{"id":50843,"date":"2026-03-18T16:02:49","date_gmt":"2026-03-18T15:02:49","guid":{"rendered":"https:\/\/www.altkomsoftware.com\/?post_type=it-services&#038;p=50843"},"modified":"2026-03-19T10:15:25","modified_gmt":"2026-03-19T09:15:25","slug":"ai-w-finansach","status":"publish","type":"it-services","link":"https:\/\/stg.altkomsoftware.com\/pl\/uslugi-it\/data-cloud-ai\/ai-w-finansach\/","title":{"rendered":"AI w finansach"},"content":{"rendered":"\t<section\n\t\tclass=\"hero-service variant-2  \"\n\t\tid=\"block_01abc66cb2128bfec645f3f7a25b34f4\"\n\t>\n\t\t<div class=\"hero-service-variant--outer-wrapper\">\n\t\t\t\n<div class=\"hero-service__wrapper\">\n\t<div class=\"hero-service__content\">\n\t\t\t\t<div class=\"hero-service__title\">\n\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<h1><span class=\"h2_style\">Produkcyjne <span style=\"color: #4632ff\">wdro\u017cenia AI<\/span><\/span><\/h1>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<div class=\"hero-service__text\">\n\t\t\t\t<p>Pomagamy instytucjom finansowym przej\u015b\u0107 od pilota\u017cy do AI dzia\u0142aj\u0105cego w produkcji \u2014 wspieraj\u0105cego decyzje biznesowe, automatyzacj\u0119 operacji i obs\u0142ug\u0119 klient\u00f3w, z pe\u0142n\u0105 kontrol\u0105 nad danymi, modelami i zgodno\u015bci\u0105 regulacyjn\u0105.<\/p>\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t\n\t\t\t<ul class=\"hero-service__items\">\n\t\t\t\t\t\t\t<li class=\"hero-service__item\">\n\t\t\t\t\t<div class=\"hero-service__item-header\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/07\/Document.svg\" width=\"32\" height=\"32\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__sm body__sm--regular\">Automatyzacja back office i redukcja koszt\u00f3w obs\u0142ugi o 40-60%<\/span><\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<li class=\"hero-service__item\">\n\t\t\t\t\t<div class=\"hero-service__item-header\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/09\/Brain.svg\" width=\"32\" height=\"32\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__sm body__sm--regular\">AI wspieraj\u0105ce decyzje kredytowe i ocen\u0119 ryzyka<\/span><\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<li class=\"hero-service__item\">\n\t\t\t\t\t<div class=\"hero-service__item-header\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/03\/People.svg\" width=\"32\" height=\"32\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__sm body__sm--regular\">Inteligentna obs\u0142uga klient\u00f3w z AI agents i copilots<\/span><\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<li class=\"hero-service__item\">\n\t\t\t\t\t<div class=\"hero-service__item-header\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/09\/rocket.svg\" width=\"32\" height=\"32\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__sm body__sm--regular\">Mierzalny ROI w 3-6 miesi\u0119cy<\/span><\/p>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t<\/ul>\n\t\n\t<div class=\"hero-service__blocks\">\n\t\t<svg width=\"160\" height=\"159\" viewBox=\"0 0 160 159\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t<rect x=\"120\" width=\"40\" height=\"40\" fill=\"white\"\/>\n\t\t\t<rect x=\"80\" y=\"40\" width=\"40\" height=\"40\" fill=\"#D5D5D5\"\/>\n\t\t\t<rect x=\"40\" y=\"79\" width=\"40\" height=\"40\" fill=\"white\"\/>\n\t\t\t<rect x=\"80\" y=\"119\" width=\"40\" height=\"40\" fill=\"#D5D5D5\"\/>\n\t\t\t<rect y=\"40\" width=\"40\" height=\"40\" fill=\"#171155\"\/>\n\t\t\t<rect x=\"120\" y=\"80\" width=\"40\" height=\"40\" fill=\"#4632FF\"\/>\n\t\t\t<rect x=\"40\" width=\"40\" height=\"40\" fill=\"white\"\/>\n\t\t<\/svg>\n\t<\/div>\n<\/div>\t\t<\/div>\n\t\t\t\t\t<div class=\"logo-slider-horizontal--outer-wrapper\">\n\t\t\t\t\t\t\t\t\t\n<div class=\"logo-slider-horizontal\">\n\t<div class=\"logo-slider-horizontal__wrapper\">\n\t\t<div class=\"logo-slider-horizontal__wrapper--inner\">\n\t\t\t<div class=\"logos animation\">\n\t\t\t\t<div class=\"logos__wrapper logos__wrapper--animation animation-right animation-paused\" style=\"--animation-right-count: 10; --animation-speed: 25s\">\n\t\t\t\t\t<ul class=\"logos__wrapper--logos\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/09\/Credit-Agricole.svg\" alt=\"\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/04\/Ubezpieczenia-Pocztowe.svg\" alt=\"\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2024\/09\/Allianz.svg\" alt=\"Allianz, logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/08\/BNP-Paribas-Bank.svg\" alt=\"BNP Paribas Bank\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2024\/10\/AXA.svg\" alt=\"AXA logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2024\/09\/Santander.svg\" alt=\"Santander Consumer Bank logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/04\/Unilink-1.svg\" alt=\"Unilink logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/08\/Cardif-BNP-Paribas-Group.svg\" alt=\"Cardif logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2026\/02\/ajb-logo.svg\" alt=\"\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2024\/10\/Bank-Pocztowy.svg\" alt=\"Bank Pocztowy, logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t<ul aria-hidden=\"true\" class=\"logos__wrapper--logos logos__wrapper--logo-copies\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/09\/Credit-Agricole.svg\" alt=\"\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/04\/Ubezpieczenia-Pocztowe.svg\" alt=\"\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2024\/09\/Allianz.svg\" alt=\"Allianz, logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/08\/BNP-Paribas-Bank.svg\" alt=\"BNP Paribas Bank\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2024\/10\/AXA.svg\" alt=\"AXA logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2024\/09\/Santander.svg\" alt=\"Santander Consumer Bank logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/04\/Unilink-1.svg\" alt=\"Unilink logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/08\/Cardif-BNP-Paribas-Group.svg\" alt=\"Cardif logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2026\/02\/ajb-logo.svg\" alt=\"\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"logos__wrapper--logo\"><img decoding=\"async\" width=\"120\" height=\"96\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2024\/10\/Bank-Pocztowy.svg\" alt=\"Bank Pocztowy, logo\" \/><\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"logos__btn-wrapper\">\n\t\t\t\t<button aria-pressed=\"false\" class=\"logos__btn\" aria-label=\"Pauza animacji\">\n\t\t\t\t\t<svg width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t\t\t\t<path d=\"M3 1V15\" stroke=\"#181818\" stroke-width=\"3\" \/>\n\t\t\t\t\t\t<path d=\"M13 1V15\" stroke=\"#181818\" stroke-width=\"3\" \/>\n\t\t\t\t\t<\/svg>\n\t\t\t\t<\/button>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/section>\n\t\n\n\t<section\n\t\t\tclass=\"section-tabs  \"\n\t\t\tid=\"block_4a9dbd221c275a651b56ccb2c2566ec0\">\n\t\t<div class=\"section-tabs__wrapper\">\n\t\t\t\t\t\t\t<div class=\"section-tabs__navigation\">\n\n\t\t\t\t\t<nav class=\"section-tabs__nav splide\">\n\t\t\t\t\t\t<div aria-hidden=\"true\" class=\"section-tabs__mask mask-left element--hidden\"><\/div>\n\t\t\t\t\t\t<div class=\"splide__track\">\n\t\t\t\t\t\t\t<ul class=\"section-tabs__tabs splide__list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-tab-id=\"wyzwania\"\n\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__tab splide__slide section-tabs__tab--active\">\n\t\t\t\t\t\t\t\t\t\t\t<a title=\"Wyzwania\"\n\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Wyzwania, przejd\u017a do sekcji na stronie\"\n\t\t\t\t\t\t\t\t\t\t\t\thref=\"#wyzwania\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__link\">\n\t\t\t\t\t\t\t\t\t\t\t\tWyzwania\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-tab-id=\"wsparcie\"\n\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__tab splide__slide \">\n\t\t\t\t\t\t\t\t\t\t\t<a title=\"Rozwi\u0105zanie\"\n\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Rozwi\u0105zanie, przejd\u017a do sekcji na stronie\"\n\t\t\t\t\t\t\t\t\t\t\t\thref=\"#wsparcie\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__link\">\n\t\t\t\t\t\t\t\t\t\t\t\tRozwi\u0105zanie\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-tab-id=\"cloud-maturity-model\"\n\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__tab splide__slide \">\n\t\t\t\t\t\t\t\t\t\t\t<a title=\"Oferta\"\n\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Oferta, przejd\u017a do sekcji na stronie\"\n\t\t\t\t\t\t\t\t\t\t\t\thref=\"#cloud-maturity-model\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__link\">\n\t\t\t\t\t\t\t\t\t\t\t\tOferta\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-tab-id=\"architektura\"\n\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__tab splide__slide \">\n\t\t\t\t\t\t\t\t\t\t\t<a title=\"Bezpiecze\u0144stwo\"\n\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Bezpiecze\u0144stwo, przejd\u017a do sekcji na stronie\"\n\t\t\t\t\t\t\t\t\t\t\t\thref=\"#architektura\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__link\">\n\t\t\t\t\t\t\t\t\t\t\t\tBezpiecze\u0144stwo\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-tab-id=\"proces\"\n\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__tab splide__slide \">\n\t\t\t\t\t\t\t\t\t\t\t<a title=\"Wdro\u017cenie\"\n\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Wdro\u017cenie, przejd\u017a do sekcji na