{"id":4760,"date":"2026-06-18T18:24:50","date_gmt":"2026-06-18T15:24:50","guid":{"rendered":"https:\/\/mccloud.global\/pl\/?page_id=4760"},"modified":"2026-09-02T17:08:35","modified_gmt":"2026-09-02T14:08:35","slug":"poc-pov","status":"publish","type":"page","link":"https:\/\/mccloud.global\/pl\/poc-pov\/","title":{"rendered":"Proof of Concept (POC\/POV)"},"content":{"rendered":"\n<section id=\"clients-marquee-block_6c0e52690631ce14f6d41cc1b2716e6d\" class=\"mccloud-clients-marquee\">\n\t<div class=\"mccloud-clients-marquee__heading container\">\n\t\t<h2 class=\"mccloud-clients-marquee__title\">Nasi klienci:<\/h2>\n\t<\/div>\n\n\t\t\t<div class=\"mccloud-clients-marquee__slider\" data-mc-slider=\"clients-marquee\" aria-label=\"Nasi klienci:\">\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"287\" height=\"63\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/08\/simtel-logo-cropped.jpg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"420\" height=\"172\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/08\/lipasso-logo.png\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"420\" height=\"176\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/08\/karpaten-turism.png\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"118\" height=\"72\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/image-1.png\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"260\" height=\"260\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client12.jpeg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client12.jpeg 260w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client12-235x235.jpeg 235w\" sizes=\"auto, (max-width: 260px) 100vw, 260px\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"260\" height=\"128\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client8.jpeg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"260\" height=\"53\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client6.jpeg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"260\" height=\"200\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client4.jpeg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"650\" height=\"102\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client14.jpeg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" srcset=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client14.jpeg 650w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client14-420x66.jpeg 420w\" sizes=\"auto, (max-width: 650px) 100vw, 650px\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"260\" height=\"116\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client15.jpeg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"208\" height=\"40\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/image.png\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"260\" height=\"51\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client2.jpeg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"mccloud-clients-marquee__slide\">\n\t\t\t\t\t<img width=\"260\" height=\"41\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/client11.jpeg\" class=\"mccloud-clients-marquee__logo\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/section>\n\n\n<div class=\"flex self-center w-full justify-center text-center\">\n      <h2 class=\"title-text-2 font-bold xl:mb-4 mb-3 text-5 leading-6\">Bariery we wdra\u017caniu chmury i AI<\/h2>\n  <\/div>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Tworzenie niestandardowych rozwi\u0105za\u0144 GenAI, przenoszenie przestarza\u0142ych aplikacji do nowoczesnych architektur chmurowych <br>czy migracja infrastruktury zmuszaj\u0105 do zmierzenia si\u0119 z trzema powa\u017cnymi barierami:<\/p>\n\n\n\n<div class=\"container mccloud-custom-icon-boxes\" id=\"cib-6ab3169f5d351\"\n     style=\"--cib-next-spacing: 64px; --cib-next-spacing-tablet: 51px; --cib-next-spacing-mobile: 32px; --cib-overlap: 160px; --cib-overlap-tablet: 120px; --cib-overlap-mobile: 80px;\">\n    <div class=\"mccloud-custom-icon-boxes__surface rounded-4 2xl:pt-11 flex flex-col gap-6 items-center p-4\"\n         style=\"background-color: \">\n\t\t\t\n\t\t\t\n\t\t\t\n        <div class=\"arrows-container md:my- my-2 flex flex-row justify-end rounded-2 w-full gap-2 lg:hidden max-w-[830px]\">\n            <div class='adv-arrow-prev arrow-button-container bg-white py-2 px-3 rounded-2 cursor-pointer'>\n                <img src='https:\/\/mccloud.global\/pl\/wp-content\/themes\/mccloud-new\/assets\/image\/chevron-left.svg' alt='prev'>\n            <\/div>\n            <div class='adv-arrow-next arrow-button-container bg-white py-2 px-3 rounded-2 cursor-pointer'>\n                <img src='https:\/\/mccloud.global\/pl\/wp-content\/themes\/mccloud-new\/assets\/image\/chevron-right.svg' alt='next'>\n            <\/div>\n        <\/div>\n\n        <div class=\"w-full \">\n            <div\n                    class=\"advantages-slider lg:grid lg:grid-cols-3 lg:gap-4 w-full\"\n                    data-mc-slider=\"mobile-single\"\n                    data-mc-slider-mobile-only=\"true\"\n                    data-mc-slider-prev=\"#cib-6ab3169f5d351 .adv-arrow-prev\"\n                    data-mc-slider-next=\"#cib-6ab3169f5d351 .adv-arrow-next\"\n            >\n\t\t\t\t\t\t\t\n\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-3 my-2 md:my-0 md:p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group \"\n                style=\"margin: 5px; background-color: #ffffff\">\n\n                                    \t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/finance-img.png' alt='icon' class='svg-icon-60'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n                                <p class=\"  advantages-slider--heading text-[18px] leading-5 font-bold mb-3 mt-6 text-black group-hover:text-success transition-colors\">\n\t\t\t\t\t\t\t\t\tRyzyko finansowe                <\/p>\n                \n                <div class=\"  text-gray leading-4\">\n\t\t\t\t\t\t\t\t\t<p>Nowe technologie wymagaj\u0105 du\u017cych nak\u0142ad\u00f3w na start. Potrzebujesz dowodu, \u017ce to dzia\u0142a, zanim zaryzykujesz bud\u017cet operacyjny.<\/p>\n                <\/div>\n\t\t\t                \n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-3 my-2 md:my-0 md:p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group \"\n                style=\"margin: 5px; background-color: #ffffff\">\n\n                                    \t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/checkout-img.png' alt='icon' class='svg-icon-60'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n                                <p class=\"  advantages-slider--heading text-[18px] leading-5 font-bold mb-3 mt-6 text-black group-hover:text-success transition-colors\">\n\t\t\t\t\t\t\t\t\tStrach przed kosztami chmury                <\/p>\n                \n                <div class=\"  text-gray leading-4\">\n\t\t\t\t\t\t\t\t\t<p>Chmura jest rozliczana na podstawie realnego zu\u017cycia. Potrzebujesz precyzyjnej prognozy matematycznej, aby mie\u0107 pewno\u015b\u0107, \u017ce automatyczne skalowanie (auto-scaling) nie zrujnuje Twoich mar\u017c zysku.