{"id":4460,"date":"2026-04-17T17:57:53","date_gmt":"2026-04-17T14:57:53","guid":{"rendered":"https:\/\/mccloud.global\/pl\/?page_id=4460"},"modified":"2026-04-17T18:38:35","modified_gmt":"2026-04-17T15:38:35","slug":"vertex","status":"publish","type":"page","link":"https:\/\/mccloud.global\/pl\/vertex\/","title":{"rendered":"Vertex AI"},"content":{"rendered":"\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\/04\/vertex-ai.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\">Google Vertex AI co to jest?<\/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>Vertex AI to ujednolicony ekosystem, kt\u00f3ry zaciera granice mi\u0119dzy poszczeg\u00f3lnymi etapami uczenia maszynowego \u2014 prowadz\u0105c model od przygotowania danych w notatnikach, przez automatyczne trenowanie na pot\u0119\u017cnych jednostkach GPU\/TPU, a\u017c po natychmiastowe wdro\u017cenie w chmurze. Zamiast zbioru rozproszonych us\u0142ug otrzymujesz ci\u0105g\u0142y cykl rozwojowy, w kt\u00f3rym tworzenie, trenowanie (poprzez AutoML lub niestandardowe skrypty) i wdra\u017canie s\u0105 zintegrowane w jeden, skalowalny proces.<\/p>\n<p><strong>Jednolite \u015brodowisko do rozwoju AI<\/strong><\/p>\n<p>Google Cloud Vertex AI oferuje do\u015bwiadczenie typu \u201esingle pane of glass\u201d, konsoliduj\u0105c zarz\u0105dzanie zbiorami danych, eksperymentami i punktami ko\u0144cowymi (endpoints) w ramach sp\u00f3jnej infrastruktury Google Cloud. Dzi\u0119ki automatyzacji proces\u00f3w MLOps oraz wykorzystaniu gotowych narz\u0119dzi, takich jak Vertex AI Studio i Model Garden, platforma eliminuje techniczn\u0105 z\u0142o\u017cono\u015b\u0107 konfiguracji serwer\u00f3w i rutynowych zada\u0144. Pozwala to Twojemu zespo\u0142owi w pe\u0142ni skupi\u0107 si\u0119 na architekturze rozwi\u0105za\u0144, znacz\u0105co skracaj\u0105c drog\u0119 od pierwszej hipotezy do dzia\u0142aj\u0105cej us\u0142ugi produkcyjnej.<\/p>\n                    <div class=\"md:flex items-center\">\n                        \n                                            <\/div>\n                <\/div>\n            \n        <\/div>\n    <\/div>\n<\/div>\n\n\n\n<div class=\"container\">\n    <div\n            style=\"background-color: #FCEDD8\"\n            class=\"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 justify-between md:items-center\"\n    >\n\t\t\t          <div>\n\t\t\t\t\t\t<p><strong>Z Vertex AI nie tylko tworzysz modele \u2014 budujesz niezawodny proces AI bez zb\u0119dnego chaosu.<\/strong><\/p>\n          <\/div>\n\t\t\t\t\t\t\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\">Kluczowe narz\u0119dzia i mo\u017cliwo\u015bci ekosystemu Vertex AI<\/h2>\n  <\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"container\">\n\n\n    <div class=\"flex mb-5 2xl:mb-11\">\n        <div class=\"w-full lg:w-6\/12 xl:w-7\/12 lg:pr-[18px]\">\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\">\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\">\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 class=\"default-slider slick-force-height lg:grid lg:grid-cols-1 lg:gap-[13px] w-full\">\n                                    <div\n                            class=\"lg:cursor-pointer 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-document.png\"\n                                        alt=\"AutoML\"\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                                AutoML                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Tw\u00f3rz modele o wysokiej dok\u0142adno\u015bci nawet bez g\u0142\u0119bokiej wiedzy z zakresu Machine Learning. Dzi\u0119ki funkcji AutoML \u015brodowisko automatycznie dobiera optymaln\u0105 architektur\u0119 i parametry dla Twoich danych (obrazy, tekst, tabele), dostarczaj\u0105c wyniki na eksperckim poziomie w kr\u00f3tkim czasie.<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\"lg:cursor-pointer 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\/2025\/11\/home-ico-8.svg\"\n                                        alt=\"Custom Training\"\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                                Custom Training                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">W przypadku z\u0142o\u017conych zada\u0144 Vertex AI zapewnia pe\u0142n\u0105 kontrol\u0119 nad procesem projektowania. Wykorzystuj dowolne frameworki ML (TensorFlow, PyTorch, Scikit-learn) i dostosowuj swoje \u015brodowisko treningowe, skaluj\u0105c obliczenia na pot\u0119\u017cnych jednostkach GPU i TPU.<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\"lg:cursor-pointer 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\/gemini-icon-1.png\"\n                                        alt=\"Vertex AI Model Garden\"\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                                Vertex AI Model Garden                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Zyskaj b\u0142yskawiczny dost\u0119p do przysz\u0142o\u015bci sztucznej inteligencji. Model Garden to scentralizowane rozwi\u0105zanie oferuj\u0105ce szeroki wyb\u00f3r modeli fundacyjnych, w tym rodzin\u0119 Gemini, PaLM oraz rozwi\u0105zania open-source. To idealne narz\u0119dzie do szybkiego startu i wdra\u017cania Generative AI w Twoich produktach.<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\"lg:cursor-pointer 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\/10\/product-icon-2.svg\"\n                                        alt=\"MLOps i zarz\u0105dzanie modelami\"\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                                MLOps i zarz\u0105dzanie modelami                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Zmie\u0144 rozw\u00f3j AI w stabilny proces przemys\u0142owy. GCP Vertex AI zarz\u0105dza pe\u0142nym cyklem \u017cycia projekt\u00f3w: od \u015bledzenia eksperyment\u00f3w i wersjonowania modeli, po automatyczne skalowanie i ci\u0105g\u0142e monitorowanie wydajno\u015bci w czasie rzeczywistym.<\/div>\n                        <\/div>\n                    <\/div>\n                            <\/div>\n        <\/div>\n\n        <div\n                class=\"hidden lg:block w-6\/12 xl:w-5\/12 lg:ml-[18px] rounded-[22px] bg-cover\"\n                style=\"background-image: url(https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/08\/db58cc4661ba4088cdb8f2dd80d8e5c0fd6a9219-2-scaled.png); background-position: center;\"\n        ><\/div>\n    <\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" 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\">Vertex AI: wiod\u0105ce rozwi\u0105zanie dla Generative AI<\/h2>\n  <\/div>\n\n\n\n<p class=\"has-text-align-center\">Uzyskaj dost\u0119p do najpot\u0119\u017cniejszych modeli Google i tw\u00f3rz aplikacje nowej generacji oparte na inteligencji generatywnej.