stronie\"\n\t\t\t\t\t\t\t\t\t\t\t\thref=\"#proces\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__link\">\n\t\t\t\t\t\t\t\t\t\t\t\tWdro\u017cenie\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-tab-id=\"faq\"\n\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__tab splide__slide \">\n\t\t\t\t\t\t\t\t\t\t\t<a title=\"FAQ\"\n\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"FAQ, przejd\u017a do sekcji na stronie\"\n\t\t\t\t\t\t\t\t\t\t\t\thref=\"#faq\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__link\">\n\t\t\t\t\t\t\t\t\t\t\t\tFAQ\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li data-tab-id=\"wspolpraca\"\n\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__tab splide__slide \">\n\t\t\t\t\t\t\t\t\t\t\t<a title=\"Wsp\u00f3\u0142praca\"\n\t\t\t\t\t\t\t\t\t\t\t\taria-label=\"Wsp\u00f3\u0142praca, moves to a section on the page\"\n\t\t\t\t\t\t\t\t\t\t\t\thref=\"#wspolpraca\"\n\t\t\t\t\t\t\t\t\t\t\t\tclass=\"section-tabs__link\">\n\t\t\t\t\t\t\t\t\t\t\t\tWsp\u00f3\u0142praca\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div aria-hidden=\"true\" class=\"section-tabs__mask mask-right element--hidden\"><\/div>\n\t\t\t\t\t<\/nav>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"section-tabs__arrows\">\n\t\t\t\t\t<button aria-label=\"Przejd\u017a do poprzedniej sekcji\"\n\t\t\t\t\t\t\tclass=\"section-tabs__arrow-left desktop element--hidden\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"9\" height=\"14\"\n\t\t\t\t\t\t\tviewBox=\"8 6 7.409999847412109 12\">\n\t\t\t\t\t\t\t<path fill=\"#4632FF\" d=\"M15.41 7.41L14 6l-6 6l6 6l1.41-1.41L10.83 12z\"\/>\n\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t<\/button>\n\n\t\t\t\t\t<button aria-label=\"Przejd\u017a do nast\u0119pnej sekcji\"\n\t\t\t\t\t\t\tclass=\"section-tabs__arrow-right desktop element--hidden\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" width=\"9\" height=\"14\" viewBox=\"0 0 9 14\" fill=\"none\"\n\t\t\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t\t\t\t\t<path d=\"M2 13.6667C1.82452 13.6677 1.65057 13.6341 1.48812 13.5677C1.32567 13.5013 1.17792 13.4036 1.05333 13.28C0.928362 13.1561 0.82917 13.0086 0.761478 12.8461C0.693787 12.6836 0.658936 12.5094 0.658936 12.3333C0.658936 12.1573 0.693787 11.983 0.761478 11.8206C0.82917 11.6581 0.928362 11.5106 1.05333 11.3867L5.46667 7L1.22667 2.58667C0.978332 2.33685 0.838943 1.99892 0.838943 1.64667C0.838943 1.29442 0.978332 0.956485 1.22667 0.706669C1.35062 0.581698 1.49809 0.482505 1.66056 0.414813C1.82304 0.347122 1.99732 0.312271 2.17333 0.312271C2.34935 0.312271 2.52362 0.347122 2.6861 0.414813C2.84858 0.482505 2.99605 0.581698 3.12 0.706669L8.26667 6.04C8.51097 6.28924 8.64781 6.62433 8.64781 6.97333C8.64781 7.32234 8.51097 7.65743 8.26667 7.90667L2.93333 13.24C2.81366 13.3692 2.66956 13.4735 2.50936 13.5467C2.34916 13.62 2.17604 13.6607 2 13.6667Z\"\n\t\t\t\t\t\t\t\t\tfill=\"#4632FF\"\/>\n\t\t\t\t\t\t<\/svg>\n\t\t\t\t\t<\/button>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t<div class=\"section-tabs__button\">\n\t\t\t\t\t\n<a class=\"mobile-fixed btn btn__secondary animation-right\" href=\"https:\/\/altkomsoftware.com\/pl\/skontaktuj-sie\/\" target=\"_self\" >\n\n\n\tSkontaktuj si\u0119 z nami\n\t\t\t<span class=\"btn--icon-right\">\n\t\t\t<span class=\"btn--icon-right-front\">\n\t\t\t\t\t\t\t\t\t<svg\n\t\t\t\t\t\twidth=\"16\"\n\t\t\t\t\t\theight=\"16\"\n\t\t\t\t\t\tviewBox=\"0 0 16 16\"\n\t\t\t\t\t\tfill=\"none\"\n\t\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n\t\t\t\t\t\tclass=\"btn--icon-right-icon\"\n\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<path\n\t\t\t\t\t\t\td=\"M11.145 10.645L11.855 11.355L15.2051 8L11.855 4.64502L11.145 5.35498L13.2939 7.5H1V8.5H13.2939L11.145 10.645Z\"\/>\n\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t<\/span>\n\t\t\n\t\t\t<span class=\"btn--icon-right-back\">\n\t\t\t\t\t\t\t\t\t<svg class=\"btn--icon-right-icon\"\n\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n\t\t\t\t\t\tviewBox=\"0 0 14 6\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<path\n\t\t\t\t\t\t\td=\"M9.75189 5.31439L10.3731 5.93561L13.3044 3L10.3731 0.0643921L9.75189 0.685608L11.6322 2.5625H0.875V3.4375H11.6322L9.75189 5.31439Z\"\/>\n\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t<\/span>\n\t\t<\/span>\n\t\n\n<\/a>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/section>\n\t\n\n\t<section\n\t\tclass=\"text-our-advantages container-big list-1  \"\n\t\tid=\"wyzwania\">\n\t\t<div class=\"text-our-advantages__wrapper\">\n\t\t\t\t\t\t\t<div class=\"text-our-advantages__title animation-hidden\">\n\t\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p><span class=\"body__sm body__sm--regular\">WYZWANIA<\/span><\/p>\n<h2><span class=\"h3_style\">Dlaczego AI w finansach zatrzymuje si\u0119 na etapie pilota\u017cu?<\/span><\/h2>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"text-our-advantages__items\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\tclass=\"text-our-advantages__col-wysiwyg animation-hidden delay-2 bg-active\">\n\t\t\t\t\t\t<div class=\"text-our-advantages__content\">\n\t\t\t\t\t\t\t<ul>\n<li><strong>PoC hell<\/strong><br \/>\n<span class=\"body__md body__md--regular\">Nawet 90% projekt\u00f3w AI nie wychodzi z fazy PoC i nie trafia do \u015brodowiska produkcyjnego.<\/span><\/li>\n<li><strong>Brak wyja\u015bnialno\u015bci decyzji<\/strong><br \/>\n<span class=\"body__md body__md--regular\">Regulator wymaga mo\u017cliwo\u015bci wyja\u015bnienia decyzji modelu. Sam \u201eblack box\u201d nie wystarcza.<\/span><\/li>\n<li><strong>Problemy z jako\u015bci\u0105 danych<\/strong><br \/>\n<span class=\"body__md body__md--regular\">Modele s\u0105 tak dobre jak dane, na kt\u00f3rych dzia\u0142aj\u0105. W wielu organizacjach dane pozostaj\u0105 rozproszone mi\u0119dzy systemami i niesp\u00f3jne.<\/span><\/li>\n<li><strong>Brak governance modeli<br \/>\n<\/strong><span class=\"body__md body__md--regular\">Cz\u0119sto brakuje proces\u00f3w zatwierdzania, monitoringu oraz zarz\u0105dzania cyklem \u017cycia modeli w \u015brodowisku produkcyjnym.<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/section>\n\t\n\n\t<section\n\t\tclass=\"solutions-boxes \"\n\t\tid=\"wsparcie\"\n\t>\n\t\t<div\n\t\t\tclass=\"solutions-boxes__wrapper lg:pt-[5rem] lg:pb-[4rem] pt-[2.5rem] pb-[2.5rem]\">\n\n\t\t\t\t\t\t\t<div class=\"solutions-boxes__title animation-hidden\">\n\t\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p><span class=\"body__sm body__sm--regular\">ROZWI\u0104ZANIE<\/span><\/p>\n<h2><span class=\"h3_style\">AI w produkcji wymaga innego podej\u015bcia<\/span><\/h2>\n<p><span class=\"body__md body__md--regular\">AI pokazuje sw\u00f3j potencja\u0142 w projektach pilota\u017cowych, ale aby dzia\u0142a\u0107 w produkcji, potrzebuje solidnych fundament\u00f3w: danych, integracji z systemami legacy i przemy\u015blanego modelu operacyjnego.<\/span><\/p>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"solutions-boxes__boxes\">\n\t\t\t\t\t\t\t\t\t<ul class=\"solutions-boxes__left-items center\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"solutions-boxes__left-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__left-item-title\">\n\t\t\t\t\t\t\t\t\t\tData readiness\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__left-item-content\">\n\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--light\">Oceniamy i przygotowujemy dane \u017ar\u00f3d\u0142owe: ich jako\u015b\u0107, dost\u0119pno\u015b\u0107 oraz pipeline\u2019y gotowe do wykorzystania w \u015brodowisku produkcyjnym.<\/span><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"solutions-boxes__left-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__left-item-title\">\n\t\t\t\t\t\t\t\t\t\tProduction infrastructure\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__left-item-content\">\n\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--light\">Budujemy \u015brodowisko ML zaprojektowane pod skalowanie oraz integracj\u0119 z systemami core i architektur\u0105 istniej\u0105cych system\u00f3w.<\/span><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"solutions-boxes__left-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__left-item-title\">\n\t\t\t\t\t\t\t\t\t\tAI governance\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__left-item-content\">\n\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--light\">Zapewniamy wyja\u015bnialno\u015b\u0107 modeli, monitoring dryftu oraz \u015bcie\u017ck\u0119 walidacji obejmuj\u0105c\u0105 risk management, legal i compliance.<\/span><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<ul class=\"solutions-boxes__right-items center\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"solutions-boxes__right-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__right-item-title\">\n\t\t\t\t\t\t\t\t\t\tModel ownership\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__right-item-content\">\n\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--light\">Definiujemy w\u0142a\u015bciciela modelu, proces retrainingu oraz spos\u00f3b zarz\u0105dzania modelami po uruchomieniu w produkcji.<\/span><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"solutions-boxes__right-item\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__right-item-title\">\n\t\t\t\t\t\t\t\t\t\tIterative scaling\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"solutions-boxes__right-item-content\">\n\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--light\">Wdra\u017camy rozwi\u0105zania etapowo, weryfikuj\u0105c KPI na ka\u017cdym etapie i skaluj\u0105c rozwi\u0105zanie w kolejnych obszarach biznesowych.