<\/p>\n                <\/div>\n\t\t\t                \n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-3 my-2 md:my-0 md:p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group \"\n                style=\"margin: 5px; background-color: #ffffff\">\n\n                                    \t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/rocket-green-icon.svg' alt='icon' class='svg-icon-60'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n                                <p class=\"  advantages-slider--heading text-[18px] leading-5 font-bold mb-3 mt-6 text-black group-hover:text-success transition-colors\">\n\t\t\t\t\t\t\t\t\tOp\u00f3r przed testowaniem                <\/p>\n                \n                <div class=\"  text-gray leading-4\">\n\t\t\t\t\t\t\t\t\t<p>Weryfikacja pomys\u0142u na w\u0142asnych systemach oznacza tygodnie biurokratycznych akceptacji i odci\u0105ga Twoich in\u017cynier\u00f3w od zada\u0144, kt\u00f3re przynosz\u0105 firmie realny zysk.<\/p>\n                <\/div>\n\t\t\t                \n            <\/div>\n\t\t\t\t\t\n        <\/div>\n    <\/div>\n\n<\/div>\n<\/div>\n\n\n\t\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"container\">\n    <div class=\"mc-text-image flex flex-col md:flex-row mt-6 mb-3 xl:gap-11\n        md:items-center        \">\n\n        <div class=\"2xl:min-w-[566px] lg:min-w-[485px] md:min-w-[340px] mb-6 md:mb-0 relative z-10\n                        xl:mr-[66px] lg:mr-4\">\n\n            <div\n                    class=\"rounded-4 relative z-20 bg-cover bg-no-repeat bg-center\n                h-[349px] lg:h-[440px]\"\n                    style=\"background-image: url(https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/team-poc-pov.png);\"\n                    role=\"img\"\n                    aria-label=\"\">\n            <\/div>\n        <\/div>\n        <div class=\"w-auto\">\n                            <h2 class=\"title-text-2 font-bold xl:mb-4 mb-3 text-5 leading-6\">Walidacja wykonalno\u015bci technicznej i ROI <\/h2>\n            \n                            <div class=\"mc-text-image-list text-3 leading-4 md:text-[14px] xl:text-[16px] md:mb-3 mb-4\">\n                    <p>Zyskaj pe\u0142ne zderzenie projektu z rzeczywisto\u015bci\u0105 (reality check) dzi\u0119ki naszemu dwufazowemu podej\u015bciu. Najpierw testujemy podstawowe funkcjonalno\u015bci. Nast\u0119pnie udowadniamy realne korzy\u015bci biznesowe w symulowanym \u015brodowisku rzeczywistym.<\/p>\n<ul>\n<li><img decoding=\"async\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/themes\/mccloud-new\/assets\/image\/tick.svg\" alt=\"icon tick\" class=\"h-[24px] mr-2\"><strong>Czy damy rad\u0119 to zbudowa\u0107? (Proof of Concept)<\/strong><br \/>\nBudujemy prototyp, aby udowodni\u0107, \u017ce funkcje, bezpiecze\u0144stwo i skalowalno\u015b\u0107 rozwi\u0105zania spe\u0142niaj\u0105 Twoje wymagania oraz techniczne kryteria sukcesu (kt\u00f3re definiujemy wsp\u00f3lnie z Tob\u0105).<\/li>\n<li><img decoding=\"async\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/themes\/mccloud-new\/assets\/image\/tick.svg\" alt=\"icon tick\" class=\"h-[24px] mr-2\"><strong>Czy op\u0142aca si\u0119 to budowa\u0107? (Proof of Value)<\/strong><br \/>\nTestujemy technologi\u0119 na Twoich realnych danych w symulowanym \u015brodowisku produkcyjnym, aby oceni\u0107 jej wp\u0142yw na wska\u017aniki KPI i cele, kt\u00f3re potwierdzaj\u0105 jej warto\u015b\u0107 biznesow\u0105.<\/li>\n<\/ul>\n                    <div class=\"flex flex-col md:flex-row items-center gap-3 mt-6\">\n                                                    <a href=\"#consultForm\" target=\"\"\n                               class=\"btn btn-lg btn-success w-full md:w-auto text-center\">\n                                Porozmawiajmy                            <\/a>\n                        \n                                            <\/div>\n                <\/div>\n            \n        <\/div>\n    <\/div>\n<\/div>\n\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"flex self-center w-full justify-center text-center\">\n      <h2 class=\"title-text-2 font-bold xl:mb-4 mb-3 text-5 leading-6\">Harmonogram wdro\u017cenia z zerowym \u201escope creep\u201d<\/h2>\n  <\/div>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Aby zagwarantowa\u0107 precyzyjne rezultaty, przeprowadzamy testy o okre\u015blonych ramach czasowych i sta\u0142ym zakresie, <br>co chroni Tw\u00f3j projekt przed przekroczeniem bud\u017cetu i niekontrolowanym rozrastaniem si\u0119 wymaga\u0144.<\/p>\n\n\n\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"container\" id=\"icw-6ab3169f60d21\">\n\n\n    <div class=\"mccloud-icon-boxes-with-image__layout mb-5 2xl:mb-11 \">\n        <div class=\"mccloud-icon-boxes-with-image__cards\">\n            <div class=\"arrows-container my-4 flex flex-row justify-end rounded-2 w-full gap-2 lg:hidden\">\n                <div class=\"default-arrow-prev arrow-button-container bg-white py-2 px-3 rounded-2 cursor-pointer\">\n                    <img decoding=\"async\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/themes\/mccloud-new\/assets\/image\/chevron-left.svg\" alt=\"prev\" class=\"arrow-img\">\n                <\/div>\n                <div class=\"default-arrow-next arrow-button-container bg-white py-2 px-3 rounded-2 cursor-pointer\">\n                    <img decoding=\"async\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/themes\/mccloud-new\/assets\/image\/chevron-right.svg\" alt=\"next\" class=\"arrows-img\">\n                <\/div>\n            <\/div>\n\n            <div\n                    class=\"default-slider slick-force-height lg:grid lg:grid-cols-1 lg:gap-[13px] w-full\"\n                    data-mc-slider=\"mobile-single\"\n                    data-mc-slider-mobile-only=\"true\"\n                    data-mc-slider-pagination=\"true\"\n                    data-mc-slider-prev=\"#icw-6ab3169f60d21 .default-arrow-prev\"\n                    data-mc-slider-next=\"#icw-6ab3169f60d21 .default-arrow-next\"\n            >\n                                    <div\n                            class=\" hover:shadow-lg border border-customlightGray hover:border-customlightGray p-2.5 xl:py-[20px] xl:pr-[20px] rounded-[22px] flex flex-col lg:flex-row lg:items-center\"\n                    >\n\n                        <div class=\"mb-[26px] lg:mb-0 lg:mx-[20px] xl:mx-[45px] px-[14px] lg:px-0\">\n                                                            <img decoding=\"async\"\n                                        src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2024\/12\/product-icon-4.svg\"\n                                        alt=\"Zdefiniowanie sukcesu\"\n                                        style=\"min-width: 60px; max-width: 60px;\"\n                                >\n                                                    <\/div>\n\n                        <div class=\"grow px-[14px] lg:px-0\">\n                            <h3 class=\"text-[18px] leading-5 font-bold mb-2\">\n                                Zdefiniowanie sukcesu                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Ustalamy dok\u0142adn\u0105, matematyczn\u0105 definicj\u0119 sukcesu. Zanim zaczniemy, wiesz precyzyjnie, co potwierdzi zwrot z inwestycji (ROI).