<\/p>\n\n\n\n<div class=\"container\">\n    <div class=\"md:rounded-4 2xl:pt-11 pt-4 flex flex-col gap-6 items-center \"\n         style=\"background-color: \">\n\t\t\t\n\t\t\t\n        <div class=\"arrows-container my-4 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 class=\"advantages-slider lg:grid lg:grid-cols-4 lg:gap-4 w-full\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #ffffff\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/ico3.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\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\tVertex AI Studio: Twoja przestrze\u0144 dla innowacji                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tB\u0142yskawicznie tw\u00f3rz prototypy i testuj pomys\u0142y w intuicyjnym \u015brodowisku. Vertex AI Studio pozwala eksperymentowa\u0107 z promptami, dostraja\u0107 parametry modeli i natychmiast weryfikowa\u0107 wyniki bez pisania skomplikowanego kodu, co znacz\u0105co skraca drog\u0119 od koncepcji do pierwszej wersji roboczej.                <\/p>\n\n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #ffffff\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/icon-rocket.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\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\tPot\u0119ga modeli fundacyjnych (Foundation Models)                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tWykorzystaj najnowocze\u015bniejsze modele Google do dowolnego zadania: od generowania z\u0142o\u017conych tekst\u00f3w i pisania kodu programistycznego po obs\u0142ug\u0119 zapyta\u0144 multimodalnych. Pracuj z modelami Vertex AI LLM, takimi jak Gemini, PaLM 2 oraz innymi architekturami wytrenowanymi na ogromnych zbiorach danych.                <\/p>\n\n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #ffffff\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2024\/11\/product-icon-4-1.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\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\tProfesjonalny Fine-tuning i adaptacja                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tDostosuj modele do specyficznych potrzeb Twojego biznesu. Vertex AI umo\u017cliwia g\u0142\u0119bokie dotrenowanie (fine-tuning) na Twoich w\u0142asnych danych, zapewniaj\u0105c maksymaln\u0105 dok\u0142adno\u015b\u0107 odpowiedzi i zachowanie korporacyjnego stylu, przy jednoczesnym utrzymaniu pe\u0142nej prywatno\u015bci informacji.                <\/p>\n\n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #ffffff\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/cloud-icon-blue.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\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\tAutomatyzacja i generowanie tre\u015bci                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tSkaluj tworzenie tre\u015bci i automatyzuj rutynowe procesy biznesowe. Generuj unikalne obrazy, opisy tekstowe, materia\u0142y marketingowe lub kod \u017ar\u00f3d\u0142owy na skal\u0119 przemys\u0142ow\u0105, integruj\u0105c mo\u017cliwo\u015bci sztucznej inteligencji bezpo\u015brednio z Twoimi systemami wewn\u0119trznymi.                <\/p>\n\n            <\/div>\n\t\t\t\t\t\n        <\/div>\n    <\/div>\n\n<\/div>\n<\/div>\n\n<\/div>\n\n<script>\n\t(function () {\n\t\tfunction animateCounter(el, target, decimals, duration) {\n\t\t\tvar start = null;\n\n\t\t\tfunction step(timestamp) {\n\t\t\t\tif (!start) start = timestamp;\n\t\t\t\tvar progress = Math.min((timestamp - start) \/ duration, 1);\n\t\t\t\tvar eased = 1 - Math.pow(1 - progress, 3);\n\t\t\t\tel.textContent = (target * eased).toFixed(decimals);\n\t\t\t\tif (progress < 1) {\n\t\t\t\t\trequestAnimationFrame(step);\n\t\t\t\t} else {\n\t\t\t\t\tel.textContent = target.toFixed(decimals);\n\t\t\t\t}\n\t\t\t}\n\n\t\t\trequestAnimationFrame(step);\n\t\t}\n\n\t\tvar counters = document.querySelectorAll('.cib-counter[data-target]');\n\t\tif (!counters.length) return;\n\n\t\tvar observer = new IntersectionObserver(function (entries, obs) {\n\t\t\tentries.forEach(function (entry) {\n\t\t\t\tif (entry.isIntersecting) {\n\t\t\t\t\tvar el = entry.target;\n\t\t\t\t\tvar target = parseFloat(el.dataset.target);\n\t\t\t\t\tvar decimals = parseInt(el.dataset.decimals, 10) || 0;\n\t\t\t\t\tanimateCounter(el, target, decimals, 1800);\n\t\t\t\t\tobs.unobserve(el);\n\t\t\t\t}\n\t\t\t});\n\t\t}, {threshold: 0.3});\n\n\t\tcounters.forEach(function (el) {\n\t\t\tobserver.observe(el);\n\t\t});\n\t}());\n<\/script>\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div id=\"banner-block_99f6a79950204581dd1fa28a6d205ff0\" class=\"mccloud-custom-banner-with-bg\">\n    <div class=\"container my-6 2xl:my-6 text-[#170C37]\">\n        <div\n                class=\"rounded-4 bg-callToActionBg bg-contain bg-no-repeat p-3 md:p-4 2xl:p-6\"\n                style=\"min-height: 300px;  background-image: url(https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/cta-banner-man-scaled.png); background-size: contain; background-repeat: no-repeat; background-position: center; background-size: contain; background-repeat: no-repeat; background-position: center right; background-color:#f0f2ef;\"\n        >\n            <div class=\" flex flex-col gap-2 md:gap-3 xl:gap-4 h-85p md:h-full justify-start md:justify-center\" style=\"max-width: 610px\">\n\n                                    <h2 class=\"md:title-text-2 text-4 font-semibold\" style=\"color:#333333!important\">\n                        Chcesz sprawdzi\u0107, jak to mo\u017ce zadzia\u0142a\u0107 w Twoim projekcie?                    <\/h2>\n                \n                                    <div class=\"banner-content text-gray xl:text-3 lg:text-[14px] text-[12px] xl:leading-4 lg:leading-[20px] leading-[18px]\" style=\"color:#333333!important\">\n                        <p>Wype\u0142nij formularz, a nasz specjalista techniczny skontaktuje si\u0119 z Tob\u0105, aby przeprowadzi\u0107 prezentacj\u0119 i odpowiedzie\u0107 na wszystkie pytania.<\/p>\n                    <\/div>\n                \n                <div class=\"md:flex items-center\">\n                                            <div class=\"flex flex-col md:flex-row gap-3\">\n                            <a href=\"#consultForm\" target=\"\"\n                               class=\"btn w-auto text-center ml-3  btn-lg btn-header-banner px-3 btn-success mr-3\">\n                                Zam\u00f3w demo                            <\/a>\n                        <\/div>\n                    \n                                    <\/div>\n\n            <\/div>\n\n                            <div>\n                    <a\n                            href=\"#consultForm\"\n                            class=\"btn btn-success w-full md:w-fit mt-2 md:hidden flex w-full md:w-auto\"\n                                                >\n                        Zam\u00f3w demo                    <\/a>\n                <\/div>\n                    <\/div>\n    <\/div>\n<\/div>\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"container\">\n    <div class=\"md:rounded-4 2xl:pt-11 pt-4 flex flex-col gap-6 items-center \"\n         style=\"background-color: #dcf0e2\">\n\t\t\t\n\t\t\t          <h2 class=\"title-text-2 font-bold xl:mb-4 mb-3 text-5 leading-6 mt-5\">Kluczowe korzy\u015bci biznesowe wynikaj\u0105ce z Vertex AI<\/h2>\n\t\t\t\n        <div class=\"arrows-container my-4 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 p-4\">\n            <div class=\"advantages-slider lg:grid lg:grid-cols-4 lg:gap-4 w-full\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #ffffff\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/google-cloud-load-balancing.