<\/span><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"solutions-boxes__animations\" data-animate-group>\n\t\t\t<div class=\"solutions-boxes__animations-mobile solutions-boxes__animations-mobile--top-right\"\n\t\t\t\tdata-animate-block data-order=\"1\">\n\t\t\t\t<img\n\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/mobile\/animation-top-right.svg\"\n\t\t\t\t\talt=\"\"\n\t\t\t\t\/>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"solutions-boxes__animations-mobile solutions-boxes__animations-mobile--bottom-right\"\n\t\t\t\tdata-animate-block data-order=\"1\">\n\t\t\t\t<img\n\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/mobile\/animation-bottom-right.svg\"\n\t\t\t\t\talt=\"\"\n\t\t\t\t\/>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"solutions-boxes__animations-mobile solutions-boxes__animations-mobile--bottom-left\"\n\t\t\t\tdata-animate-block data-order=\"1\">\n\t\t\t\t<img\n\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/mobile\/animation-bottom-left.svg\"\n\t\t\t\t\talt=\"\"\n\t\t\t\t\/>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"solutions-boxes__animations-desktop solutions-boxes__animations-desktop--top-right\"\n\t\t\t\tdata-animate-block data-order=\"1\">\n\t\t\t\t<img\n\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-top-right.svg\"\n\t\t\t\t\talt=\"\"\n\t\t\t\t\/>\n\t\t\t<\/div>\n\t\t\t<div class=\"solutions-boxes__animations-desktop solutions-boxes__animations-desktop--bottom-right\"\n\t\t\t\tdata-animate-block data-order=\"3\">\n\t\t\t\t<img\n\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-bottom-right.svg\"\n\t\t\t\t\talt=\"\"\n\t\t\t\t\/>\n\t\t\t<\/div>\n\t\t\t<div class=\"solutions-boxes__animations-desktop solutions-boxes__animations-desktop--bottom-left\"\n\t\t\t\tdata-animate-block data-order=\"2\">\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-bottom-left-1.svg\"\n\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-bottom-left-2.svg\"\n\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-bottom-left-3.svg\"\n\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-bottom-left-4.svg\"\n\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-bottom-left-5.svg\"\n\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-bottom-left-6.svg\"\n\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/solutions-boxes\/animation-icons\/desktop\/animation-bottom-left-7.svg\"\n\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\/>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t<\/div>\n\t<\/section>\n\t\n\n\t<section\n\t\tclass=\"tabs-vertical-2-variants  \"\n\t\tid=\"cloud-maturity-model\">\n\t\t<div class=\"tabs-vertical-2-variants__wrapper column-3\">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"tabs-vertical-2-variants__title animation-hidden desktop-center mobile-center\">\n\t\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p style=\"text-align: center\"><span class=\"body__sm body__sm--regular\">OFERTA<\/span><\/p>\n<h2 style=\"text-align: center\"><span class=\"h3_style\">Przejd\u017a od automatyzacji do inteligentnych rozwi\u0105za\u0144<\/span><\/h2>\n<p style=\"text-align: center\"><span class=\"body__md body__md--regular\">Nasza AI Capability Journey prowadzi organizacj\u0119 przez kolejne poziomy dojrza\u0142o\u015bci \u2014 od automatyzacji operacyjnej do system\u00f3w proaktywnie wspieraj\u0105cych decyzje biznesowe.<\/span><\/p>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"tabs-vertical-2-variants__inner\" data-vertical-tab-inner>\n\t\t\t\t\t\t\t\t\t<ul class=\"tabs-vertical-2-variants__tabs \"\n\t\t\t\t\t\trole=\"tablist\"\n\t\t\t\t\t\tdata-vertical-tab\n\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"tabs-vertical-2-variants__item animation-hidden delay-0\"\n\t\t\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\t\t\tdata-vertical-tab-single\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\t\t\t\taria-expanded=\"true\"\n\t\t\t\t\t\t\t\t\taria-controls=\"tab-1-operational-ai-redukcja-czasu-i-kosztow\"\n\t\t\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\t\t\tdata-vertical-tab-button\n\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-button active\"\n\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t<h3 class=\"tabs-vertical-2-variants__item-title\">\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t1. Operational AI: redukcja czasu i koszt\u00f3w\t\t\t\t\t\t\t\t\t<\/h3>\n\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/dist\/svg\/\/right-arrow.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"desktop\"\n\t\t\t\t\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/dist\/svg\/\/chevron-up.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"mobile\"\n\t\t\t\t\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-text active\"\n\t\t\t\t\t\t\t\t\tid=\"tab-1-operational-ai-redukcja-czasu-i-kosztow\"\n\t\t\t\t\t\t\t\t\tdata-vertical-tab-content\n\t\t\t\t\t\t\t\t\trole=\"region\"\n\t\t\t\t\t\t\t\t\taria-labelledby=\"tab-1-operational-ai-redukcja-czasu-i-kosztow\"\n\t\t\t\t\t\t\t\t\ttabindex=\"0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-col-1\" data-vertical-tab-column>\n\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--regular\">AI wspiera automatyzacj\u0119 powtarzalnych proces\u00f3w i ogranicza koszty operacyjne.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md--bold body__md\">Intelligent document processing.<\/span><span class=\"body__lg--light body__md body__md--light\"> OCR i NLP do przetwarzania faktur, um\u00f3w i wniosk\u00f3w. Skr\u00f3cenie czasu wprowadzania danych nawet o 80%.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Workflow automation.<\/span> <span class=\"body__md body__md--light\">Automatyczne przekazywanie spraw mi\u0119dzy dzia\u0142ami zgodnie z regu\u0142ami biznesowymi.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">AI-assisted case handling.<\/span><span class=\"body__lg--light body__md body__md--light\"> System podpowiada kolejne dzia\u0142ania pracownikom, przy zachowaniu ostatecznej decyzji po stronie cz\u0142owieka.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Data extraction &amp; classification.<\/span><span class=\"body__lg--light body__md body__md--light\"> Automatyczne wyodr\u0119bnianie informacji z dokument\u00f3w oraz ich klasyfikacja.<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tabs-vertical-2-variants__item-col-2\" data-vertical-tab-column>\n\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"h6_style\">Korzy\u015bci:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md body__md--regular\">redukcja koszt\u00f3w back office o 40\u201360%<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">skr\u00f3cenie czasu przetwarzania proces\u00f3w o 70\u201385%<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">odci\u0105\u017cenie pracownik\u00f3w od powtarzalnych zada\u0144<br \/>\n<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span class=\"h6_style\">Zastosowanie:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md body__md--regular\">przetwarzanie wniosk\u00f3w kredytowych<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">obs\u0142uga szk\u00f3d ubezpieczeniowych<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">onboarding klient\u00f3w korporacyjnych<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"tabs-vertical-2-variants__item animation-hidden delay-1\"\n\t\t\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\t\t\tdata-vertical-tab-single\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\t\t\taria-controls=\"tab-2-decision-support-inteligentne-decyzje\"\n\t\t\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\t\t\tdata-vertical-tab-button\n\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-button \"\n\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t<h3 class=\"tabs-vertical-2-variants__item-title\">\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t2. Decision support: inteligentne decyzje\t\t\t\t\t\t\t\t\t<\/h3>\n\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/dist\/svg\/\/right-arrow.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"desktop\"\n\t\t\t\t\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/dist\/svg\/\/chevron-up.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"mobile\"\n\t\t\t\t\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-text \"\n\t\t\t\t\t\t\t\t\tid=\"tab-2-decision-support-inteligentne-decyzje\"\n\t\t\t\t\t\t\t\t\tdata-vertical-tab-content\n\t\t\t\t\t\t\t\t\trole=\"region\"\n\t\t\t\t\t\t\t\t\taria-labelledby=\"tab-2-decision-support-inteligentne-decyzje\"\n\t\t\t\t\t\t\t\t\ttabindex=\"-1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-col-1\" data-vertical-tab-column>\n\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--regular\">AI wspiera decyzje biznesowe, zachowuj\u0105c pe\u0142n\u0105 kontrol\u0119, audytowalno\u015b\u0107 i zgodno\u015b\u0107 z regulacjami.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md--bold body__md\">Credit decision engine.<\/span><span class=\"body__lg--light body__md body__md--light\"> Scoring kredytowy i ocena ryzyka z wyja\u015bnialnymi czynnikami wp\u0142ywaj\u0105cymi na decyzj\u0119.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Fraud detection.<\/span> <span class=\"body__md body__md--light\">Real-time scoring transakcji i alerty dla podejrzanych wzorc\u00f3w.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Claims triage.<\/span><span class=\"body__lg--light body__md body__md--light\"> Automatyczne priorytetowanie i kierowanie zg\u0142osze\u0144 szk\u00f3d wed\u0142ug poziomu ryzyka.