<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\" hover:shadow-lg border border-customlightGray hover:border-customlightGray p-2.5 xl:py-[20px] xl:pr-[20px] rounded-[22px] flex flex-col lg:flex-row lg:items-center\"\n                    >\n\n                        <div class=\"mb-[26px] lg:mb-0 lg:mx-[20px] xl:mx-[45px] px-[14px] lg:px-0\">\n                                                            <img decoding=\"async\"\n                                        src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/security.png\"\n                                        alt=\"Zamro\u017cenie zakresu prac\"\n                                        style=\"min-width: 60px; max-width: 60px;\"\n                                >\n                                                    <\/div>\n\n                        <div class=\"grow px-[14px] lg:px-0\">\n                            <h3 class=\"text-[18px] leading-5 font-bold mb-2\">\n                                Zamro\u017cenie zakresu prac                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Wyodr\u0119bniamy kluczowe mechanizmy do przetestowania. Harmonogram i bud\u017cet pozostaj\u0105 rygorystycznie sta\u0142e.<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\" hover:shadow-lg border border-customlightGray hover:border-customlightGray p-2.5 xl:py-[20px] xl:pr-[20px] rounded-[22px] flex flex-col lg:flex-row lg:items-center\"\n                    >\n\n                        <div class=\"mb-[26px] lg:mb-0 lg:mx-[20px] xl:mx-[45px] px-[14px] lg:px-0\">\n                                                            <img decoding=\"async\"\n                                        src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/icon-rocket.png\"\n                                        alt=\"Szybka implementacja\"\n                                        style=\"min-width: 60px; max-width: 60px;\"\n                                >\n                                                    <\/div>\n\n                        <div class=\"grow px-[14px] lg:px-0\">\n                            <h3 class=\"text-[18px] leading-5 font-bold mb-2\">\n                                Szybka implementacja                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Nasi in\u017cynierowie buduj\u0105 minimaln\u0105 infrastruktur\u0119 niezb\u0119dn\u0105 do zweryfikowania architektury Google Cloud i potwierdzenia wykonalno\u015bci projektu.<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\" hover:shadow-lg border border-customlightGray hover:border-customlightGray p-2.5 xl:py-[20px] xl:pr-[20px] rounded-[22px] flex flex-col lg:flex-row lg:items-center\"\n                    >\n\n                        <div class=\"mb-[26px] lg:mb-0 lg:mx-[20px] xl:mx-[45px] px-[14px] lg:px-0\">\n                                                            <img decoding=\"async\"\n                                        src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/icon-data.svg\"\n                                        alt=\"Walidacja danych\"\n                                        style=\"min-width: 60px; max-width: 60px;\"\n                                >\n                                                    <\/div>\n\n                        <div class=\"grow px-[14px] lg:px-0\">\n                            <h3 class=\"text-[18px] leading-5 font-bold mb-2\">\n                                Walidacja danych                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Mierzymy efekty prototypu w oparciu o wyznaczone metryki i dostarczamy prognoz\u0119 ca\u0142kowitego kosztu posiadania (TCO) na podstawie realnego zu\u017cycia zasob\u00f3w.<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\" hover:shadow-lg border border-customlightGray hover:border-customlightGray p-2.5 xl:py-[20px] xl:pr-[20px] rounded-[22px] flex flex-col lg:flex-row lg:items-center\"\n                    >\n\n                        <div class=\"mb-[26px] lg:mb-0 lg:mx-[20px] xl:mx-[45px] px-[14px] lg:px-0\">\n                                                            <img decoding=\"async\"\n                                        src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2024\/12\/product-icon-5-1.svg\"\n                                        alt=\"Decyzja\"\n                                        style=\"min-width: 60px; max-width: 60px;\"\n                                >\n                                                    <\/div>\n\n                        <div class=\"grow px-[14px] lg:px-0\">\n                            <h3 class=\"text-[18px] leading-5 font-bold mb-2\">\n                                Decyzja                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Analizujesz liczby. Je\u015bli warto\u015b\u0107 zostanie udowodniona \u2013 skalujemy projekt. Je\u015bli nie spe\u0142ni oczekiwa\u0144 \u2013 wstrzymujesz prace, oszcz\u0119dzaj\u0105c bud\u017cet przeznaczony na pe\u0142ne wdro\u017cenie.<\/div>\n                        <\/div>\n                    <\/div>\n                            <\/div>\n        <\/div>\n\n        <div\n                class=\"mccloud-icon-boxes-with-image__image rounded-[22px] bg-cover\"\n                style=\"background-image: url(https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/girl-work-space.png); background-position: center;\"\n        ><\/div>\n    <\/div>\n<\/div>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"flex self-center w-full justify-center text-center\">\n      <h2 class=\"title-text-2 font-bold xl:mb-4 mb-3 text-5 leading-6\">Kompletne \u015brodowisko sandbox w chmurze<\/h2>\n  <\/div>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Testowanie nowego oprogramowania zwykle zmusza Twoich in\u017cynier\u00f3w do marnowania tygodni na wdra\u017canie infrastruktury i <br>uzyskiwanie zg\u00f3d formalnych. Omijamy to w\u0105skie gard\u0142o, dostosowuj\u0105c si\u0119 do Twoich mo\u017cliwo\u015bci.<br><\/p>\n\n\n\n<div class=\"container mt-2\">\n    <h2 class=\"title-text-2 2xl:mb-11 lg:mb-8 mb-6 font-bold text-center\"><\/h2>\n\n    <div class=\"grid lg:grid-cols-3 gap-4\">\n                            <div class=\"h-auto\">\n                <div class=\"relative mb-4\">\n                    <picture>\n                        <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/05\/chatgpt-image-21-trav.-2026-r.