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\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\tNieograniczone skalowanie rozwi\u0105za\u0144 AI                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tWyeliminuj bariery techniczne wraz ze wzrostem Twojej firmy. \u015arodowisko pozwala na p\u0142ynne skalowanie modeli \u2014 od lokalnych test\u00f3w po obs\u0142ug\u0119 milion\u00f3w zapyta\u0144 na ca\u0142ym \u015bwiecie. Dzi\u0119ki automatycznemu zarz\u0105dzaniu zasobami Twoja infrastruktura dostosowuje si\u0119 do obci\u0105\u017cenia w czasie rzeczywistym, optymalizuj\u0105c zar\u00f3wno koszty, jak i wydajno\u015b\u0107.                <\/p>\n\n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #ffffff\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/group-35491.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\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\tUjednolicony ekosystem dla wszystkich zada\u0144 AI                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tZapomnij o fragmentacji narz\u0119dzi i danych. Google Vertex AI \u0142\u0105czy in\u017cynier\u00f3w danych, programist\u00f3w ML oraz analityk\u00f3w biznesowych we wsp\u00f3lnym \u015brodowisku roboczym. Pe\u0142ny cykl \u017cycia projektu \u2014 od analizy surowych danych po monitorowanie dzia\u0142aj\u0105cych modeli \u2014 odbywa si\u0119 w ramach jednego rozwi\u0105zania, co znacz\u0105co zwi\u0119ksza szybko\u015b\u0107 iteracji i jako\u015b\u0107 ko\u0144cowego produktu.                <\/p>\n\n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #ffffff\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/cloud-icon-blue-1.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\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\tG\u0142\u0119boka integracja z BigQuery i Google Cloud                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tWykorzystaj potencja\u0142 swoich danych dok\u0142adnie tam, gdzie si\u0119 znajduj\u0105. Dzi\u0119ki bezproblemowej integracji z BigQuery mo\u017cesz trenowa\u0107 modele bezpo\u015brednio na pot\u0119\u017cnych zbiorach danych, bez skomplikowanych proces\u00f3w ETL. Zapewnia to aktualno\u015b\u0107 Twoich prognoz i umo\u017cliwia podejmowanie decyzji w oparciu o dane w czasie rzeczywistym.                <\/p>\n\n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #ffffff\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <img src='https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/afe-icon-blue.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\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\tBezpiecze\u0144stwo i zgodno\u015b\u0107 klasy korporacyjnej                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tPowierz rozw\u00f3j swojej sztucznej inteligencji technologii, kt\u00f3ra spe\u0142nia najsurowsze \u015bwiatowe wymogi bezpiecze\u0144stwa. Google Cloud gwarantuje pe\u0142n\u0105 prywatno\u015b\u0107: Twoje dane nigdy nie s\u0105 wykorzystywane do trenowania publicznych modeli i pozostaj\u0105 chronione przez zabezpieczenia poziomu enterprise. Platforma jest zgodna z RODO (GDPR), HIPAA, ISO oraz innymi globalnymi standardami, co jest kluczowe dla instytucji finansowych i sektora opieki zdrowotnej.                <\/p>\n\n            <\/div>\n\t\t\t\t\t\n        <\/div>\n    <\/div>\n\n<\/div>\n<\/div>\n\n<\/div>\n\n<script>\n\t(function () {\n\t\tfunction animateCounter(el, target, decimals, duration) {\n\t\t\tvar start = null;\n\n\t\t\tfunction step(timestamp) {\n\t\t\t\tif (!start) start = timestamp;\n\t\t\t\tvar progress = Math.min((timestamp - start) \/ duration, 1);\n\t\t\t\tvar eased = 1 - Math.pow(1 - progress, 3);\n\t\t\t\tel.textContent = (target * eased).toFixed(decimals);\n\t\t\t\tif (progress < 1) {\n\t\t\t\t\trequestAnimationFrame(step);\n\t\t\t\t} else {\n\t\t\t\t\tel.textContent = target.toFixed(decimals);\n\t\t\t\t}\n\t\t\t}\n\n\t\t\trequestAnimationFrame(step);\n\t\t}\n\n\t\tvar counters = document.querySelectorAll('.cib-counter[data-target]');\n\t\tif (!counters.length) return;\n\n\t\tvar observer = new IntersectionObserver(function (entries, obs) {\n\t\t\tentries.forEach(function (entry) {\n\t\t\t\tif (entry.isIntersecting) {\n\t\t\t\t\tvar el = entry.target;\n\t\t\t\t\tvar target = parseFloat(el.dataset.target);\n\t\t\t\t\tvar decimals = parseInt(el.dataset.decimals, 10) || 0;\n\t\t\t\t\tanimateCounter(el, target, decimals, 1800);\n\t\t\t\t\tobs.unobserve(el);\n\t\t\t\t}\n\t\t\t});\n\t\t}, {threshold: 0.3});\n\n\t\tcounters.forEach(function (el) {\n\t\t\tobserver.observe(el);\n\t\t});\n\t}());\n<\/script>\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\">Zastosowania biznesowe Google Vertex AI<\/h2>\n  <\/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\/04\/build-with-gemini-models.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\">Buduj z wykorzystaniem modeli Gemini<\/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>Wykorzystanie najpot\u0119\u017cniejszego multimodalnego modelu od Google pozwala firmom tworzy\u0107 innowacyjne rozwi\u0105zania, kt\u00f3re pracuj\u0105 jednocze\u015bnie z tekstem, kodem, obrazami i wideo. Dzi\u0119ki Vertex AI mo\u017cesz \u0142atwo zintegrowa\u0107 Gemini ze swoimi produktami, dostosowa\u0107 go (fine-tune) do specyficznych potrzeb firmy i wykorzysta\u0107 ogromne okno kontekstowe modelu do przetwarzania rozleg\u0142ych zasob\u00f3w informacji korporacyjnych.<\/p>\n                    <div class=\"md:flex items-center\">\n                        \n                                            <\/div>\n                <\/div>\n            \n        <\/div>\n    <\/div>\n<\/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        md:flex-row-reverse\">\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:ml-[66px] lg:ml-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\/04\/ai-agents-i-dodatki.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\">Agenci AI i aplikacje inteligentne<\/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>Korzystaj\u0105c z Vertex AI Agent Builder, firmy mog\u0105 b\u0142yskawicznie tworzy\u0107 i wdra\u017ca\u0107 inteligentnych agent\u00f3w klasy korporacyjnej, po\u0142\u0105czonych z wewn\u0119trznymi bazami wiedzy. Aplikacje te wykonuj\u0105 konkretne dzia\u0142ania \u2014 od rezerwacji us\u0142ug po dostarczanie spersonalizowanych rekomendacji \u2014 zapewniaj\u0105c wysok\u0105 precyzj\u0119 odpowiedzi dzi\u0119ki dost\u0119powi do aktualnych danych firmy w czasie rzeczywistym.