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Customer next best action.<\/span><span class=\"body__lg--light body__md body__md--light\"> Personalizowane rekomendacje ofert zgodne z polityk\u0105 prywatno\u015bci i regulacjami.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Risk assessment models.<\/span><span class=\"body__lg--light body__md body__md--light\"> Modele oceny ryzyka operacyjnego, kredytowego i rynkowego z pe\u0142n\u0105 \u015bcie\u017ck\u0105 audytu.<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tabs-vertical-2-variants__item-col-2\" data-vertical-tab-column>\n\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"h6_style\">Korzy\u015bci:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md body__md--regular\">wsparcie decyzji przy pe\u0142nej audytowalno\u015bci<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">sp\u00f3jno\u015b\u0107 decyzji we wszystkich kana\u0142ach<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">redukcja strat zwi\u0105zanych z fraudem o 30\u201350%<br \/>\n<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span class=\"h6_style\">Zastosowanie:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md body__md--regular\">scoring kredytowy Retail, SME i Corporate<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">wykrywanie fraudu w czasie rzeczywistym<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">underwriting w ubezpieczeniach<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"tabs-vertical-2-variants__item animation-hidden delay-2\"\n\t\t\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\t\t\tdata-vertical-tab-single\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\t\t\taria-controls=\"tab-3-customer-engagement-inteligentna-obsluga\"\n\t\t\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\t\t\tdata-vertical-tab-button\n\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-button \"\n\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t<h3 class=\"tabs-vertical-2-variants__item-title\">\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t3. Customer engagement: inteligentna obs\u0142uga\t\t\t\t\t\t\t\t\t<\/h3>\n\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/dist\/svg\/\/right-arrow.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"desktop\"\n\t\t\t\t\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/dist\/svg\/\/chevron-up.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"mobile\"\n\t\t\t\t\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-text \"\n\t\t\t\t\t\t\t\t\tid=\"tab-3-customer-engagement-inteligentna-obsluga\"\n\t\t\t\t\t\t\t\t\tdata-vertical-tab-content\n\t\t\t\t\t\t\t\t\trole=\"region\"\n\t\t\t\t\t\t\t\t\taria-labelledby=\"tab-3-customer-engagement-inteligentna-obsluga\"\n\t\t\t\t\t\t\t\t\ttabindex=\"-1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-col-1\" data-vertical-tab-column>\n\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--regular\">AI wspiera interakcje z klientami i pracownikami, poprawiaj\u0105c jako\u015b\u0107 obs\u0142ugi, personalizacj\u0119 oraz dost\u0119p do wiedzy.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md--bold body__md\">Banker co-pilot.<\/span><span class=\"body__lg--light body__md body__md--light\"> Asystent dla pracownik\u00f3w z dost\u0119pem do wiedzy, procedur i polityk oraz sugestiami kolejnych krok\u00f3w w obs\u0142udze klienta.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Customer-facing agents.<\/span> <span class=\"body__md body__md--light\">Chatboty i voice boty obs\u0142uguj\u0105ce klient\u00f3w z dost\u0119pem do informacji o produktach i mo\u017cliwo\u015bci\u0105 wykonywania wybranych operacji.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Personalization engine.<\/span><span class=\"body__lg--light body__md body__md--light\"> Personalizacja komunikacji i ofert w czasie rzeczywistym na podstawie zachowania klienta.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Sentiment analysis.<\/span><span class=\"body__lg--light body__md body__md--light\"> Analiza nastroju i satysfakcji klient\u00f3w na podstawie rozm\u00f3w i interakcji.<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tabs-vertical-2-variants__item-col-2\" data-vertical-tab-column>\n\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"h6_style\">Korzy\u015bci:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md body__md--regular\">personalizacja komunikacji w czasie rzeczywistym<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">wzrost konwersji cross-sell o 20\u201340%<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">poprawa retencji klient\u00f3w<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span class=\"h6_style\">Zastosowanie:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md body__md--regular\">AI assistant dla call center<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">chatbot do obs\u0142ugi produkt\u00f3w bankowych lub ubezpieczeniowych<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">personalizacja komunikacji w bankowo\u015bci mobilnej<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"tabs-vertical-2-variants__item animation-hidden delay-3\"\n\t\t\t\t\t\t\t\trole=\"tab\"\n\t\t\t\t\t\t\t\tdata-vertical-tab-single\n\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t<button\n\t\t\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\t\t\taria-controls=\"tab-4-advanced-intelligence-proaktywne-dzialanie\"\n\t\t\t\t\t\t\t\t\ttabindex=\"0\"\n\t\t\t\t\t\t\t\t\tdata-vertical-tab-button\n\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-button \"\n\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t<h3 class=\"tabs-vertical-2-variants__item-title\">\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t4. Advanced intelligence: proaktywne dzia\u0142anie\t\t\t\t\t\t\t\t\t<\/h3>\n\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/dist\/svg\/\/right-arrow.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"desktop\"\n\t\t\t\t\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/dist\/svg\/\/chevron-up.svg\"\n\t\t\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\t\t\tclass=\"mobile\"\n\t\t\t\t\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t<article\n\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-text \"\n\t\t\t\t\t\t\t\t\tid=\"tab-4-advanced-intelligence-proaktywne-dzialanie\"\n\t\t\t\t\t\t\t\t\tdata-vertical-tab-content\n\t\t\t\t\t\t\t\t\trole=\"region\"\n\t\t\t\t\t\t\t\t\taria-labelledby=\"tab-4-advanced-intelligence-proaktywne-dzialanie\"\n\t\t\t\t\t\t\t\t\ttabindex=\"-1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\tclass=\"tabs-vertical-2-variants__item-col-1\" data-vertical-tab-column>\n\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--regular\">AI wspiera dzia\u0142ania z wyprzedzeniem: przewiduje zachowania klient\u00f3w, ryzyka oraz rekomenduje kolejne dzia\u0142ania biznesowe.<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md--bold body__md\">Predictive analytics.<\/span><span class=\"body__lg--light body__md body__md--light\"> Modele przewiduj\u0105ce churn, customer lifetime value oraz zmiany poziomu ryzyka kredytowego.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Recommendation systems.<\/span> <span class=\"body__md body__md--light\">Rekomendacje produkt\u00f3w dopasowane do potrzeb klienta i jego etapu \u017cycia.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">AI w kana\u0142ach cyfrowych.<\/span><span class=\"body__lg--light body__md body__md--light\"> Inteligentne \u015bcie\u017cki w aplikacji i serwisie web dopasowuj\u0105ce si\u0119 do zachowania klienta.<\/span><\/li>\n<li><span class=\"body__md--bold body__md\">Advanced risk models.<\/span><span class=\"body__lg--light body__md body__md--light\"> Modele wspieraj\u0105ce stress testing, analiz\u0119 scenariuszy i optymalizacj\u0119 portfela.<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"tabs-vertical-2-variants__item-col-2\" data-vertical-tab-column>\n\t\t\t\t\t\t\t\t\t\t\t<p><span class=\"h6_style\">Korzy\u015bci:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md body__md--regular\">mo\u017cliwo\u015b\u0107 reagowania zanim pojawi si\u0119 problem<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">lepsze decyzje strategiczne oparte na predykcjach<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">wzrost customer lifetime value<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span class=\"h6_style\">Zastosowanie:<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><span class=\"body__md body__md--regular\">prognozowanie churn klient\u00f3w<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">rekomendacje produkt\u00f3w dopasowane do potrzeb klienta<\/span><\/li>\n<li><span class=\"body__md body__md--regular\">predykcja ryzyka portfela kredytowego lub ubezpieczeniowego<\/span><\/li>\n<\/ul>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/article>\n\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/section>\n\t\n\n\t<section\n\t\tclass=\"numbers   \"\n\t\tid=\"block_eb2a4ca5f69e093830664f4673117aba\">\n\t\t\t\t<div class=\"numbers__container\">\n\t\t\t\t\t\t\t<div class=\"numbers__title\">\n\t\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p><span class=\"body__sm body__sm--regular\" style=\"color: #fffdfd\">RYNEK<\/span><\/p>\n<h2><span class=\"h3_style\" style=\"color: #fffdfd\">Adaptacja AI w sektorze finansowym<\/span><\/h2>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"numbers__wrapper basic animation \"\n\t\t\t\t\tdata-columns=3>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item animation-paused\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--content\" aria-label=\"80%\n redukcja czasu przetwarzania dokument\u00f3w dzi\u0119ki intelligent document processing\n(Forrester)\n\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--number\">\n\t\t\t\t\t\t\t\t\t\t<p style=\"text-align: center\"><span class=\"h1_style\">80%<\/span><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--text\">\n\t\t\t\t\t\t\t\t\t\t<p data-start=\"97\" data-end=\"247\"><span class=\"body__md body__md--regular\">redukcja czasu przetwarzania dokument\u00f3w dzi\u0119ki intelligent document processing<\/span><em><br \/>\n<span class=\"note note--light\">(Forrester)<\/span><\/em><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item animation-paused\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--content\" aria-label=\"35%\n wzrost skuteczno\u015bci wykrywania fraudu dzi\u0119ki modelom ML\n(SAS Institute)\n\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--number\">\n\t\t\t\t\t\t\t\t\t\t<p style=\"text-align: center\"><span class=\"h1_style\">35%<\/span><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--text\">\n\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--regular\">wzrost skuteczno\u015bci wykrywania fraudu dzi\u0119ki modelom ML<\/span><em><br \/>\n<span class=\"note note--light\">(SAS Institute)<\/span><\/em><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item animation-paused\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--content\" aria-label=\"$1M+\n oszcz\u0119dno\u015bci rocznie na ka\u017cde 1000 klient\u00f3w dzi\u0119ki automatyzacji z wykorzystaniem AI\n(Accenture)\n\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--number\">\n\t\t\t\t\t\t\t\t\t\t<p style=\"text-align: center\">$1M+<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"numbers__item--text\">\n\t\t\t\t\t\t\t\t\t\t<p><span class=\"body__md body__md--regular\">oszcz\u0119dno\u015bci rocznie na ka\u017cde 1000 klient\u00f3w dzi\u0119ki automatyzacji z wykorzystaniem AI<br \/>\n<\/span><em><span class=\"note note--light\">(Accenture)<\/span><\/em><\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/section>\n\t\n\n\t<section\n\t\tclass=\"columns-title-and-icon-text  lg:pt-[5rem] lg:pb-[5rem] pt-[2.5rem] pb-[5rem]\"\n\t\tid=\"architektura\">\n\t\t\n\t\t<div class=\"columns-title-and-icon-text__wrapper\">\n\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__title animation-hidden\">\n\t\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p><span class=\"body__sm body__sm--regular\">BEZPIECZE\u0143STWO<\/span><\/p>\n<h2><span class=\"h3_style\">Jak zapewniamy zaufane AI w produkcji<\/span><\/h2>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<ul class=\"columns-title-and-icon-text__columns\">\n\t\t\t\t\t\t\t\t\t<li class=\"columns-title-and-icon-text__column animation-hidden delay-1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__icon\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/09\/File.svg\" alt=\"\">\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__text\">\n\t\t\t\t\t\t\t\t<p><span class=\"body__lg body__lg--bold\">Model registry<\/span><\/p>\n<p><span class=\"body__md body__md--regular\">Centralny rejestr wszystkich modeli wraz z wersjami, w\u0142a\u015bcicielami i statusem zatwierdzenia. Ka\u017cdy model posiada pe\u0142n\u0105 dokumentacj\u0119 oraz histori\u0119 zmian.<\/span><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"columns-title-and-icon-text__column animation-hidden delay-2\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__icon\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/03\/cooperation.svg\" alt=\"\">\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__text\">\n\t\t\t\t\t\t\t\t<p><span class=\"body__lg body__lg--bold\">Explainability &#038; audit<\/span><\/p>\n<p><span class=\"body__md body__md--regular\">Mechanizmy wyja\u015bnialno\u015bci (np. SHAP, LIME) oraz kompletna \u015bcie\u017cka audytu decyzji. Ka\u017cd\u0105 decyzj\u0119 modelu mo\u017cna prze\u015bledzi\u0107 i wyja\u015bni\u0107.<\/span><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"columns-title-and-icon-text__column animation-hidden delay-3\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__icon\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/09\/life-insurance-1.svg\" alt=\"\">\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__text\">\n\t\t\t\t\t\t\t\t<p><span class=\"body__lg body__lg--bold\">Monitoring &#038; drift detection<\/span><\/p>\n<p><span class=\"body__md body__md--regular\">Ci\u0105g\u0142e monitorowanie jako\u015bci dzia\u0142ania modeli oraz wykrywanie driftu danych i modeli. System generuje alerty, gdy spada skuteczno\u015b\u0107 modelu lub zmienia si\u0119 charakter danych.<\/span><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<li class=\"columns-title-and-icon-text__column animation-hidden delay-4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__icon\">\n\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/09\/Camunda.svg\" alt=\"\">\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"columns-title-and-icon-text__text\">\n\t\t\t\t\t\t\t\t<p><span class=\"body__lg body__lg--bold\">Compliance controls<\/span><\/p>\n<p><span class=\"body__md body__md--regular\">Wbudowane mechanizmy zgodno\u015bci obejmuj\u0105ce RODO, wykrywanie bias oraz metryki fairness. Zapewniaj\u0105 zgodno\u015b\u0107 regulacyjn\u0105 w ca\u0142ym cyklu \u017cycia modelu.<\/span><\/p>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/section>\n\t\n\n\t<section class=\"our-activities  \" id=\"proces\">\n\t\t<div class=\"our-activities__wrapper\">\n\t\t\t\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p><span class=\"body__sm body__sm--regular\">WDRO\u017bENIE<\/span><\/p>\n<p><span class=\"h3_style\">Od use case do produkcji w 3\u20134 miesi\u0105ce<\/span><\/p>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<div class=\"our-activities__activities\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button class=\"our-activities__activity active\" id=\"our-activity-button-0-1\" aria-controls=\"our-activity-content-0-2\" aria-pressed=\"true\">\n\t\t\t\t\t\t\t<span class=\"our-activities__activity-label\">\n\t\t\t\t\t\t\t\t1\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"our-activities__activity-title-wrapper\">\n\t\t\t\t\t\t\t\t<span class=\"our-activities__activity-title\">\n\t\t\t\t\t\t\t\t\tDiscovery &amp; prioritization\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<span class=\"our-activities__activity-content-mobile\">\n\t\t\t\t\t\t\t\t\tW ci\u0105gu 2 tygodni identyfikujemy potencjalne use case\u2019y AI, oceniamy ich warto\u015b\u0107 biznesow\u0105 oraz z\u0142o\u017cono\u015b\u0107 wdro\u017cenia i wybieramy szybkie wygrane.\t\t\t\t\t\t\t\t<\/span>\t\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button class=\"our-activities__activity \" id=\"our-activity-button-1-3\" aria-controls=\"our-activity-content-1-4\" aria-pressed=\"false\">\n\t\t\t\t\t\t\t<span class=\"our-activities__activity-label\">\n\t\t\t\t\t\t\t\t2\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"our-activities__activity-title-wrapper\">\n\t\t\t\t\t\t\t\t<span class=\"our-activities__activity-title\">\n\t\t\t\t\t\t\t\t\tPoC &amp; validation\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<span class=\"our-activities__activity-content-mobile\">\n\t\t\t\t\t\t\t\t\tW kolejne 4\u20136 tygodni budujemy proof of concept na rzeczywistych danych oraz definiujemy metryki sukcesu dla modelu.\t\t\t\t\t\t\t\t<\/span>\t\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button class=\"our-activities__activity \" id=\"our-activity-button-2-5\" aria-controls=\"our-activity-content-2-6\" aria-pressed=\"false\">\n\t\t\t\t\t\t\t<span class=\"our-activities__activity-label\">\n\t\t\t\t\t\t\t\t3\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"our-activities__activity-title-wrapper\">\n\t\t\t\t\t\t\t\t<span class=\"our-activities__activity-title\">\n\t\t\t\t\t\t\t\t\tProductionization\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<span class=\"our-activities__activity-content-mobile\">\n\t\t\t\t\t\t\t\t\tW ci\u0105gu 6\u20138 tygodni integrujemy model z systemami, wprowadzamy governance i uruchamiamy rozwi\u0105zanie w \u015brodowisku produkcyjnym.\t\t\t\t\t\t\t\t<\/span>\t\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button class=\"our-activities__activity \" id=\"our-activity-button-3-7\" aria-controls=\"our-activity-content-3-8\" aria-pressed=\"false\">\n\t\t\t\t\t\t\t<span class=\"our-activities__activity-label\">\n\t\t\t\t\t\t\t\t4\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"our-activities__activity-title-wrapper\">\n\t\t\t\t\t\t\t\t<span class=\"our-activities__activity-title\">\n\t\t\t\t\t\t\t\t\tMonitoring &amp; optimization\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<span class=\"our-activities__activity-content-mobile\">\n\t\t\t\t\t\t\t\t\tPo wdro\u017ceniu monitorujemy dzia\u0142anie modeli, wprowadzamy retraining oraz rozwijamy rozwi\u0105zanie wraz ze wzrostem skali.\t\t\t\t\t\t\t\t<\/span>\t\n\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"our-activities__activity-content-desktop \" role=\"region\" id=\"our-activity-content-0-2\" aria-labelledby=\"our-activity-button-0-1\" aria-hidden=\"false\">\n\t\t\t\t\t\tW ci\u0105gu 2 tygodni identyfikujemy potencjalne use case\u2019y AI, oceniamy ich warto\u015b\u0107 biznesow\u0105 oraz z\u0142o\u017cono\u015b\u0107 wdro\u017cenia i wybieramy szybkie wygrane.