-17_58_14-1.png\" alt=\"Wybierasz \u015brodowisko\"\n                            class=\"rounded-tl-[100px] rounded-br-[100px] rounded-tr-[12px] rounded-bl-[12px] w-full\" style=\"height: 250px; object-fit: cover;\">\n                    <\/picture>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Wybierasz \u015brodowisko<\/div>\n                    <div class=\"text-3 leading-4\">Prototyp (PoC) powstaje w \u015brodowisku, kt\u00f3re najbardziej Ci odpowiada. Wybierz wdro\u017cenie bezpo\u015brednio w Twojej istniej\u0105cej organizacji Google Cloud lub uruchomienie go na naszej tymczasowej infrastrukturze, dzi\u0119ki czemu Twoi administratorzy mog\u0105 skupi\u0107 si\u0119 na codziennej pracy.<\/div>\n                <\/div>\n            <\/div>\n                                <div class=\"h-auto\">\n                <div class=\"relative mb-4\">\n                    <picture>\n                        <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/flexible-nfrastructure-costs.png\" alt=\"Elastyczne koszty infrastruktury\"\n                            class=\"rounded-tl-[100px] rounded-br-[100px] rounded-tr-[12px] rounded-bl-[12px] w-full\" style=\"height: 250px; object-fit: cover;\">\n                    <\/picture>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Elastyczne koszty infrastruktury<\/div>\n                    <div class=\"text-3 leading-4\">Strategia wdro\u017cenia dopasowuje si\u0119 do Twojego bud\u017cetu. Je\u015bli wybierzesz nasze \u015brodowisko hostingowe, od\u0142o\u017cysz w czasie pocz\u0105tkowe koszty budowy w\u0142asnych fundament\u00f3w Google Cloud do momentu, a\u017c prototyp udowodni sw\u00f3j zwrot z inwestycji (ROI).<\/div>\n                <\/div>\n            <\/div>\n                                <div class=\"h-auto\">\n                <div class=\"relative mb-4\">\n                    <picture>\n                        <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/isolate.png\" alt=\"Precyzyjna izolacja danych\"\n                            class=\"rounded-tl-[100px] rounded-br-[100px] rounded-tr-[12px] rounded-bl-[12px] w-full\" style=\"height: 250px; object-fit: cover;\">\n                    <\/picture>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Precyzyjna izolacja danych<\/div>\n                    <div class=\"text-3 leading-4\">Nie musisz porz\u0105dkowa\u0107 ca\u0142ej bazy danych. Wsp\u00f3lnie identyfikujemy, izolujemy, przygotowujemy i (je\u015bli to konieczne) anonimizujemy tylko te dane, kt\u00f3re s\u0105 niezb\u0119dne do uruchomienia PoC, minimalizuj\u0105c nak\u0142ad pracy i zabezpieczaj\u0105c Twoje informacje.<\/div>\n                <\/div>\n            <\/div>\n                        <\/div>\n<\/div>\n\n\n<div class=\"container\">\n    <div\n            style=\"background-color: #ffffff\"\n            class=\"justify-center  rounded-4 p-3 mt-4 mb-4 md:py-5 md:px-4 text-[20px] md:text-[14px] md:text-[20px] leading-[28px] md:leading-5 text-center md:text-left text-[#F08A01] flex flex-col md:flex-row  md:items-center\"\n    >\n\t\t\t\t\t\t\n\t\t\t          <div class=\"flex-shrink-0 mt-[25px] md:mt-0\">\n              <a href=\"#consultForm\"\n                 class=\"btn w-auto text-center ml-3 btn-lg btn-header-banner px-3 mr-3\"\n                 style=\"color: #ffffff; background-color: #28a745; border-color: #28a745; white-space: nowrap;\"\n\t\t\t\t\t\t\t\t              >\n\t\t\t\t\t\t\t\tZam\u00f3w projekt PoC              <\/a>\n          <\/div>\n\t\t\t    <\/div>\n<\/div>\n\n\n<section class=\"mccloud-ai-engineering\" id=\"mccloud-ai-engineering-1\" style=\"--ai-section-bg: #ffffff; --ai-bg-soft: #f3f5f2; --ai-visual-card-bg: #ffffff; --ai-visual-bg: #f3f5f2;\">\n\t\t\t<div class=\"mccloud-ai-engineering__head\">\n\t\t\t\t\t\t\t<h2>Jak weryfikujemy krytyczn\u0105 architektur\u0119 IT<\/h2>\n\t\t\t\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__text\"><p>To \u015brodowisko typu sandbox radzi sobie z najtrudniejszymi wyzwaniami in\u017cynieryjnymi. Opieramy si\u0119 na aktywnych testach obci\u0105\u017ceniowych, a nie na teoretycznych prognozach. Oto jak wygl\u0105da to w praktyce:<\/p>\n<\/div>\n\t\t\t\t\t<\/div>\n\t\n\t\t\t<div class=\"mccloud-ai-engineering__grid\">\n\t\t\t<div class=\"mccloud-ai-engineering__acc\">\n\t\t\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__item is-open\" data-target=\"wdrozenie-niestandardowego-genai-0\">\n\t\t\t\t\t\t<button class=\"mccloud-ai-engineering__button\" type=\"button\" aria-expanded=\"true\">\n\t\t\t\t\t\t\tWdro\u017cenie niestandardowego GenAI\t\t\t\t\t\t\t<svg class=\"mccloud-ai-engineering__chev\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"6 9 12 15 18 9\"><\/polyline><\/svg>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__body\">\n\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__description\"><p>Regionalny dystrybutor potrzebuje bota AI do automatyzacji zapyta\u0144 o stany magazynowe, ale w\u0142a\u015bciciel obawia si\u0119, \u017ce AI b\u0119dzie halucynowa\u0107 (podawa\u0107 b\u0142\u0119dne poziomy zapas\u00f3w) lub ujawni ceny dostawc\u00f3w.<\/p>\n<ul>\n<li><strong>Test w sandboxie:<\/strong> Wprowadzamy zanonimizowane dane magazynowe do bezpiecznej platformy Gemini Enterprise Agent Platform. Mierzymy dok\u0142adno\u015b\u0107 i logik\u0119 dzia\u0142ania agenta przy du\u017cym obci\u0105\u017ceniu zapytaniami.<\/li>\n<li><strong>Dow\u00f3d ROI:<\/strong> Test dowodzi, \u017ce agent bezpiecznie obs\u0142uguje 40% rutynowych zapyta\u0144, a reszt\u0119 wyra\u017anie przekazuje pracownikom. Dyrektor finansowy (CFO) wylicza dok\u0142adne oszcz\u0119dno\u015bci wynikaj\u0105ce z od\u0142o\u017cenia w czasie zatrudnienia nowych pracownik\u00f3w wsparcia, co w pe\u0142ni uzasadnia realizacj\u0119 ca\u0142ego projektu.<\/li>\n<\/ul>\n<\/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<\/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\t<div class=\"mccloud-ai-engineering__item\" data-target=\"wykrywanie-anomalii-w-iot-1\">\n\t\t\t\t\t\t<button class=\"mccloud-ai-engineering__button\" type=\"button\" aria-expanded=\"false\">\n\t\t\t\t\t\t\tWykrywanie anomalii w IoT\t\t\t\t\t\t\t<svg class=\"mccloud-ai-engineering__chev\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"6 9 12 15 18 9\"><\/polyline><\/svg>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__body\">\n\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__description\"><p>Zak\u0142ad produkcyjny musi identyfikowa\u0107 awarie sprz\u0119tu na podstawie istniej\u0105cych danych z czujnik\u00f3w. Aby uzasadni\u0107 budow\u0119 modelu uczenia maszynowego (ML), firma musi najpierw udowodni\u0107, \u017ce algorytm potrafi przetwarza\u0107 strumie\u0144 danych wystarczaj\u0105co szybko, by by\u0142 u\u017cyteczny na hali produkcyjnej.<\/p>\n<ul>\n<li><strong>Test w sandboxie:<\/strong> Przesy\u0142amy pr\u00f3bk\u0119 historycznych danych z czujnik\u00f3w do BigQuery ML. Nast\u0119pnie budujemy wst\u0119pny model, aby przetestowa\u0107 dwa wymagania techniczne: pr\u0119dko\u015b\u0107 przetwarzania i dok\u0142adno\u015b\u0107 wykrywania.