<\/p>\n                    <div class=\"md:flex items-center\">\n                        \n                                            <\/div>\n                <\/div>\n            \n        <\/div>\n    <\/div>\n<\/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\/04\/custom-ml-models.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\">Trenowanie niestandardowych modeli ML<\/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>Dla zada\u0144 wymagaj\u0105cych unikalnej wiedzy specjalistycznej, GCP Vertex AI zapewnia pe\u0142ny cykl narz\u0119dzi do trenowania autorskich modeli uczenia maszynowego na specyficznych zbiorach danych. Mo\u017cesz korzysta\u0107 zar\u00f3wno z automatycznego trenowania (AutoML) dla szybkich rezultat\u00f3w, jak i g\u0142\u0119bokiej personalizacji w\u0142asnych algorytm\u00f3w (Custom Training), zachowuj\u0105c pe\u0142n\u0105 kontrol\u0119 nad architektur\u0105 modelu i parametrami wydajno\u015bci.<\/p>\n                    <div class=\"md:flex items-center\">\n                        \n                                            <\/div>\n                <\/div>\n            \n        <\/div>\n    <\/div>\n<\/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        md:flex-row-reverse\">\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:ml-[66px] lg:ml-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\/04\/deploying-models-to-production.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\">Wdra\u017canie modeli do \u015brodowiska produkcyjnego<\/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>Vertex AI przekszta\u0142ca opracowany model w stabiln\u0105 us\u0142ug\u0119 biznesow\u0105, zapewniaj\u0105c niezawodne wdro\u017cenie w infrastrukturze chmurowej z gwarantowanymi op\u00f3\u017anieniami. Ekosystem bierze na siebie wszystkie wyzwania techniczne: od skalowania pod du\u017cym obci\u0105\u017ceniem po ci\u0105g\u0142e monitorowanie wydajno\u015bci, dbaj\u0105c o to, by Twoi klienci mieli nieprzerwany dost\u0119p do funkcji AI w dowolnym momencie.<\/p>\n                    <div class=\"md:flex items-center\">\n                        \n                                            <\/div>\n                <\/div>\n            \n        <\/div>\n    <\/div>\n<\/div>\n\n\n\n<div id=\"banner-block_41efa687dffac85fba46c806e69ec25f\" class=\"mccloud-custom-banner-with-bg\">\n    <div class=\"container my-6 2xl:my-6 text-[#170C37]\">\n        <div\n                class=\"rounded-4 bg-callToActionBg bg-contain bg-no-repeat p-3 md:p-4 2xl:p-6\"\n                style=\"min-height: 300px;  background-image: url(https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2025\/11\/how-can-i-help-banner@2x.webp); background-size: contain; background-repeat: no-repeat; background-position: center; background-size: contain; background-repeat: no-repeat; background-position: center right; background-color:#eff2ee;\"\n        >\n            <div class=\" flex flex-col gap-2 md:gap-3 xl:gap-4 h-85p md:h-full justify-start md:justify-center\" style=\"max-width: 610px\">\n\n                                    <h2 class=\"md:title-text-2 text-4 font-semibold\" style=\"color:#333333!important\">\n                        Zintegruj AI ze swoimi procesami biznesowymi profesjonalnie i z pe\u0142nym zaufaniem.                    <\/h2>\n                \n                                    <div class=\"banner-content text-gray xl:text-3 lg:text-[14px] text-[12px] xl:leading-4 lg:leading-[20px] leading-[18px]\" style=\"color:#333333!important\">\n                        <p>Uzyskaj jasn\u0105 strategi\u0119 wdro\u017cenia opart\u0105 na Google Vertex AI, dopasowan\u0105 do Twoich konkretnych zada\u0144 i bran\u017cy.<\/p>\n                    <\/div>\n                \n                <div class=\"md:flex items-center\">\n                                            <div class=\"flex flex-col md:flex-row gap-3\">\n                            <a href=\"#consultForm\" target=\"\"\n                               class=\"btn w-auto text-center ml-3  btn-lg btn-header-banner px-3 btn-success mr-3\">\n                                Om\u00f3w sw\u00f3j projekt                            <\/a>\n                        <\/div>\n                    \n                                    <\/div>\n\n            <\/div>\n\n                            <div>\n                    <a\n                            href=\"#consultForm\"\n                            class=\"btn btn-success w-full md:w-fit mt-2 md:hidden flex w-full md:w-auto\"\n                                                >\n                        Om\u00f3w sw\u00f3j projekt                    <\/a>\n                <\/div>\n                    <\/div>\n    <\/div>\n<\/div>\n\n\n<div style=\"height:80px\" 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-stretch        \">\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            md:h-auto            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-full min-h-[300px]\"\n                    style=\"background-image: url(https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/team-group-clap.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\">Dlaczego firmy wybieraj\u0105 mcCloud do wdro\u017cenia Vertex AI<\/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>Nie tylko zapewniamy dost\u0119p do narz\u0119dzi \u2014 budujemy inteligentn\u0105 infrastruktur\u0119 zaprojektowan\u0105 tak, aby dostarcza\u0107 zwrot z inwestycji (ROI) od pierwszego dnia.<\/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>G\u0142\u0119boka adaptacja do cel\u00f3w biznesowych:<\/strong> Otrzymujesz rozwi\u0105zania idealnie dopasowane do Twoich potrzeb, a nie gotowe szablony \u201ez pude\u0142ka\u201d. Nasz szczeg\u00f3\u0142owy audyt proces\u00f3w pozwala skonfigurowa\u0107 Vertex AI pod Twoje unikalne wymagania \u2014 czy jest to automatyzacja logistyki, czy precyzyjna personalizacja sprzeda\u017cy.<\/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>Bezproblemowa integracja \u201epod klucz\u201d:<\/strong> Wdra\u017camy rozwi\u0105zania AI bezpo\u015brednio w Twoim istniej\u0105cym krajobrazie IT. \u0141\u0105cz\u0105c GCP Vertex AI z systemami CRM, ERP oraz bazami danych Google Cloud (BigQuery, Cloud Storage), tworzymy sp\u00f3jny ekosystem bez utraty danych.<\/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>Ekspercka wiedza MLOps \u2014 od prototypu po skalowanie:<\/strong> Nasz zesp\u00f3\u0142 pomaga wyj\u015b\u0107 poza samo trenowanie modelu i zbudowa\u0107 solidny proces produkcyjny (pipeline). Dbamy o monitorowanie, wersjonowanie i automatyczne skalowanie, aby Twoja sztuczna inteligencja dzia\u0142a\u0142a niezawodnie pod dowolnym obci\u0105\u017ceniem.