prema uvjetima OpenAI-a ne koriste za treniranje njihovih javnih modela. Privatnost je stvar arhitekture sustava.<\/p><p data-path-to-node=\"33\"><b>4. Koliko vremena treba za izradu prototipa?<\/b>\u00a0Uz prave alate i znanje, jednostavan sustav za automatizaciju emailova ili analizu dokumenata mo\u017ee se slo\u017eiti u jednom danu.<\/p><p data-path-to-node=\"34\"><b>5. Koja je razlika izme\u0111u obi\u010dne automatizacije i AI automatizacije?<\/b>\u00a0Obi\u010dna automatizacija radi fiksna pravila (Ako A, onda B). AI automatizacija razumije kontekst, sentiment i nestrukturirane podatke (npr. mo\u017ee pro\u010ditati i razumjeti tekst emaila koji nikad prije nije vidjela).<\/p><p data-path-to-node=\"35\"><b>6. Mogu li povezati AI sa svojim starim ra\u010dunovodstvenim programom?<\/b>\u00a0Ako program ima API ili mogu\u0107nost izvoza podataka (CSV\/Excel), da. Ako ne, koristimo OCR tehnologiju za \u010ditanje ekrana, ali to je slo\u017eenije.<\/p><p data-path-to-node=\"36\"><b>7. \u0160to ako AI pogrije\u0161i?<\/b> Sustavi se dizajniraju s &#8220;za\u0161titnim ogradama&#8221;. Ako je pouzdanost odgovora ispod odre\u0111enog postotka, sustav automatski alarmira \u010dovjeka.<\/p><h3 data-path-to-node=\"38\">\u017delite vlastiti AI sustav, ali ne znate odakle krenuti?<\/h3><p data-path-to-node=\"39\">Teorija je jedno, a praksa drugo. U\u00a0<b>AI PRAKTIKUMU<\/b>\u00a0ne pri\u010damo samo o budu\u0107nosti, mi je gradimo danas.<\/p><p data-path-to-node=\"40\">Bilo da \u017eelite nau\u010diti kako sami slo\u017eiti n8n automatizacije ili trebate nekoga da postavi sustav za vas, tu sam<br \/><br \/>Darko Biland\u017ei\u0107<br \/>AI Praktikum<br \/><strong data-start=\"5502\" data-end=\"5526\"><a class=\"decorated-link\" href=\"mailto:info@aipraktikum.com\" rel=\"noopener\" data-start=\"5504\" data-end=\"5524\">info@aipraktikum.com<\/a><\/strong><br \/>Nau\u010di AI alate za bolje rezultate<br \/><br \/><em><strong data-start=\"65\" data-end=\"109\">U doba inteligencije, neznanje je izbor.<\/strong><\/em><\/p><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3916c3b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3916c3b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-43c1f0d\" data-id=\"43c1f0d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7d5992a elementor-widget elementor-widget-gallery\" data-id=\"7d5992a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;gallery_layout&quot;:&quot;masonry&quot;,&quot;lazyload&quot;:&quot;yes&quot;,&quot;columns&quot;:4,&quot;columns_tablet&quot;:2,&quot;columns_mobile&quot;:1,&quot;gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_widescreen&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;gap_laptop&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_tablet_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_mobile_extra&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;link_to&quot;:&quot;file&quot;,&quot;overlay_background&quot;:&quot;yes&quot;,&quot;content_hover_animation&quot;:&quot;fade-in&quot;}\" data-widget_type=\"gallery.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-gallery__container\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u00a0 Izrada AI sustava je proces povezivanja umjetne inteligencije (poput ChatGPT-a) s va\u0161im poslovnim podacima i alatima kako bi se automatizirali zadaci. To nije &#8220;magija&#8221;, ve\u0107 in\u017eenjerski postupak koji uklju\u010duje definiranje problema, prikupljanje podataka, odabir modela i integraciju kroz alate za&#8230;<\/p>","protected":false},"author":1,"featured_media":14966,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"Izrada AI sustava","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"Saznajte kako se rade AI sustavi u 5 konkretnih koraka. Od prikupljanja podataka do n8n automatizacije. Vodi\u010d za tvrtke koje \u017eele efikasnost uz AI PRAKTIKUM.","footnotes":""},"categories":[2],"tags":[],"class_list":["post-14957","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Kako se rade AI sustavi. Od ideje do automatizacije - AI PRAKTIKUM<\/title>\n<meta name=\"description\" content=\"Saznajte kako se rade AI sustavi u 5 konkretnih koraka. Od prikupljanja podataka do n8n automatizacije. Vodi\u010d za tvrtke koje \u017eele efikasnost uz AI PRAKTIKUM.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aipraktikum.com\/en\/kako-se-rade-ai-sustavi-od-ideje-do-automatizacije\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Kako se rade AI sustavi. Od ideje do automatizacije - AI PRAKTIKUM\" \/>\n<meta property=\"og:description\" content=\"Saznajte kako se rade AI sustavi u 5 konkretnih koraka. Od prikupljanja podataka do n8n automatizacije. 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