\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"our-activities__activity-content-desktop content--hidden\" role=\"region\" id=\"our-activity-content-1-4\" aria-labelledby=\"our-activity-button-1-3\" aria-hidden=\"true\">\n\t\t\t\t\t\tW kolejne 4\u20136 tygodni budujemy proof of concept na rzeczywistych danych oraz definiujemy metryki sukcesu dla modelu.\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"our-activities__activity-content-desktop content--hidden\" role=\"region\" id=\"our-activity-content-2-6\" aria-labelledby=\"our-activity-button-2-5\" aria-hidden=\"true\">\n\t\t\t\t\t\tW ci\u0105gu 6\u20138 tygodni integrujemy model z systemami, wprowadzamy governance i uruchamiamy rozwi\u0105zanie w \u015brodowisku produkcyjnym.\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"our-activities__activity-content-desktop content--hidden\" role=\"region\" id=\"our-activity-content-3-8\" aria-labelledby=\"our-activity-button-3-7\" aria-hidden=\"true\">\n\t\t\t\t\t\tPo wdro\u017ceniu monitorujemy dzia\u0142anie modeli, wprowadzamy retraining oraz rozwijamy rozwi\u0105zanie wraz ze wzrostem skali.\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t<\/section>\n\t\n\n\t<section\n\t\tclass=\"faq light  \"\n\t\tid=\"faq\">\n\t\t<div class=\"faq__wrapper light animation-hidden\">\n\t\t\t\t\t\t\t<div\n\t\t\t\t\tclass=\"faq__title desktop-center mobile-center\">\n\t\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p style=\"text-align: center\"><span class=\"body__sm body__sm--regular\" style=\"color: #181818\">FAQ<\/span><\/p>\n<h2 style=\"text-align: center\"><span class=\"h3_style\" style=\"color: #181818\">Najcz\u0119\u015bciej zadawane pytania o AI w instytucjach finansowych<\/span><\/h2>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"faq__items\">\n\t\t\t\t\t\t\t\t<div class=\"faq__item-wrapper animation-hidden delay-1\">\n\t\t\t\t\t\t\t\t\t\t<div data-expandable-item\n\t\t\t\t\t\tclass=\"faq__item no-hover\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"faq__item--content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button id=\"faq-item-heading-9-0\"\n\t\t\t\t\t\t\t\tclass=\"faq__item--button\"\n\t\t\t\t\t\t\t\taria-expanded=\"true\"\n\t\t\t\t\t\t\t\taria-controls=\"faq-10-0\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"faq__item--heading\">Jak zapewniacie wyja\u015bnialno\u015b\u0107 modeli AI?<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span data-icon-wrapper class=\"faq__icon-wrapper\"><\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div data-opened=\"true\"\n\t\t\t\t\t\tid=\"faq-10-0\"\n\t\t\t\t\t\tclass=\"faq__hidden \" role=\"region\"\n\t\t\t\t\t\taria-labelledby=\"faq-item-heading-9-0\"\n\t\t\t\t\t\taria-hidden=\"false\">\n\t\t\t\t\t\t<div class=\"faq_hidden-wrapper\">\n\t\t\t\t\t\t\t<p>Modele AI mog\u0105 by\u0107 wyja\u015bnialne, je\u015bli od pocz\u0105tku projektuje si\u0119 je z my\u015bl\u0105 o audycie i regulacjach. Stosujemy metody takie jak SHAP, LIME oraz analiza wa\u017cno\u015bci cech (feature importance). Ka\u017cdy model posiada dokumentacj\u0119 opisuj\u0105c\u0105 czynniki wp\u0142ywaj\u0105ce na decyzj\u0119, a dla ka\u017cdej predykcji mo\u017cna wygenerowa\u0107 raport wyja\u015bniaj\u0105cy, dlaczego model podj\u0105\u0142 dan\u0105 decyzj\u0119. Jest to kluczowe dla zgodno\u015bci regulacyjnej oraz zaufania u\u017cytkownik\u00f3w.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div data-expandable-item\n\t\t\t\t\t\tclass=\"faq__item no-hover\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"faq__item--content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button id=\"faq-item-heading-11-1\"\n\t\t\t\t\t\t\t\tclass=\"faq__item--button\"\n\t\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\t\taria-controls=\"faq-12-1\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"faq__item--heading\">Czy modele AI musz\u0105 by\u0107 zatwierdzane przez risk management lub model risk management?<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span data-icon-wrapper class=\"faq__icon-wrapper\"><\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div data-opened=\"false\"\n\t\t\t\t\t\tid=\"faq-12-1\"\n\t\t\t\t\t\tclass=\"faq__hidden pointer-events-none\" role=\"region\"\n\t\t\t\t\t\taria-labelledby=\"faq-item-heading-11-1\"\n\t\t\t\t\t\taria-hidden=\"true\">\n\t\t\t\t\t\t<div class=\"faq_hidden-wrapper\">\n\t\t\t\t\t\t\t<p>Tak. W instytucjach finansowych modele AI zazwyczaj podlegaj\u0105 procesowi model governance i zatwierdzeniu przez zespo\u0142y risk management lub model risk management. Obejmuje to walidacj\u0119 modelu, ocen\u0119 ryzyka, dokumentacj\u0119 metodologii oraz monitoring dzia\u0142ania modelu po wdro\u017ceniu. Dzi\u0119ki temu instytucja zachowuje kontrol\u0119 nad wp\u0142ywem modeli na decyzje biznesowe.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div data-expandable-item\n\t\t\t\t\t\tclass=\"faq__item no-hover\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"faq__item--content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button id=\"faq-item-heading-13-2\"\n\t\t\t\t\t\t\t\tclass=\"faq__item--button\"\n\t\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\t\taria-controls=\"faq-14-2\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"faq__item--heading\">Czy AI mo\u017ce podejmowa\u0107 decyzje samodzielnie?<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span data-icon-wrapper class=\"faq__icon-wrapper\"><\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div data-opened=\"false\"\n\t\t\t\t\t\tid=\"faq-14-2\"\n\t\t\t\t\t\tclass=\"faq__hidden pointer-events-none\" role=\"region\"\n\t\t\t\t\t\taria-labelledby=\"faq-item-heading-13-2\"\n\t\t\t\t\t\taria-hidden=\"true\">\n\t\t\t\t\t\t<div class=\"faq_hidden-wrapper\">\n\t\t\t\t\t\t\t<p>Tak, ale zale\u017cy to od zastosowania i poziomu akceptowanego ryzyka w instytucji. W wielu przypadkach stosowany jest model human-in-the-loop, w kt\u00f3rym AI wspiera decyzje cz\u0142owieka. W bardziej zaawansowanych scenariuszach mo\u017cliwe s\u0105 automatyczne decyzje dla przypadk\u00f3w niskiego ryzyka, z eskalacj\u0105 do pracownika w sytuacjach niepewnych.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div data-expandable-item\n\t\t\t\t\t\tclass=\"faq__item no-hover\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"faq__item--content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button id=\"faq-item-heading-15-3\"\n\t\t\t\t\t\t\t\tclass=\"faq__item--button\"\n\t\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\t\taria-controls=\"faq-16-3\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"faq__item--heading\">Czy AI mo\u017ce dzia\u0142a\u0107 na danych z wielu system\u00f3w bankowych lub ubezpieczeniowych?<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span data-icon-wrapper class=\"faq__icon-wrapper\"><\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div data-opened=\"false\"\n\t\t\t\t\t\tid=\"faq-16-3\"\n\t\t\t\t\t\tclass=\"faq__hidden pointer-events-none\" role=\"region\"\n\t\t\t\t\t\taria-labelledby=\"faq-item-heading-15-3\"\n\t\t\t\t\t\taria-hidden=\"true\">\n\t\t\t\t\t\t<div class=\"faq_hidden-wrapper\">\n\t\t\t\t\t\t\t<p>Tak. W wi\u0119kszo\u015bci instytucji finansowych dane potrzebne do dzia\u0142ania AI znajduj\u0105 si\u0119 w wielu systemach \u2014 takich jak core banking, CRM, systemy polisowe czy kana\u0142y cyfrowe. Dlatego przed wdro\u017ceniem modeli buduje si\u0119 warstw\u0119 integracyjn\u0105 lub platform\u0119 danych, kt\u00f3ra umo\u017cliwia bezpieczne \u0142\u0105czenie i analizowanie informacji z r\u00f3\u017cnych \u017ar\u00f3de\u0142.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div data-expandable-item\n\t\t\t\t\t\tclass=\"faq__item no-hover\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"faq__item--content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button id=\"faq-item-heading-17-4\"\n\t\t\t\t\t\t\t\tclass=\"faq__item--button\"\n\t\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\t\taria-controls=\"faq-18-4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"faq__item--heading\">Jak wygl\u0105da kwestia RODO i danych osobowych?<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span data-icon-wrapper class=\"faq__icon-wrapper\"><\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div data-opened=\"false\"\n\t\t\t\t\t\tid=\"faq-18-4\"\n\t\t\t\t\t\tclass=\"faq__hidden pointer-events-none\" role=\"region\"\n\t\t\t\t\t\taria-labelledby=\"faq-item-heading-17-4\"\n\t\t\t\t\t\taria-hidden=\"true\">\n\t\t\t\t\t\t<div class=\"faq_hidden-wrapper\">\n\t\t\t\t\t\t\t<p>Rozwi\u0105zania AI s\u0105 projektowane zgodnie z zasad\u0105 privacy by design. Obejmuje to m.in. anonimizacj\u0119 lub maskowanie danych, zarz\u0105dzanie zgodami oraz mo\u017cliwo\u015b\u0107 wyja\u015bnienia decyzji modelu. Ka\u017cdy model przechodzi r\u00f3wnie\u017c analiz\u0119 DPIA (Data Protection Impact Assessment), kt\u00f3ra pozwala oceni\u0107 wp\u0142yw rozwi\u0105zania na ochron\u0119 danych osobowych.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div data-expandable-item\n\t\t\t\t\t\tclass=\"faq__item no-hover\">\n\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"faq__item--content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<button id=\"faq-item-heading-19-5\"\n\t\t\t\t\t\t\t\tclass=\"faq__item--button\"\n\t\t\t\t\t\t\t\taria-expanded=\"false\"\n\t\t\t\t\t\t\t\taria-controls=\"faq-20-5\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"faq__item--heading\">Jak d\u0142ugo trwa wdro\u017cenie pierwszego modelu AI?