<\/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>Optymalizacja koszt\u00f3w i ROI:<\/strong> Ka\u017cdy dolar zainwestowany w moc obliczeniow\u0105 pracuje na efektywno\u015b\u0107 Twojego biznesu. Zyskujesz profesjonalne zarz\u0105dzanie zasobami Google Cloud, co gwarantuje wysoki zwrot z inwestycji i eliminacj\u0119 zb\u0119dnych wydatk\u00f3w.<\/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>Bezpiecze\u0144stwo i zgodno\u015b\u0107 (Compliance):<\/strong> mcCloud dba o to, aby wdro\u017cenie AI spe\u0142nia\u0142o najwy\u017csze korporacyjne standardy bezpiecze\u0144stwa. Konfigurujemy poziomy dost\u0119pu (IAM) i ochron\u0119 danych w taki spos\u00f3b, aby Twoja w\u0142asno\u015b\u0107 intelektualna pozosta\u0142a wy\u0142\u0105cznie Twoj\u0105 w\u0142asno\u015bci\u0105.<\/li>\n<\/ul>\n                    <div class=\"md:flex items-center\">\n                        \n                                            <\/div>\n                <\/div>\n            \n        <\/div>\n    <\/div>\n<\/div>\n\n\n\n<div class=\"container\">\n    <div\n            style=\"background-color: #dcf0e2\"\n            class=\"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 justify-between md:items-center\"\n    >\n\t\t\t          <div>\n\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Pom\u00f3\u017cemy Ci dobra\u0107 optymaln\u0105 konfiguracj\u0119 <\/span><b>Vertex AI<\/b><span style=\"font-weight: 400;\"> w oparciu o specyficzne potrzeby i cele Twojego biznesu.<\/span><\/p>\n          <\/div>\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: #34a853; border-color: #34a853; white-space: nowrap;\"\n\t\t\t\t\t\t\t\t              >\n\t\t\t\t\t\t\t\tUm\u00f3w si\u0119 na konsultacj\u0119               <\/a>\n          <\/div>\n\t\t\t    <\/div>\n<\/div>\n\n\n<div class=\"container\">\n    <div class=\"mt-6 mb:mt-11 border border-customlightGray rounded-5 p-3 md:p-6 mb-6 2xl:mb-11\">\n        <div class=\"flex justify-between items-center mb-4\">\n                            <h2 class=\"title-text-2 font-semibold xl:font-bold\">\n                    Ekspertyza zespo\u0142u mcCloud                <\/h2>\n            \n            <div class=\"clients-slider-arrows clients-slider-arrows--block_9c32486116b65bbce1a23ac7cbf86ed9 slick-arrows flex\"><\/div>\n        <\/div>\n\n        <div class=\"clients-slider clients-slider--block_9c32486116b65bbce1a23ac7cbf86ed9 slick-img-center slick-arrows-top\">\n                                                <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/professional-machine-learning-engineer-certificatio-big.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/professional-google-workspace-administrator-certifi.1.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/professional-data-engineer-certification.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/professional-cloud-security-engineer-certification.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/professional-cloud-developer-certification.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/professional-cloud-architect-certification.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/generative-ai-leader-certification-big.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/cloud-digital-leader-certification.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/associate-google-workspace-administrator-certificat.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/associate-data-practitioner-certification.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <div style=\"height: 140px;\">\n                        <img decoding=\"async\"\n                                loading=\"lazy\"\n                                src=\"https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/03\/associate-cloud-engineer-certification.png\"\n                                alt=\"\"\n                                class=\"max-w-[90px] md:max-w-[130px] \"\n                                style=\"max-height: 140px;\"\n                        >\n                    <\/div>\n                                    <\/div>\n    <\/div>\n<\/div>\n\n\n<script>\n\t(function ($) {\n\t\t'use strict';\n\n\t\t$(document).ready(function () {\n\t\t\tvar $slider = $('.clients-slider--block_9c32486116b65bbce1a23ac7cbf86ed9');\n\t\t\tvar $arrows = $('.clients-slider-arrows--block_9c32486116b65bbce1a23ac7cbf86ed9');\n\n\t\t\tif (!$slider.length) {\n\t\t\t\treturn;\n\t\t\t}\n\n\t\t\t$slider.slick({\n\t\t\t\tslidesToShow: 7,\n\t\t\t\tslidesToScroll: 1,\n\t\t\t\tinfinite: true,\n\t\t\t\tarrows: true,\n\t\t\t\tappendArrows: $arrows,\n\t\t\t\tprevArrow: '<button type=\"button\" class=\"slick-prev\"><\/button>',\n\t\t\t\tnextArrow: '<button type=\"button\" class=\"slick-next\"><\/button>',\n\t\t\t\tresponsive: [\n\t\t\t\t\t{\n\t\t\t\t\t\tbreakpoint: 1024,\n\t\t\t\t\t\tsettings: {slidesToShow: 4}\n\t\t\t\t\t},\n\t\t\t\t\t{\n\t\t\t\t\t\tbreakpoint: 768,\n\t\t\t\t\t\tsettings: {slidesToShow: 3}\n\t\t\t\t\t},\n\t\t\t\t\t{\n\t\t\t\t\t\tbreakpoint: 480,\n\t\t\t\t\t\tsettings: {slidesToShow: 2}\n\t\t\t\t\t}\n\t\t\t\t]\n\t\t\t});\n\t\t});\n\t}(jQuery));\n<\/script>\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\">Etapy wdro\u017cenia Vertex AI z mcCloud<\/h2>\n  <\/div>\n\n\n\n<p class=\"has-text-align-center\">Dzia\u0142amy wed\u0142ug przejrzystej i sprawdzonej mapy drogowej, kt\u00f3ra minimalizuje ryzyko i zapewnia stabilny start Twojego projektu AI:<\/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\/04\/screen-img-3.png\" alt=\"Analiza zada\u0144 i konsulting\"\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                        class=\"absolute bottom-0 right-[-4px] rounded-full w-[60px] h-[60px] flex items-center justify-center text-white text-4 font-bold\" style='background-color: #f5b804'>\n                        1                    <\/div>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Analiza zada\u0144 i konsulting<\/div>\n                    <div class=\"text-3 leading-4\">Poddajemy Twoje procesy biznesowe g\u0142\u0119bokiej analizie, aby zidentyfikowa\u0107 kluczowe punkty wzrostu i przygotowa\u0107 precyzyjn\u0105 specyfikacj\u0119 techniczn\u0105. Otrzymujesz zestaw scenariuszy o wysokim priorytecie, dobranych tak, aby zapewni\u0107 maksymalny 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\/04\/screen-img-5.png\" alt=\"Projektowanie architektury\"\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                        class=\"absolute bottom-0 right-[-4px] rounded-full w-[60px] h-[60px] flex items-center justify-center text-white text-4 font-bold\" style='background-color: #32a350'>\n                        2                    <\/div>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Projektowanie architektury<\/div>\n                    <div class=\"text-3 leading-4\">W Twojej infrastrukturze Google Cloud powstaje spersonalizowany schemat integracji Vertex AI. Zyskujesz zoptymalizowany plan zawieraj\u0105cy najlepiej dopasowane modele Vertex AI LLM (Gemini, AutoML lub Custom) oraz precyzyjnie obliczon\u0105 moc obliczeniow\u0105 dopasowan\u0105 do Twojej skali.