<\/li>\n<li><strong>Dow\u00f3d techniczny:<\/strong> Prototyp z powodzeniem przetwarza strumie\u0144 danych, identyfikuj\u0105c anomalie sprz\u0119towe w czasie poni\u017cej 30 sekund z dok\u0142adno\u015bci\u0105 na poziomie 95%. Zesp\u00f3\u0142 in\u017cynier\u00f3w zyskuje twarde dane empiryczne, kt\u00f3re potwierdzaj\u0105 wykonalno\u015b\u0107 projektu przed zatwierdzeniem bud\u017cetu na pe\u0142n\u0105 integracj\u0119<\/li>\n<\/ul>\n<\/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<\/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\t<div class=\"mccloud-ai-engineering__item\" data-target=\"modernizacja-systemow-typu-legacy-2\">\n\t\t\t\t\t\t<button class=\"mccloud-ai-engineering__button\" type=\"button\" aria-expanded=\"false\">\n\t\t\t\t\t\t\tModernizacja system\u00f3w typu Legacy\t\t\t\t\t\t\t<svg class=\"mccloud-ai-engineering__chev\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"6 9 12 15 18 9\"><\/polyline><\/svg>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__body\">\n\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__description\"><p>\u015aredniej wielko\u015bci dostawca us\u0142ug medycznych korzysta z monolitycznej aplikacji rozliczeniowej na fizycznych serwerach. CTO wie, \u017ce musz\u0105 przenie\u015b\u0107 si\u0119 do chmury, ale migracja wi\u0105\u017ce si\u0119 z ryzykiem zawieszenia systemu i op\u00f3\u017anie\u0144 w fakturowaniu klient\u00f3w.<\/p>\n<ul>\n<li><strong>Test w sandboxie:<\/strong> Zamiast pe\u0142nej migracji wyodr\u0119bniamy najbardziej obci\u0105\u017cony modu\u0142 rozliczeniowy, konteneryzujemy go w Google Kubernetes Engine (GKE) i uruchamiamy symulowany ruch testowy.<\/li>\n<li><strong>Dow\u00f3d ROI:<\/strong> Modu\u0142 przetwarza dane o 35% szybciej bez \u017cadnych awarii. CTO udowadnia wykonalno\u015b\u0107 techniczn\u0105, a w\u0142a\u015bciciel biznesowy potwierdza prognozowany 22-procentowy spadek miesi\u0119cznych koszt\u00f3w utrzymania przed wydaniem zgody na pe\u0142n\u0105 migracj\u0119.<\/li>\n<\/ul>\n<\/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<\/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\t<div class=\"mccloud-ai-engineering__item\" data-target=\"skalowanie-infrastruktury-chmurowej-3\">\n\t\t\t\t\t\t<button class=\"mccloud-ai-engineering__button\" type=\"button\" aria-expanded=\"false\">\n\t\t\t\t\t\t\tSkalowanie infrastruktury chmurowej\t\t\t\t\t\t\t<svg class=\"mccloud-ai-engineering__chev\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"6 9 12 15 18 9\"><\/polyline><\/svg>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__body\">\n\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__description\"><p>Strona internetowa marki handlowej zawiesi\u0142a si\u0119 podczas \u015bwi\u0105tecznej wyprzeda\u017cy. Firma potrzebuje automatycznie skaluj\u0105cych si\u0119 serwer\u00f3w chmurowych, ale w\u0142a\u015bciciel obawia si\u0119, \u017ce nag\u0142y skok koszt\u00f3w zale\u017cnych od zu\u017cycia zasob\u00f3w prze\u0142o\u017cy si\u0119 na gigantyczny rachunek.<\/p>\n<ul>\n<li><strong>Test w sandboxie:<\/strong> Wdra\u017camy replik\u0119 sklepu internetowego w naszym odizolowanym \u015brodowisku i symulujemy skok ruchu o 300% wi\u0119kszy ni\u017c podczas ostatniej awarii.<\/li>\n<li><strong>Dow\u00f3d ROI:<\/strong> Architektura radzi sobie z obci\u0105\u017ceniem bez \u017cadnych przestoj\u00f3w. Na podstawie metryk monitoringu i rzeczywistych wydatk\u00f3w udowadniamy, \u017ce Google Cloud natychmiast zmniejsza skal\u0119 zasob\u00f3w, gdy ruch spada, co gwarantuje pe\u0142n\u0105 kontrol\u0119 nad kosztami.<\/li>\n<\/ul>\n<\/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<\/div>\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\n\t\t\t<div class=\"mccloud-ai-engineering__panel\">\n\t\t\t\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__pane is-active\" id=\"mccloud-ai-engineering-1-pane-wdrozenie-niestandardowego-genai-0\">\n\t\t\t\t\t\t<div class=\"mccloud-ai-engineering__visual\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"580\" height=\"326\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-1024x576.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-1024x576.png 1024w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-418x235.png 418w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-420x235.png 420w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-768x432.png 768w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-840x470.png 840w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-268x150.png 268w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-536x300.png 536w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment-1200x675.png 1200w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/1-custom-genai-deployment.png 1440w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/>\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\t\t\t\t\t<div class=\"mccloud-ai-engineering__pane\" 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decoding=\"async\" width=\"580\" height=\"326\" src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling-1024x576.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling-1024x576.png 1024w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling-418x235.png 418w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling-420x235.png 420w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling-768x432.png 768w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling-840x470.png 840w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling-268x150.png 268w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling-536x300.png 536w, https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/06\/4-cloud-infrastructure-scaling.png 1200w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/>\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\t\t\t<\/div>\n\t\t<\/div>\n\t<\/section>\n\n\t<script>\n\t\t(function () {\n\t\t\tvar root = document.getElementById('mccloud-ai-engineering-1');\n\t\t\tif (!root) return;\n\n\t\t\tvar items = root.querySelectorAll('.mccloud-ai-engineering__item');\n\t\t\tvar panes = root.querySelectorAll('.mccloud-ai-engineering__pane');\n\n\t\t\titems.forEach(function (item) {\n\t\t\t\tvar head = item.querySelector('.mccloud-ai-engineering__button');\n\t\t\t\thead.addEventListener('click', function () {\n\t\t\t\t\tvar target = item.getAttribute('data-target');\n\t\t\t\t\tvar wasOpen = item.classList.contains('is-open');\n\n\t\t\t\t\titems.forEach(function (current) {\n\t\t\t\t\t\tcurrent.classList.remove('is-open');\n\t\t\t\t\t\tcurrent.querySelector('.mccloud-ai-engineering__button').setAttribute('aria-expanded', 'false');\n\t\t\t\t\t});\n\n\t\t\t\t\tif (!wasOpen) {\n\t\t\t\t\t\titem.classList.add('is-open');\n\t\t\t\t\t\thead.setAttribute('aria-expanded', 'true');\n\t\t\t\t\t\tpanes.forEach(function (pane) {\n\t\t\t\t\t\t\tvar isActive = pane.id === 'mccloud-ai-engineering-1-pane-' + target;\n\t\t\t\t\t\t\tpane.classList.toggle('is-active', isActive);\n\t\t\t\t\t\t\tpane.hidden = !isActive;\n\t\t\t\t\t\t});\n\t\t\t\t\t}\n\t\t\t\t});\n\t\t\t});\n\t\t}());\n\t<\/script>\n\n\n<div class=\"flex self-center w-full justify-center text-center\">\n      <h2 class=\"title-text-2 font-bold xl:mb-4 mb-3 text-5 leading-6\">Co zyskujesz: Podstawa do podj\u0119cia decyzji projektowej<\/h2>\n  <\/div>\n\n\n\n<p class=\"has-text-align-center wp-block-paragraph\">Po zako\u0144czeniu test\u00f3w otrzymasz funkcjonalny prototyp, metryki zu\u017cycia, ocen\u0119 kryteri\u00f3w sukcesu <br>oraz dokumentacj\u0119 niezb\u0119dn\u0105 do pewnego zaplanowania kolejnych krok\u00f3w.