<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span data-icon-wrapper class=\"faq__icon-wrapper\"><\/span>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\t<div data-opened=\"false\"\n\t\t\t\t\t\tid=\"faq-20-5\"\n\t\t\t\t\t\tclass=\"faq__hidden pointer-events-none\" role=\"region\"\n\t\t\t\t\t\taria-labelledby=\"faq-item-heading-19-5\"\n\t\t\t\t\t\taria-hidden=\"true\">\n\t\t\t\t\t\t<div class=\"faq_hidden-wrapper\">\n\t\t\t\t\t\t\t<p>Pierwszy model AI mo\u017cna uruchomi\u0107 w \u015brodowisku produkcyjnym zwykle w ci\u0105gu 3\u20134 miesi\u0119cy od etapu discovery. Kolejne wdro\u017cenia s\u0105 zazwyczaj szybsze, poniewa\u017c infrastruktura i procesy governance s\u0105 ju\u017c przygotowane. W prostszych przypadkach, takich jak klasyfikacja dokument\u00f3w, czas wdro\u017cenia mo\u017ce wynosi\u0107 6\u20138 tygodni.<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/section>\n\t\n\n\t<section\n\t\tclass=\"text-person-2-variants  \"\n\t\tid=\"wspolpraca\"\n\t>\n\t\t<div class=\"text-person-2-variants__wrapper-longer\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"text-person-2-variants__wrapper steps\">\n\t\t\t<div\n\t\t\t\tclass=\"text-person-2-variants__grid \">\n\t\t\t\t\t\t\t\t\t<div class=\"Header\">\n\t\t\t\t\t\t<div class=\"text-person-2-variants__title animation-hidden\">\n\t\t\t\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p><span style=\"color: #ffffff\">WSP\u00d3\u0141PRACA<\/span><\/p>\n<h2><span class=\"h3_style\" style=\"color: #ffffff\">Zbuduj pierwsze produkcyjne rozwi\u0105zanie AI<\/span><\/h2>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<div class=\"Content animation-hidden\">\n\t\t\t\t\t\t\t\t\t\t\t<ul class=\"text-person-2-variants__steps\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li\n\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step\"\n\t\t\t\t\t\t\t\t\tdata-step=\"1\"\n\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step-wrapper animation-hidden delay-0\">\n\t\t\t\t\t\t\t\t\t\t<p class=\"text-person-2-variants__step-title\">Rozmowa z ekspertem<\/p>\n\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step-description \">\n\t\t\t\t\t\t\t\t\t\t\t<p>Podczas kr\u00f3tkiej rozmowy poznajemy procesy biznesowe, dane oraz obszary, w kt\u00f3rych AI mo\u017ce przynie\u015b\u0107 najwi\u0119ksz\u0105 warto\u015b\u0107.<\/p>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li\n\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step\"\n\t\t\t\t\t\t\t\t\tdata-step=\"2\"\n\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step-wrapper animation-hidden delay-2\">\n\t\t\t\t\t\t\t\t\t\t<p class=\"text-person-2-variants__step-title\">Warsztat<\/p>\n\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step-description \">\n\t\t\t\t\t\t\t\t\t\t\t<p>Przeprowadzamy warsztat, podczas kt\u00f3rego mapujemy use case\u2019y AI, oceniamy ich potencja\u0142 biznesowy i wskazujemy szybkie wygrane.<\/p>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li\n\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step\"\n\t\t\t\t\t\t\t\t\tdata-step=\"3\"\n\t\t\t\t\t\t\t\t>\n\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step-wrapper animation-hidden delay-4\">\n\t\t\t\t\t\t\t\t\t\t<p class=\"text-person-2-variants__step-title\">Roadmapa wdro\u017cenia<\/p>\n\t\t\t\t\t\t\t\t\t\t<div\n\t\t\t\t\t\t\t\t\t\t\tclass=\"text-person-2-variants__step-description \">\n\t\t\t\t\t\t\t\t\t\t\t<p>Przygotowujemy plan wdro\u017cenia pierwszego rozwi\u0105zania AI wraz z metrykami biznesowymi i \u015bcie\u017ck\u0105 przej\u015bcia do produkcji.<\/p>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"Button\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-person-2-variants__button animation-hidden\">\n\t\t\t\t\t\t\t\n<a class=\"btn btn__secondary animation-right\" href=\"https:\/\/stg.altkomsoftware.com\/pl\/skontaktuj-sie\/\" target=\"_self\" >\n\n\n\tUm\u00f3w warsztat\n\t\t\t<span class=\"btn--icon-right\">\n\t\t\t<span class=\"btn--icon-right-front\">\n\t\t\t\t\t\t\t\t\t<svg\n\t\t\t\t\t\twidth=\"16\"\n\t\t\t\t\t\theight=\"16\"\n\t\t\t\t\t\tviewBox=\"0 0 16 16\"\n\t\t\t\t\t\tfill=\"none\"\n\t\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n\t\t\t\t\t\tclass=\"btn--icon-right-icon\"\n\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<path\n\t\t\t\t\t\t\td=\"M11.145 10.645L11.855 11.355L15.2051 8L11.855 4.64502L11.145 5.35498L13.2939 7.5H1V8.5H13.2939L11.145 10.645Z\"\/>\n\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t<\/span>\n\t\t\n\t\t\t<span class=\"btn--icon-right-back\">\n\t\t\t\t\t\t\t\t\t<svg class=\"btn--icon-right-icon\"\n\t\t\t\t\t\taria-hidden=\"true\"\n\t\t\t\t\t\txmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n\t\t\t\t\t\tviewBox=\"0 0 14 6\"\n\t\t\t\t\t>\n\t\t\t\t\t\t<path\n\t\t\t\t\t\t\td=\"M9.75189 5.31439L10.3731 5.93561L13.3044 3L10.3731 0.0643921L9.75189 0.685608L11.6322 2.5625H0.875V3.4375H11.6322L9.75189 5.31439Z\"\/>\n\t\t\t\t\t<\/svg>\n\t\t\t\t\t\t\t<\/span>\n\t\t<\/span>\n\t\n\n<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"Person\">\n\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/03\/Sandra-Szklarek-1.png\" width=\"370\" height=\"320\" alt=\"\">\n\t\t\t\t\t\t<div\n\t\t\t\t\t\t\tclass=\"text-person-2-variants__person-box left\">\n\t\t\t\t\t\t\t<p class=\"text-person-2-variants__person-box-name\">Sandra Szklarek<\/p>\n\t\t\t\t\t\t\t<p class=\"text-person-2-variants__person-box-position\">Business Development Manager<\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"animation-tiles steps\">\n\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/text-person-2-variants\/img\/step-1.svg\"\n\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\twidth=\"160\"\n\t\t\t\t\t\t\t\theight=\"160\"\n\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/text-person-2-variants\/img\/step-2.svg\"\n\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\twidth=\"160\"\n\t\t\t\t\t\t\t\theight=\"160\"\n\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/text-person-2-variants\/img\/step-3.svg\"\n\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\twidth=\"160\"\n\t\t\t\t\t\t\t\theight=\"160\"\n\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/text-person-2-variants\/img\/step-4.svg\"\n\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\twidth=\"160\"\n\t\t\t\t\t\t\t\theight=\"160\"\n\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/text-person-2-variants\/img\/step-5.svg\"\n\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\twidth=\"160\"\n\t\t\t\t\t\t\t\theight=\"160\"\n\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t\t<img\n\t\t\t\t\t\t\t\tsrc=\"https:\/\/stg.altkomsoftware.com\/wp-content\/themes\/altkomsoftware\/includes\/blocks\/text-person-2-variants\/img\/step-6.svg\"\n\t\t\t\t\t\t\t\talt=\"\"\n\t\t\t\t\t\t\t\twidth=\"160\"\n\t\t\t\t\t\t\t\theight=\"160\"\n\t\t\t\t\t\t\t\/>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/section>\n\t\n\n\t<section\n\t\t\tclass=\"post-blog-slider  lg:pt-[4rem] lg:pb-[5rem] pt-[2.5rem] pb-[2.5rem]\"\n\t\t\tid=\"blog\">\n\t\t\t\t\t<div\n\t\t\t\t\tclass=\"post-blog-slider__title animation-hidden desktop-left mobile-left\">\n\t\t\t\t\n\t<div class=\"title\">\n\t\t<div class=\"title__content title__content--full\">\n\t\t\t<p><span class=\"body__sm body__sm--regular\">BLOG<\/span><\/p>\n<h2><span class=\"h3_style\">Czytaj wi\u0119cej o roli technologii w rozwoju biznesu<\/span><\/h2>\n\t\t<\/div>\n\n\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"post-blog-slider__posts-wrapper splide\">\n\t\t\t\t<div class=\"splide__track\">\n\t\t\t\t\t<ul class=\"post-blog-slider__posts splide__list\" role=\"tablist\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-blog-slider__post splide__slide animation-hidden\">\n\t\t\t\t\t\t\t\t<article\n\tclass=\"post-tile-vertical\"\n\tdata-animated=\"false\"\n\t>\n\t<a href=\"https:\/\/stg.altkomsoftware.com\/pl\/blog\/architektura-medalionowa-w-sektorze-finansowym\/\" class=\"link-focus\"\n\t\tid=\"item-6a20ef066a401-architektura-medalionowa-w-sektorze-finansowym\"\n\t\taria-expanded=\"false\"\n\t\taria-controls=\"box-6a20ef066a401-architektura-medalionowa-w-sektorze-finansowym\"\n\t\taria-label=\"Jak architektura medalionowa w Microsoft Fabric zmienia spos\u00f3b pracy z danymi\"\n\t><\/a>\n\t\t\t<div class=\"post-tile-vertical__img\">\n\t\t\t<img decoding=\"async\" width=\"465\" height=\"240\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2026\/01\/Architektura-medalionowa-w-Microsoft-Fabric-465x240.webp\" class=\"attachment-post-tile size-post-tile\" alt=\"Altkom Software&#039;s article about medallion architecture in the financial sector\" srcset=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2026\/01\/Architektura-medalionowa-w-Microsoft-Fabric-465x240.webp 465w, https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2026\/01\/Architektura-medalionowa-w-Microsoft-Fabric-176x92.webp 176w\" sizes=\"(max-width: 465px) 100vw, 465px\" \/>\t\t<\/div>\n\t\n\t<div class=\"post-tile-vertical__content-wrapper\"\n\t\tid=\"box-6a20ef066a401-architektura-medalionowa-w-sektorze-finansowym\"\n\t\trole=\"region\"\n\t\taria-labelledby=\"item-6a20ef066a401-architektura-medalionowa-w-sektorze-finansowym\"\n\t\taria-hidden=\"true\">\n\t\t<div class=\"post-tile-vertical__content-info\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<time datetime=\"2026-01-08\">\n\t\t\t\t\t08\/01\/2026\t\t\t\t<\/time>\n\t\t\t\t\t\t|\n\t\t\t<div>7 min czytania<\/div>\n\t\t<\/div>\n\t\t<div class=\"post-tile-vertical__content\">\n\t\t\t\t\t\t\t<h3 class=\"post-tile-vertical__content-title\" aria-hidden=\"true\">\n\t\t\t\t\tJak architektura medalionowa w Microsoft Fabric zmienia spos\u00f3b pracy z danymi\t\t\t\t<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"post-tile-vertical__content-hide-message\">\n\t\t\t\t\tDla instytucji finansowych architektura danych jest fundamentem kontroli proces\u00f3w, raportowania i podejmowania decyzji biznesowych. Co za tym idzie, centralna platforma integruj\u0105ca dane z kluczowych system\u00f3w jest naturalnym punktem wyj\u015bcia. Niestety, sama w sobie nie rozwi\u0105zuje problem\u00f3w jako\u015bci i sp\u00f3jno\u015bci informacji. Bez jasno okre\u015blonej struktury danych nawet zaawansowane analizy i rozwi\u0105zania oparte na AI nie dostarczaj\u0105 wynik\u00f3w wystarczaj\u0105co wiarygodnych z perspektywy zarz\u0105dczej i regulacyjnej.