<\/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\/04\/screen-img-2.png\" alt=\"Rozw\u00f3j i trenowanie\"\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                        class=\"absolute bottom-0 right-[-4px] rounded-full w-[60px] h-[60px] flex items-center justify-center text-white text-4 font-bold\" style='background-color: #4285f4'>\n                        3                    <\/div>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Rozw\u00f3j i trenowanie<\/div>\n                    <div class=\"text-3 leading-4\">Ten etap obejmuje przygotowanie zbior\u00f3w danych, trenowanie modeli oraz ich dostrajanie (fine-tuning). Otrzymujesz \u201eszyt\u0105 na miar\u0119\u201d cyfrow\u0105 inteligencj\u0119, kt\u00f3ra dog\u0142\u0119bnie rozumie specyfik\u0119 Twojej firmy i niuanse Twojej bran\u017cy.<\/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\/04\/screen-7-img.png\" alt=\"Integracja i uruchomienie\"\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                        class=\"absolute bottom-0 right-[-4px] rounded-full w-[60px] h-[60px] flex items-center justify-center text-white text-4 font-bold\" style='background-color: #dd3333'>\n                        4                    <\/div>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Integracja i uruchomienie<\/div>\n                    <div class=\"text-3 leading-4\">Gotowe modele s\u0105 wdra\u017cane w Twoich systemach produkcyjnych (CRM, aplikacje mobilne, portale wewn\u0119trzne) poprzez stabilne punkty ko\u0144cowe Vertex AI API. Zyskujesz p\u0142ynne wdro\u017cenie poparte rygorystycznymi testami w rzeczywistych warunkach.<\/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\/04\/screen-img-6.png\" alt=\"Skalowanie i monitorowanie\"\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                        class=\"absolute bottom-0 right-[-4px] rounded-full w-[60px] h-[60px] flex items-center justify-center text-white text-4 font-bold\" style='background-color: #f5b804'>\n                        5                    <\/div>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Skalowanie i monitorowanie<\/div>\n                    <div class=\"text-3 leading-4\">Uruchamiamy cykl MLOps w celu automatycznej aktualizacji modeli i skalowania pod obci\u0105\u017ceniem. Otrzymujesz bie\u017c\u0105ce wsparcie i samodoskonal\u0105cy si\u0119 system, dzi\u0119ki kt\u00f3remu Twoja sztuczna inteligencja staje si\u0119 m\u0105drzejsza i wydajniejsza z ka\u017cdym dniem.<\/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\/04\/screen-img-4.png\" alt=\"Optymalizacja i szkolenie zespo\u0142u\"\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                        class=\"absolute bottom-0 right-[-4px] rounded-full w-[60px] h-[60px] flex items-center justify-center text-white text-4 font-bold\" style='background-color: #32a350'>\n                        6                    <\/div>\n                                    <\/div>\n                <div class='texting-part flex flex-col'>\n                    <div class=\"text-4 font-bold mb-3\">Optymalizacja i szkolenie zespo\u0142u<\/div>\n                    <div class=\"text-3 leading-4\">Analizujemy efektywno\u015b\u0107 rozwi\u0105zania, aby zoptymalizowa\u0107 koszty zasob\u00f3w chmurowych. Twoi specjali\u015bci przechodz\u0105 profesjonalne szkolenie, dzi\u0119ki kt\u00f3remu mog\u0105 samodzielnie zarz\u0105dza\u0107 narz\u0119dziami AI i w pe\u0142ni wykorzystywa\u0107 ich strategiczny potencja\u0142.<\/div>\n                <\/div>\n            <\/div>\n                        <\/div>\n<\/div>\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"container\">\n    <div class=\"md:rounded-4 2xl:pt-11 md:py-11 pt-4 flex flex-col gap-6 justify-center\"\n         style=\"background-color: #f3f5f2\">\n        <div class=\"max-w-[830px] flex self-center w-full\">\n            <div class=\"rounded-4\">\n                                    <h3 class=\"text-5 mb-6 font-bold\"><p><b>Jakie efekty uda Ci si\u0119 osi\u0105gn\u0105\u0107?<\/b><\/p>\n<\/h3>\n                                                                    <ul class=\"flex flex-col gap-3\">\n                                                                            <li class=\"flex items-center gap-3\">\n                <span\n                        class=\"rounded-full bg-green w-[44px] h-[44px] text-white flex justify-center items-center aspect-square\">1<\/span>\n                                <span>AI zintegrowane z realnymi procesami: To nie jest tylko \u201ewersja demonstracyjna\u201d, ale pe\u0142nowymiarowe narz\u0119dzie pracy, kt\u00f3re dostarcza warto\u015b\u0107 ka\u017cdego dnia.<\/span>\n                            <\/li>\n                                                                                <li class=\"flex items-center gap-3\">\n                <span\n                        class=\"rounded-full bg-green w-[44px] h-[44px] text-white flex justify-center items-center aspect-square\">2<\/span>\n                                <span>Ogromna oszcz\u0119dno\u015b\u0107 czasu: Automatyzacja rutynowych zada\u0144 pozwala Twojemu zespo\u0142owi skupi\u0107 si\u0119 na celach strategicznych, a nie na powtarzalnej pracy manualnej.<\/span>\n                            <\/li>\n                                                                                <li class=\"flex items-center gap-3\">\n                <span\n                        class=\"rounded-full bg-green w-[44px] h-[44px] text-white flex justify-center items-center aspect-square\">3<\/span>\n                                <span>Nieograniczona skala: Dzi\u0119ki infrastrukturze chmurowej Twoje rozwi\u0105zanie AI jest gotowe rosn\u0105\u0107 wraz z biznesem \u2014 obs\u0142uguj\u0105c od 100 do 1 000 000 zapyta\u0144 bez utraty pr\u0119dko\u015bci.<\/span>\n                            <\/li>\n                                                                        <\/ul>\n                                \n            <\/div>\n        <\/div>\n            <\/div>\n<\/div>\n\n\n<div class=\"container\">\n    <div class=\"md:rounded-4 2xl:pt-11 pt-4 flex flex-col gap-6 items-center \"\n         style=\"background-color: \">\n\t\t\t\n\t\t\t\n 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hover:no-underline group\"\n                style=\"background-color: #f3f5f2\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <div class=\"flex items-baseline gap-1 mt-4\"\n                       style=\"color: #34a853\">\n\t\t\t\t\t\t\t\t\t\t                        <span class=\"title-text-2 font-bold leading-6\"\n                              style=\"font-size: 60px\">-<\/span>\n\t\t\t\t\t\t\t\t\t\t\n                      <span class=\"cib-counter title-text-2 font-bold leading-6\" style=\"font-size: 60px\"\n                            data-target=\"40\"\n                            data-decimals=\"0\">0<\/span>\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t                        <span class=\"title-text-2 