<\/p>\n\n\n\n<div class=\"container mccloud-custom-icon-boxes\" id=\"cib-6ab3169f66b67\"\n     style=\"--cib-next-spacing: 64px; --cib-next-spacing-tablet: 51px; --cib-next-spacing-mobile: 32px; --cib-overlap: 160px; --cib-overlap-tablet: 120px; --cib-overlap-mobile: 80px;\">\n    <div class=\"mccloud-custom-icon-boxes__surface rounded-4 2xl:pt-11 flex flex-col gap-6 items-center p-4\"\n         style=\"background-color: \">\n\t\t\t\n\t\t\t\n\t\t\t\n        <div class=\"arrows-container md:my- my-2 flex flex-row justify-end rounded-2 w-full gap-2 lg:hidden max-w-[830px]\">\n            <div class='adv-arrow-prev arrow-button-container bg-white py-2 px-3 rounded-2 cursor-pointer'>\n                <img src='https:\/\/mccloud.global\/pl\/wp-content\/themes\/mccloud-new\/assets\/image\/chevron-left.svg' alt='prev'>\n            <\/div>\n            <div class='adv-arrow-next arrow-button-container bg-white py-2 px-3 rounded-2 cursor-pointer'>\n                <img src='https:\/\/mccloud.global\/pl\/wp-content\/themes\/mccloud-new\/assets\/image\/chevron-right.svg' alt='next'>\n            <\/div>\n        <\/div>\n\n        <div class=\"w-full \">\n            <div\n                    class=\"advantages-slider lg:grid lg:grid-cols-4 lg:gap-4 w-full\"\n                    data-mc-slider=\"mobile-single\"\n                    data-mc-slider-mobile-only=\"true\"\n                    data-mc-slider-prev=\"#cib-6ab3169f66b67 .adv-arrow-prev\"\n                    data-mc-slider-next=\"#cib-6ab3169f66b67 .adv-arrow-next\"\n            >\n\t\t\t\t\t\t\t\n\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-3 my-2 md:my-0 md:p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group \"\n                style=\"margin: 5px; background-color: #ffffff\">\n\n                                    \t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/05\/icon-desk-safe.svg' alt='icon' class='svg-icon-60'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n                                <p class=\"  advantages-slider--heading text-[18px] leading-5 font-bold mb-3 mt-6 text-black group-hover:text-success transition-colors\">\n\t\t\t\t\t\t\t\t\tFunkcjonalny prototyp                <\/p>\n                \n                <div class=\"  text-gray leading-4\">\n\t\t\t\t\t\t\t\t\t<p>Dzia\u0142aj\u0105cy kod zbudowany w bezpiecznym \u015brodowisku. Masz mo\u017cliwo\u015b\u0107 wej\u015bcia w interakcj\u0119 z minimaln\u0105 wersj\u0105 wdro\u017cenia, aby zweryfikowa\u0107 jego wydajno\u015b\u0107 w oparciu o Twoje specyficzne dane.<\/p>\n                <\/div>\n\t\t\t                \n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-3 my-2 md:my-0 md:p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group \"\n                style=\"margin: 5px; background-color: #ffffff\">\n\n                                    \t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/checkout-img.png' alt='icon' class='svg-icon-60'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n                                <p class=\"  advantages-slider--heading text-[18px] leading-5 font-bold mb-3 mt-6 text-black group-hover:text-success transition-colors\">\n\t\t\t\t\t\t\t\t\tEkstrapolacja TCO (FinOps)                <\/p>\n                \n                <div class=\"  text-gray leading-4\">\n\t\t\t\t\t\t\t\t\t<p>Rygorystyczny model matematyczny obliczaj\u0105cy ca\u0142kowity koszt posiadania (TCO). Na podstawie metryk zu\u017cycia z fazy testowej otrzymujesz prognozy przysz\u0142ych miesi\u0119cznych rachunk\u00f3w za Google Cloud.<\/p>\n                <\/div>\n\t\t\t                \n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-3 my-2 md:my-0 md:p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group \"\n                style=\"margin: 5px; background-color: #ffffff\">\n\n                                    \t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2024\/12\/product-icon-2-1.svg' alt='icon' class='svg-icon-60'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n                                <p class=\"  advantages-slider--heading text-[18px] leading-5 font-bold mb-3 mt-6 text-black group-hover:text-success transition-colors\">\n\t\t\t\t\t\t\t\t\tWalidacja kryteri\u00f3w sukcesu                <\/p>\n                \n                <div class=\"  text-gray leading-4\">\n\t\t\t\t\t\t\t\t\t<p>Obiektywna ocena szczeg\u00f3\u0142owo opisuj\u0105ca rzeczywiste wyniki w odniesieniu do wyznaczonych kryteri\u00f3w sukcesu oraz potwierdzenie, czy koncepcja osi\u0105gn\u0119\u0142a po\u017c\u0105dane biznesowe wska\u017aniki KPI.<\/p>\n                <\/div>\n\t\t\t                \n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-3 my-2 md:my-0 md:p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group \"\n                style=\"margin: 5px; background-color: #ffffff\">\n\n                                    \t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/05\/puzzle-icon.svg' alt='icon' class='svg-icon-60'>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\n                                <p class=\"  advantages-slider--heading text-[18px] leading-5 font-bold mb-3 mt-6 text-black group-hover:text-success transition-colors\">\n\t\t\t\t\t\t\t\t\tRaport wykonalno\u015bci technicznej                <\/p>\n                \n                <div class=\"  text-gray leading-4\">\n\t\t\t\t\t\t\t\t\t<p>Diagnoza wydajno\u015bci prototypu. Przegl\u0105d konkretnych narz\u0119dzi Google Cloud u\u017cytych w projekcie oraz mapa wszelkich ogranicze\u0144 danych lub w\u0105skich garde\u0142 integracyjnych wykrytych podczas testu.<\/p>\n                <\/div>\n\t\t\t                \n            <\/div>\n\t\t\t\t\t\n        <\/div>\n    <\/div>\n\n<\/div>\n<\/div>\n\n\n\t\n\n\n<div class=\"container\">\n    <div\n            style=\"background-color: #ffffff\"\n            class=\"justify-center  rounded-4 p-3 mt-4 mb-4 md:py-5 md:px-4 text-[20px] md:text-[14px] md:text-[20px] leading-[28px] md:leading-5 text-center md:text-left text-[#F08A01] flex flex-col md:flex-row  md:items-center\"\n    >\n\t\t\t\t\t\t\n\t\t\t          <div class=\"flex-shrink-0 mt-[25px] md:mt-0\">\n              <a href=\"#consultForm\"\n                 class=\"btn w-auto text-center ml-3 btn-lg btn-header-banner px-3 mr-3\"\n                 style=\"color: #ffffff; background-color: #28a745; border-color: #28a745; white-space: nowrap;\"\n\t\t\t\t\t\t\t\t              >\n\t\t\t\t\t\t\t\tZam\u00f3w projekt Proof of Concept              <\/a>\n          <\/div>\n\t\t\t    <\/div>\n<\/div>\n\n\n<div style=\"height:80px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"flex self-center w-full justify-center text-center\">\n      <h2 class=\"title-text-2 font-bold xl:mb-4 mb-3 text-5 leading-6\">FAQ: Najcz\u0119stsze pytania klient\u00f3w o testy w \u015brodowisku sandbox<\/h2>\n  <\/div>\n\n\n\n<div class=\"container mx-auto py-4\">\n    <div id=\"accordion-open\" data-accordion=\"collapse\">\n                                    <div class=\"border border-customlightGray rounded-4 mb-5\">\n                    <h3 id=\"accordion-open-heading-1\">\n                        <button type=\"button\"\n                                class=\"flex items-center justify-between w-full p-4 md:p-2 gap-3 md:text-4 text-4 md:leading-6 leading-5 text-left\"\n                                data-accordion-target=\"#accordion-open-body-1\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"accordion-open-body-1\">\n                            <span class=\"flex items-center font-semibold\">Ile b\u0119dzie kosztowa\u0142o miesi\u0119czne utrzymanie gotowego produktu?