\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t<\/div>\n\t<div class=\"post-tile-vertical__footer\">\n\t\t<div class=\"post-tile-vertical__footer--author\">\n\t\t\tAdam \u017bura\u0144ski\t\t<\/div>\n\t\t<div class=\"post-tile-vertical__footer--arrow\" aria-hidden=\"true\">\n\t\t\t<svg width=\"21\" height=\"20\" viewBox=\"0 0 21 20\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t\t<path\n\t\t\t\t\td=\"M14.4313 13.3062L15.3187 14.1936L19.5063 9.99988L15.3187 5.80615L14.4313 6.6936L17.1174 9.37488H1.75V10.6249H17.1174L14.4313 13.3062Z\"\n\t\t\t\t\tfill=\"#4632FF\"\/>\n\t\t\t<\/svg>\n\t\t<\/div>\n\t<\/div>\n<\/article>\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-blog-slider__post splide__slide animation-hidden\">\n\t\t\t\t\t\t\t\t<article\n\tclass=\"post-tile-vertical\"\n\tdata-animated=\"false\"\n\t>\n\t<a href=\"https:\/\/stg.altkomsoftware.com\/pl\/blog\/hiperpersonalizacja-w-branzy-ubezpieczeniowej\/\" class=\"link-focus\"\n\t\tid=\"item-6a20ef066c38c-hiperpersonalizacja-w-branzy-ubezpieczeniowej\"\n\t\taria-expanded=\"false\"\n\t\taria-controls=\"box-6a20ef066c38c-hiperpersonalizacja-w-branzy-ubezpieczeniowej\"\n\t\taria-label=\"Hiperpersonalizacja w obs\u0142udze klienta: konwersacyjny interfejs to dopiero pocz\u0105tek\"\n\t><\/a>\n\t\t\t<div class=\"post-tile-vertical__img\">\n\t\t\t<img decoding=\"async\" width=\"465\" height=\"240\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/11\/Hiperpersonalizacja-w-obsludze-klienta-465x240.webp\" class=\"attachment-post-tile size-post-tile\" alt=\"\" srcset=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/11\/Hiperpersonalizacja-w-obsludze-klienta-465x240.webp 465w, https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/11\/Hiperpersonalizacja-w-obsludze-klienta-176x92.webp 176w\" sizes=\"(max-width: 465px) 100vw, 465px\" \/>\t\t<\/div>\n\t\n\t<div class=\"post-tile-vertical__content-wrapper\"\n\t\tid=\"box-6a20ef066c38c-hiperpersonalizacja-w-branzy-ubezpieczeniowej\"\n\t\trole=\"region\"\n\t\taria-labelledby=\"item-6a20ef066c38c-hiperpersonalizacja-w-branzy-ubezpieczeniowej\"\n\t\taria-hidden=\"true\">\n\t\t<div class=\"post-tile-vertical__content-info\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<time datetime=\"2025-11-14\">\n\t\t\t\t\t14\/11\/2025\t\t\t\t<\/time>\n\t\t\t\t\t\t|\n\t\t\t<div>5 min czytania<\/div>\n\t\t<\/div>\n\t\t<div class=\"post-tile-vertical__content\">\n\t\t\t\t\t\t\t<h3 class=\"post-tile-vertical__content-title\" aria-hidden=\"true\">\n\t\t\t\t\tHiperpersonalizacja w obs\u0142udze klienta: konwersacyjny interfejs to dopiero pocz\u0105tek\t\t\t\t<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"post-tile-vertical__content-hide-message\">\n\t\t\t\t\tW bran\u017cy ubezpieczeniowej wszyscy m\u00f3wi\u0105 o stawianiu klienta w centrum. Ale co to w\u0142a\u015bciwie znaczy w praktyce? To nie slogan, tylko konkretna potrzeba: szybka, trafna i bezproblemowa obs\u0142uga, niezale\u017cnie od rodzaju produktu, kana\u0142u kontaktu czy dzia\u0142u zaanga\u017cowanego w spraw\u0119. Klienci, w tym tak\u017ce brokerzy jako wa\u017cni partnerzy w dystrybucji, oczekuj\u0105 sp\u00f3jnego i efektywnego do\u015bwiadczenia. To w\u0142a\u015bnie ono decyduje o tym, czy klient zostanie na d\u0142u\u017cej, przed\u0142u\u017cy umow\u0119 i poleci ofert\u0119 innym.\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t<\/div>\n\t<div class=\"post-tile-vertical__footer\">\n\t\t<div class=\"post-tile-vertical__footer--author\">\n\t\t\tInsurance Team\t\t<\/div>\n\t\t<div class=\"post-tile-vertical__footer--arrow\" aria-hidden=\"true\">\n\t\t\t<svg width=\"21\" height=\"20\" viewBox=\"0 0 21 20\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t\t<path\n\t\t\t\t\td=\"M14.4313 13.3062L15.3187 14.1936L19.5063 9.99988L15.3187 5.80615L14.4313 6.6936L17.1174 9.37488H1.75V10.6249H17.1174L14.4313 13.3062Z\"\n\t\t\t\t\tfill=\"#4632FF\"\/>\n\t\t\t<\/svg>\n\t\t<\/div>\n\t<\/div>\n<\/article>\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-blog-slider__post splide__slide animation-hidden\">\n\t\t\t\t\t\t\t\t<article\n\tclass=\"post-tile-vertical\"\n\tdata-animated=\"false\"\n\t>\n\t<a href=\"https:\/\/stg.altkomsoftware.com\/pl\/blog\/interfejsy-konwersacyjne-w-finansach\/\" class=\"link-focus\"\n\t\tid=\"item-6a20ef066cc35-interfejsy-konwersacyjne-w-finansach\"\n\t\taria-expanded=\"false\"\n\t\taria-controls=\"box-6a20ef066cc35-interfejsy-konwersacyjne-w-finansach\"\n\t\taria-label=\"Interfejsy konwersacyjne w finansach: jak chatboty i asystenci g\u0142osowi zmieniaj\u0105 do\u015bwiadczenie klienta w bankowo\u015bci?\"\n\t><\/a>\n\t\t\t<div class=\"post-tile-vertical__img\">\n\t\t\t<img decoding=\"async\" width=\"465\" height=\"240\" src=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/10\/Conversational-Interfaces-in-Banking-465x240.webp\" class=\"attachment-post-tile size-post-tile\" alt=\"Article about Conversational Interfaces in Banking\" srcset=\"https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/10\/Conversational-Interfaces-in-Banking-465x240.webp 465w, https:\/\/stg.altkomsoftware.com\/wp-content\/uploads\/2025\/10\/Conversational-Interfaces-in-Banking-176x92.webp 176w\" sizes=\"(max-width: 465px) 100vw, 465px\" \/>\t\t<\/div>\n\t\n\t<div class=\"post-tile-vertical__content-wrapper\"\n\t\tid=\"box-6a20ef066cc35-interfejsy-konwersacyjne-w-finansach\"\n\t\trole=\"region\"\n\t\taria-labelledby=\"item-6a20ef066cc35-interfejsy-konwersacyjne-w-finansach\"\n\t\taria-hidden=\"true\">\n\t\t<div class=\"post-tile-vertical__content-info\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<time datetime=\"2025-10-16\">\n\t\t\t\t\t16\/10\/2025\t\t\t\t<\/time>\n\t\t\t\t\t\t|\n\t\t\t<div>14 min czytania<\/div>\n\t\t<\/div>\n\t\t<div class=\"post-tile-vertical__content\">\n\t\t\t\t\t\t\t<h3 class=\"post-tile-vertical__content-title\" aria-hidden=\"true\">\n\t\t\t\t\tInterfejsy konwersacyjne w finansach: jak chatboty i asystenci g\u0142osowi zmieniaj\u0105 do\u015bwiadczenie klienta w bankowo\u015bci?\t\t\t\t<\/h3>\n\t\t\t\n\t\t\t\t\t\t\t<span class=\"post-tile-vertical__content-hide-message\">\n\t\t\t\t\tSztuczna inteligencja sukcesywnie redefiniuje model obs\u0142ugi klienta w bankowo\u015bci. Zgodnie z prognozami Gartnera, do 2026 roku konwersacyjna AI pozwoli instytucjom finansowym ograniczy\u0107 koszty operacyjne centr\u00f3w kontaktowych nawet o 80 miliard\u00f3w dolar\u00f3w\u00b9. Rok 2025 to z kolei moment intensywnego wdra\u017cania generatywnej AI, jako kluczowego narz\u0119dzia podnosz\u0105cego jako\u015b\u0107, efektywno\u015b\u0107 i personalizacj\u0119 interakcji z klientem\u00b2. Sprawd\u017amy, w jaki spos\u00f3b banki wykorzystuj\u0105 ten potencja\u0142 i dlaczego interfejsy konwersacyjne staj\u0105 si\u0119 strategicznym filarem nowoczesnej bankowo\u015bci.\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t<\/div>\n\t<div class=\"post-tile-vertical__footer\">\n\t\t<div class=\"post-tile-vertical__footer--author\">\n\t\t\tKornelia Marczewska\t\t<\/div>\n\t\t<div class=\"post-tile-vertical__footer--arrow\" aria-hidden=\"true\">\n\t\t\t<svg width=\"21\" height=\"20\" viewBox=\"0 0 21 20\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\t\t\t\t<path\n\t\t\t\t\td=\"M14.4313 13.3062L15.3187 14.1936L19.5063 9.99988L15.3187 5.80615L14.4313 6.6936L17.1174 9.37488H1.75V10.6249H17.1174L14.4313 13.3062Z\"\n\t\t\t\t\tfill=\"#4632FF\"\/>\n\t\t\t<\/svg>\n\t\t<\/div>\n\t<\/div>\n<\/article>\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<ul class=\"post-blog-slider__pagination splide__pagination\"><\/ul>\n\t\t\t<\/div>\n\t\t\t<\/section>\n\n\t","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":0,"parent":50588,"menu_order":0,"template":"","class_list":["post-50843","it-services","type-it-services","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/stg.altkomsoftware.com\/pl\/wp-json\/wp\/v2\/it-services\/50843","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stg.altkomsoftware.com\/pl\/wp-json\/wp\/v2\/it-services"}],"about":[{"href":"https:\/\/stg.altkomsoftware.com\/pl\/wp-json\/wp\/v2\/types\/it-services"}],"version-history":[{"count":5,"href":"https:\/\/stg.altkomsoftware.com\/pl\/wp-json\/wp\/v2\/it-services\/50843\/revisions"}],"predecessor-version":[{"id":50881,"href":"https:\/\/stg.altkomsoftware.com\/pl\/wp-json\/wp\/v2\/it-services\/50843\/revisions\/50881"}],"up":[{"embeddable":true,"href":"https:\/\/stg.altkomsoftware.com\/pl\/wp-json\/wp\/v2\/it-services\/50588"}],"wp:attachment":[{"href":"https:\/\/stg.altkomsoftware.com\/pl\/wp-json\/wp\/v2\/media?parent=50843"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}