font-bold leading-6\"\n                              style=\"font-size: 60px\">%<\/span>\n\t\t\t\t\t\t\t\t\t\t                  <\/div>\n\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\t                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tSzybsze wdro\u017cenie                <\/p>\n\n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #f3f5f2\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <div class=\"flex items-baseline gap-1 mt-4\"\n                       style=\"color: #34a853\">\n\t\t\t\t\t\t\t\t\t\t\n                      <span class=\"cib-counter title-text-2 font-bold leading-6\" style=\"font-size: 60px\"\n                            data-target=\"100\"\n                            data-decimals=\"0\">0<\/span>\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t                        <span class=\"title-text-2 font-bold leading-6\"\n                              style=\"font-size: 60px\">%<\/span>\n\t\t\t\t\t\t\t\t\t\t                  <\/div>\n\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\t                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tBezpiecze\u0144stwa i izolacji danych                <\/p>\n\n            <\/div>\n\t\t\t\t\t                <div                  class=\"advantages-slider-item border border-customlightGray p-4 rounded-4 flex flex-col transition-all\n                hover:shadow-lg hover:no-underline group\"\n                style=\"background-color: #f3f5f2\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t                  <div class=\"flex items-baseline gap-1 mt-4\"\n                       style=\"color: #34a853\">\n\t\t\t\t\t\t\t\t\t\t\n                      <span class=\"cib-counter title-text-2 font-bold leading-6\" style=\"font-size: 60px\"\n                            data-target=\"24\"\n                            data-decimals=\"0\">0<\/span>\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t                        <span class=\"title-text-2 font-bold leading-6\"\n                              style=\"font-size: 60px\">\/7<\/span>\n\t\t\t\t\t\t\t\t\t\t                  <\/div>\n\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\t                <\/p>\n\n                <p class=\"text-gray leading-4\">\n\t\t\t\t\t\t\t\t\tWsparcie i monitoring                <\/p>\n\n            <\/div>\n\t\t\t\t\t\n        <\/div>\n    <\/div>\n\n<\/div>\n<\/div>\n\n<\/div>\n\n<script>\n\t(function () {\n\t\tfunction animateCounter(el, target, decimals, duration) {\n\t\t\tvar start = null;\n\n\t\t\tfunction step(timestamp) {\n\t\t\t\tif (!start) start = timestamp;\n\t\t\t\tvar progress = Math.min((timestamp - start) \/ duration, 1);\n\t\t\t\tvar eased = 1 - Math.pow(1 - progress, 3);\n\t\t\t\tel.textContent = (target * eased).toFixed(decimals);\n\t\t\t\tif (progress < 1) {\n\t\t\t\t\trequestAnimationFrame(step);\n\t\t\t\t} else {\n\t\t\t\t\tel.textContent = target.toFixed(decimals);\n\t\t\t\t}\n\t\t\t}\n\n\t\t\trequestAnimationFrame(step);\n\t\t}\n\n\t\tvar counters = document.querySelectorAll('.cib-counter[data-target]');\n\t\tif (!counters.length) return;\n\n\t\tvar observer = new IntersectionObserver(function (entries, obs) {\n\t\t\tentries.forEach(function (entry) {\n\t\t\t\tif (entry.isIntersecting) {\n\t\t\t\t\tvar el = entry.target;\n\t\t\t\t\tvar target = parseFloat(el.dataset.target);\n\t\t\t\t\tvar decimals = parseInt(el.dataset.decimals, 10) || 0;\n\t\t\t\t\tanimateCounter(el, target, decimals, 1800);\n\t\t\t\t\tobs.unobserve(el);\n\t\t\t\t}\n\t\t\t});\n\t\t}, {threshold: 0.3});\n\n\t\tcounters.forEach(function (el) {\n\t\t\tobserver.observe(el);\n\t\t});\n\t}());\n<\/script>\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\">Zaufanie podparte wynikami<\/h2>\n  <\/div>\n\n\n\n<p class=\"has-text-align-center\">Co klienci mcCloud m\u00f3wi\u0105 o do\u015bwiadczeniach z wdro\u017cenia Vertex AI<\/p>\n\n\n\n<div class=\"container\">\n    <section class=\"ct-block\">\n        <div class=\"ct-block__header\">\n            <h2 class=\"ct-block__title\"><\/h2>\n\n            <div class=\"ct-block__nav\">\n\t\t\t<span class=\"ct-block__counter\" id=\"ct-slider-block_bcc9b67d1282696fb3f0b02295e0b1d0-counter\">\n\t\t\t\t01\/03\t\t\t<\/span>\n                <button class=\"ct-block__arrow ct-block__arrow--prev\"\n                        aria-label=\"Previous slide\">\n                    <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n                         aria-hidden=\"true\">\n                        <path d=\"M15 18L9 12L15 6\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\n                              stroke-linejoin=\"round\"\/>\n                    <\/svg>\n                <\/button>\n                <button class=\"ct-block__arrow ct-block__arrow--next\"\n                        aria-label=\"Next slide\">\n                    <svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"\n                         aria-hidden=\"true\">\n                        <path d=\"M9 6L15 12L9 18\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\n                              stroke-linejoin=\"round\"\/>\n                    <\/svg>\n                <\/button>\n            <\/div>\n        <\/div>\n\n        <div class=\"ct-block__slider\" id=\"ct-slider-block_bcc9b67d1282696fb3f0b02295e0b1d0\">\n                            <div class=\"ct-slide\">\n                    <div class=\"ct-slide__inner\">\n                        <div class=\"ct-slide__quote-icon\" aria-hidden=\"true\">\n                            <svg width=\"64\" height=\"48\" viewBox=\"0 0 64 48\" fill=\"none\"\n                                 xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                <path d=\"M0 48V29.3333C0 19.5556 2.66667 11.7333 8 5.86667C13.3333 1.95556 19.5556 0 26.6667 0V9.06667C21.3333 9.06667 17.0667 10.8444 13.8667 14.4C10.6667 17.9556 9.06667 22.5778 9.06667 28.2667H18.1333V48H0ZM36.2667 48V29.3333C36.2667 19.5556 38.9333 11.7333 44.2667 5.86667C49.6 1.95556 55.8222 0 62.9333 0V9.06667C57.6 9.06667 53.3333 10.8444 50.1333 14.4C46.9333 17.9556 45.3333 22.5778 45.3333 28.2667H54.4V48H36.2667Z\"\n                                      fill=\"#F5A623\"\/>\n                            <\/svg>\n                        <\/div>\n\n                        <div class=\"ct-slide__body\">\n                                                            <div class=\"ct-slide__text\">\n                                    <p><strong>Skr\u00f3cili\u015bmy czas obs\u0142ugi zapyta\u0144 klient\u00f3w o 65%.<\/strong><br \/>\nDzi\u0119ki pomocy mcCloud zintegrowali\u015bmy Gemini API z naszym systemem wsparcia. Teraz asystent AI autonomicznie rozwi\u0105zuje wi\u0119kszo\u015b\u0107 rutynowych problem\u00f3w, pozwalaj\u0105c naszym mened\u017cerom skupi\u0107 si\u0119 wy\u0142\u0105cznie na z\u0142o\u017conych przypadkach. Przej\u015bcie od prototypu w AI Studio do stabilnej produkcji na platformie Vertex AI zaj\u0119\u0142o zaledwie trzy tygodnie.