<\/span>\n                            <svg data-accordion-icon class=\"min-w-[44px] min-h-[44px] rotate-180\" width=\"44\" height=\"44\"\n                                 viewBox=\"0 0 44 44\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                <rect width=\"44\" height=\"44\" rx=\"22\" transform=\"matrix(1 0 0 -1 0 44)\" fill=\"#F3F5F2\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"#170C37\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"black\" fill-opacity=\"0.2\" \/>\n                            <\/svg>\n                        <\/button>\n                    <\/h3>\n                    <div id=\"accordion-open-body-1\" class=\"hidden\" aria-labelledby=\"accordion-open-heading-1\">\n                        <div class=\"pb-6 px-3 md:px-8\">\n                            <div class=\"accordion-body text-3 leading-4\">\n                                <p>Zmienne ceny us\u0142ug chmurowych oraz zu\u017cycie token\u00f3w AI sprawiaj\u0105, \u017ce og\u00f3lne szacunki bywaj\u0105 ryzykowne. Monitoruj\u0105c realne zu\u017cycie zasob\u00f3w podczas testu, ekstrapolujemy te dane, aby dostarczy\u0107 Ci precyzyjny model ca\u0142kowitego kosztu posiadania (TCO). Poznasz dok\u0142adn\u0105 kwot\u0119 przysz\u0142ych rachunk\u00f3w za Google Cloud, zanim wydasz zgod\u0119 na pe\u0142ne wdro\u017cenie.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                            <div class=\"border border-customlightGray rounded-4 mb-5\">\n                    <h3 id=\"accordion-open-heading-2\">\n                        <button type=\"button\"\n                                class=\"flex items-center justify-between w-full p-4 md:p-2 gap-3 md:text-4 text-4 md:leading-6 leading-5 text-left\"\n                                data-accordion-target=\"#accordion-open-body-2\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"accordion-open-body-2\">\n                            <span class=\"flex items-center font-semibold\">Co si\u0119 stanie, je\u015bli prototyp nie osi\u0105gnie za\u0142o\u017conych kryteri\u00f3w sukcesu?<\/span>\n                            <svg data-accordion-icon class=\"min-w-[44px] min-h-[44px] rotate-180\" width=\"44\" height=\"44\"\n                                 viewBox=\"0 0 44 44\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                <rect width=\"44\" height=\"44\" rx=\"22\" transform=\"matrix(1 0 0 -1 0 44)\" fill=\"#F3F5F2\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"#170C37\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"black\" fill-opacity=\"0.2\" \/>\n                            <\/svg>\n                        <\/button>\n                    <\/h3>\n                    <div id=\"accordion-open-body-2\" class=\"hidden\" aria-labelledby=\"accordion-open-heading-2\">\n                        <div class=\"pb-6 px-3 md:px-8\">\n                            <div class=\"accordion-body text-3 leading-4\">\n                                <p>Projekt zostaje zamkni\u0119ty. Je\u015bli faza PoC wyka\u017ce, \u017ce technologia nie radzi sobie z Twoimi danymi lub je\u015bli op\u0142acalno\u015b\u0107 jednostkowa (unit economics) nie przyniesie zysku, przerywamy prace. Dzi\u0119ki temu oszcz\u0119dzasz ogromny bud\u017cet, kt\u00f3ry zosta\u0142by zmarnowany na niesprawdzony system.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                            <div class=\"border border-customlightGray rounded-4 mb-5\">\n                    <h3 id=\"accordion-open-heading-3\">\n                        <button type=\"button\"\n                                class=\"flex items-center justify-between w-full p-4 md:p-2 gap-3 md:text-4 text-4 md:leading-6 leading-5 text-left\"\n                                data-accordion-target=\"#accordion-open-body-3\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"accordion-open-body-3\">\n                            <span class=\"flex items-center font-semibold\">Czy nasi in\u017cynierowie musz\u0105 skonfigurowa\u0107 serwery testowe?<\/span>\n                            <svg data-accordion-icon class=\"min-w-[44px] min-h-[44px] rotate-180\" width=\"44\" height=\"44\"\n                                 viewBox=\"0 0 44 44\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                <rect width=\"44\" height=\"44\" rx=\"22\" transform=\"matrix(1 0 0 -1 0 44)\" fill=\"#F3F5F2\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"#170C37\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"black\" fill-opacity=\"0.2\" \/>\n                            <\/svg>\n                        <\/button>\n                    <\/h3>\n                    <div id=\"accordion-open-body-3\" class=\"hidden\" aria-labelledby=\"accordion-open-heading-3\">\n                        <div class=\"pb-6 px-3 md:px-8\">\n                            <div class=\"accordion-body text-3 leading-4\">\n                                <p>Nie. Budujemy i utrzymujemy prototyp wewn\u0105trz naszego w\u0142asnego, bezpiecznego i tymczasowego sandboxu Google Cloud. W fazie testowej nie musisz konfigurowa\u0107 serwer\u00f3w, zarz\u0105dza\u0107 uprawnieniami dost\u0119pu ani p\u0142aci\u0107 za wdro\u017cenie infrastruktury.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                            <div class=\"border border-customlightGray rounded-4 mb-5\">\n                    <h3 id=\"accordion-open-heading-4\">\n                        <button type=\"button\"\n                                class=\"flex items-center justify-between w-full p-4 md:p-2 gap-3 md:text-4 text-4 md:leading-6 leading-5 text-left\"\n                                data-accordion-target=\"#accordion-open-body-4\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"accordion-open-body-4\">\n                            <span class=\"flex items-center font-semibold\">Czy nasze dane firmowe s\u0105 bezpieczne podczas test\u00f3w?<\/span>\n                            <svg data-accordion-icon class=\"min-w-[44px] min-h-[44px] rotate-180\" width=\"44\" height=\"44\"\n                                 viewBox=\"0 0 44 44\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                <rect width=\"44\" height=\"44\" rx=\"22\" transform=\"matrix(1 0 0 -1 0 44)\" fill=\"#F3F5F2\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"#170C37\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"black\" fill-opacity=\"0.2\" \/>\n                            <\/svg>\n                        <\/button>\n                    <\/h3>\n                    <div id=\"accordion-open-body-4\" class=\"hidden\" aria-labelledby=\"accordion-open-heading-4\">\n                        <div class=\"pb-6 px-3 md:px-8\">\n                            <div class=\"accordion-body text-3 leading-4\">\n                                <p>Tak. Bez wzgl\u0119du na to, czy budujemy prototyp wewn\u0105trz Twojej organizacji Google Cloud, czy na naszej infrastrukturze, Twoje dane pozostaj\u0105 w pe\u0142ni odizolowane. Wykorzystujemy jedynie minimalny, zamkni\u0119ty wycinek Twoich danych, a Twoje poufne informacje nigdy nie b\u0119d\u0105 u\u017cyte do trenowania modeli LLM od Google czy firm trzecich.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                            <div class=\"border border-customlightGray rounded-4 mb-5\">\n                    <h3 id=\"accordion-open-heading-5\">\n                        <button type=\"button\"\n                                class=\"flex items-center justify-between w-full p-4 md:p-2 gap-3 md:text-4 text-4 md:leading-6 leading-5 text-left\"\n                                data-accordion-target=\"#accordion-open-body-5\"\n                                aria-expanded=\"false\"\n                                aria-controls=\"accordion-open-body-5\">\n                            <span class=\"flex items-center font-semibold\">Ile kosztuje faza walidacji i jak d\u0142ugo trwa?<\/span>\n                            <svg data-accordion-icon class=\"min-w-[44px] min-h-[44px] rotate-180\" width=\"44\" height=\"44\"\n                                 viewBox=\"0 0 44 44\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                <rect width=\"44\" height=\"44\" rx=\"22\" transform=\"matrix(1 0 0 -1 0 44)\" fill=\"#F3F5F2\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"#170C37\" \/>\n                                <path fill-rule=\"evenodd\" clip-rule=\"evenodd\"\n                                      d=\"M21.2921 17.7569L14.2211 24.828C13.8305 25.2186 13.8305 25.8517 14.2211 26.2423C14.6116 26.6328 15.2447 26.6328 15.6353 26.2423L21.9992 19.8783L28.3632 26.2423C28.7537 26.6328 29.3869 26.6328 29.7774 26.2423C30.1679 25.8517 30.1679 25.2186 29.7774 24.828L22.7063 17.7569C22.3158 17.3664 21.6827 17.3664 21.2921 17.7569Z\"\n                                      fill=\"black\" fill-opacity=\"0.2\" \/>\n                            <\/svg>\n                        <\/button>\n                    <\/h3>\n                    <div id=\"accordion-open-body-5\" class=\"hidden\" aria-labelledby=\"accordion-open-heading-5\">\n                        <div class=\"pb-6 px-3 md:px-8\">\n                            <div class=\"accordion-body text-3 leading-4\">\n                                <p>Dzia\u0142amy w oparciu o model sta\u0142ego zakresu i sta\u0142ego bud\u017cetu (fixed-scope, fixed-budget), aby zapobiec niekontrolowanemu rozrastaniu si\u0119 projektu. W zale\u017cno\u015bci od stopnia skomplikowania, realizacja projekt\u00f3w PoC zaczyna si\u0119 od 2000 \u20ac i zazwyczaj zamyka si\u0119 w czasie od 4 do 8 tygodni.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                        <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Tworzenie niestandardowych rozwi\u0105za\u0144 GenAI, przenoszenie przestarza\u0142ych aplikacji do nowoczesnych architektur chmurowych czy migracja infrastruktury zmuszaj\u0105 do zmierzenia si\u0119 z trzema powa\u017cnymi barierami: Aby zagwarantowa\u0107 precyzyjne rezultaty, przeprowadzamy testy o okre\u015blonych ramach czasowych i sta\u0142ym zakresie, co chroni Tw\u00f3j projekt przed przekroczeniem bud\u017cetu i niekontrolowanym rozrastaniem si\u0119 wymaga\u0144. Testowanie nowego oprogramowania zwykle zmusza Twoich in\u017cynier\u00f3w do [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/product.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-4760","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Proof of Concept (POC\/POV)<\/title>\n<meta name=\"description\" content=\"Jak walidujemy innowacje chmurowe i AI przed rozpocz\u0119ciem wdro\u017cenia.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mccloud.global\/pl\/poc-pov\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Proof of Concept (POC\/POV)\" \/>\n<meta property=\"og:description\" content=\"Jak walidujemy innowacje chmurowe i AI przed rozpocz\u0119ciem wdro\u017cenia.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mccloud.global\/pl\/poc-pov\/\" \/>\n<meta property=\"og:site_name\" content=\"mcCloud\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-02T14:08:35+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Proof of Concept (POC\/POV)","description":"Jak walidujemy innowacje chmurowe i AI przed rozpocz\u0119ciem wdro\u017cenia.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mccloud.global\/pl\/poc-pov\/","og_locale":"pl_PL","og_type":"article","og_title":"Proof of Concept (POC\/POV)","og_description":"Jak walidujemy innowacje chmurowe i AI przed rozpocz\u0119ciem wdro\u017cenia.","og_url":"https:\/\/mccloud.global\/pl\/poc-pov\/","og_site_name":"mcCloud","article_modified_time":"2026-09-02T14:08:35+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mccloud.global\/pl\/poc-pov\/","url":"https:\/\/mccloud.global\/pl\/poc-pov\/","name":"Proof of Concept (POC\/POV)","isPartOf":{"@id":"https:\/\/mccloud.global\/pl\/#website"},"datePublished":"2026-06-18T15:24:50+00:00","dateModified":"2026-09-02T14:08:35+00:00","description":"Jak walidujemy innowacje chmurowe i AI przed rozpocz\u0119ciem wdro\u017cenia.","inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mccloud.global\/pl\/poc-pov\/"]}]},{"@type":"WebSite","@id":"https:\/\/mccloud.global\/pl\/#website","url":"https:\/\/mccloud.global\/pl\/","name":"mcCloud","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mccloud.global\/pl\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pl-PL"}]}},"_links":{"self":[{"href":"https:\/\/mccloud.global\/pl\/wp-json\/wp\/v2\/pages\/4760","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mccloud.global\/pl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mccloud.global\/pl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mccloud.global\/pl\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/mccloud.global\/pl\/wp-json\/wp\/v2\/comments?post=4760"}],"version-history":[{"count":9,"href":"https:\/\/mccloud.global\/pl\/wp-json\/wp\/v2\/pages\/4760\/revisions"}],"predecessor-version":[{"id":5035,"href":"https:\/\/mccloud.global\/pl\/wp-json\/wp\/v2\/pages\/4760\/revisions\/5035"}],"wp:attachment":[{"href":"https:\/\/mccloud.global\/pl\/wp-json\/wp\/v2\/media?parent=4760"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}