<\/p>\n                                <\/div>\n                            \n                                                            <p class=\"ct-slide__attribution\">\n                                    CTO, platforma E-commerce                                <\/p>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                            <div class=\"ct-slide\">\n                    <div class=\"ct-slide__inner\">\n                        <div class=\"ct-slide__quote-icon\" aria-hidden=\"true\">\n                            <svg width=\"64\" height=\"48\" viewBox=\"0 0 64 48\" fill=\"none\"\n                                 xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                <path d=\"M0 48V29.3333C0 19.5556 2.66667 11.7333 8 5.86667C13.3333 1.95556 19.5556 0 26.6667 0V9.06667C21.3333 9.06667 17.0667 10.8444 13.8667 14.4C10.6667 17.9556 9.06667 22.5778 9.06667 28.2667H18.1333V48H0ZM36.2667 48V29.3333C36.2667 19.5556 38.9333 11.7333 44.2667 5.86667C49.6 1.95556 55.8222 0 62.9333 0V9.06667C57.6 9.06667 53.3333 10.8444 50.1333 14.4C46.9333 17.9556 45.3333 22.5778 45.3333 28.2667H54.4V48H36.2667Z\"\n                                      fill=\"#F5A623\"\/>\n                            <\/svg>\n                        <\/div>\n\n                        <div class=\"ct-slide__body\">\n                                                            <div class=\"ct-slide__text\">\n                                    <p><strong>Dok\u0142adno\u015b\u0107 naszych prognoz popytu wzros\u0142a do 92%.<\/strong><br \/>\nW naszej sieci logistycznej kluczowe jest unikanie nadwy\u017cek magazynowych. Zesp\u00f3\u0142 mcCloud pom\u00f3g\u0142 nam wdro\u017cy\u0107 niestandardowe modele predykcyjne na Google Vertex AI, integruj\u0105c je bezproblemowo z naszymi danymi \u0432 BigQuery. Rezultatem jest optymalizacja koszt\u00f3w magazynowania i pe\u0142na automatyzacja zakup\u00f3w.<\/p>\n                                <\/div>\n                            \n                                                            <p class=\"ct-slide__attribution\">\n                                    Head of Data Science, sie\u0107 handlowa                                <\/p>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                            <div class=\"ct-slide\">\n                    <div class=\"ct-slide__inner\">\n                        <div class=\"ct-slide__quote-icon\" aria-hidden=\"true\">\n                            <svg width=\"64\" height=\"48\" viewBox=\"0 0 64 48\" fill=\"none\"\n                                 xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                <path d=\"M0 48V29.3333C0 19.5556 2.66667 11.7333 8 5.86667C13.3333 1.95556 19.5556 0 26.6667 0V9.06667C21.3333 9.06667 17.0667 10.8444 13.8667 14.4C10.6667 17.9556 9.06667 22.5778 9.06667 28.2667H18.1333V48H0ZM36.2667 48V29.3333C36.2667 19.5556 38.9333 11.7333 44.2667 5.86667C49.6 1.95556 55.8222 0 62.9333 0V9.06667C57.6 9.06667 53.3333 10.8444 50.1333 14.4C46.9333 17.9556 45.3333 22.5778 45.3333 28.2667H54.4V48H36.2667Z\"\n                                      fill=\"#F5A623\"\/>\n                            <\/svg>\n                        <\/div>\n\n                        <div class=\"ct-slide__body\">\n                                                            <div class=\"ct-slide__text\">\n                                    <p><strong>Bezpieczne wdro\u017cenie Generative AI dla sektora korporacyjnego.<\/strong><br \/>\nNajwi\u0119kszym wyzwaniem by\u0142a dla nas prywatno\u015b\u0107 danych. mcCloud dostarczy\u0142 architektur\u0119 Vertex AI, w kt\u00f3rej nasze wewn\u0119trzne dokumenty s\u0105 wykorzystywane do trenowania modeli, ale nigdy nie opuszczaj\u0105 naszego bezpiecznego obwodu. Pozwoli\u0142o nam to bezpiecznie uruchomi\u0107 wewn\u0119trznego copywritera AI dla dzia\u0142u marketingu.<\/p>\n                                <\/div>\n                            \n                                                            <p class=\"ct-slide__attribution\">\n                                    Dyrektor IT, holding Fintech                                <\/p>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                    <\/div>\n    <\/section>\n<\/div>\n\n\n<script>\n\t(function ($) {\n\t\t'use strict';\n\n\t\t\/**\n\t\t * Initialize the testimonials slider once the DOM is ready.\n\t\t *\/\n\t\t$(document).ready(function () {\n\t\t\tvar $slider = $('#ct-slider-block_bcc9b67d1282696fb3f0b02295e0b1d0');\n\t\t\tvar $counter = $('#ct-slider-block_bcc9b67d1282696fb3f0b02295e0b1d0-counter');\n\t\t\tvar total = 3;\n\n\t\t\tif (!$slider.length) {\n\t\t\t\treturn;\n\t\t\t}\n\n\t\t\t$slider.slick({\n\t\t\t\tslidesToShow: 1,\n\t\t\t\tslidesToScroll: 1,\n\t\t\t\tarrows: true,\n\t\t\t\tprevArrow: $('.ct-block__arrow--prev'),\n\t\t\t\tnextArrow: $('.ct-block__arrow--next'),\n\t\t\t\tdots: false,\n\t\t\t\tinfinite: true,\n\t\t\t\tadaptiveHeight: true,\n\t\t\t});\n\n\t\t\t\/**\n\t\t\t * Update counter display on slide change.\n\t\t\t *\n\t\t\t * @param {Event}  event   Slick beforeChange event.\n\t\t\t * @param {Object} slick   Slick instance.\n\t\t\t * @param {number} current Current slide index.\n\t\t\t * @param {number} next    Next slide index.\n\t\t\t *\/\n\t\t\t$slider.on('beforeChange', function (event, slick, current, next) {\n\t\t\t\tvar displayNum = String(next + 1).padStart(2, '0');\n\t\t\t\tvar totalStr = String(total).padStart(2, '0');\n\t\t\t\t$counter.text(displayNum + '\/' + totalStr);\n\t\t\t});\n\t\t});\n\t})(jQuery);\n<\/script>\n\n\n\n<div id=\"banner-block_7351ae0cf0f187fc62cc54d60b0c2582\" class=\"mccloud-custom-banner-with-bg\">\n    <div class=\"container my-6 2xl:my-6 text-[#170C37]\">\n        <div\n                class=\"rounded-4 bg-callToActionBg bg-contain bg-no-repeat p-3 md:p-4 2xl:p-6\"\n                style=\"min-height: 300px;  background-image: url(https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/cta-banner-girl-scaled.png); background-size: contain; background-repeat: no-repeat; background-position: center; background-size: contain; background-repeat: no-repeat; background-position: center right; background-color:#2f4455;\"\n        >\n            <div class=\" flex flex-col gap-2 md:gap-3 xl:gap-4 h-85p md:h-full justify-start md:justify-center\" style=\"max-width: 610px\">\n\n                                    <h2 class=\"md:title-text-2 text-4 font-semibold\" style=\"color:#ffffff!important\">\n                        Gotowy na wdro\u017cenie w\u0142asnego rozwi\u0105zania AI?                    <\/h2>\n                \n                                    <div class=\"banner-content text-gray xl:text-3 lg:text-[14px] text-[12px] xl:leading-4 lg:leading-[20px] leading-[18px]\" style=\"color:#ffffff!important\">\n                        <p><strong>mcCloud<\/strong> pomo\u017ce Ci przeku\u0107 potencja\u0142 Vertex AI w realn\u0105 przewag\u0119 biznesow\u0105. Od pierwszej konsultacji po pe\u0142noskalow\u0105 produkcj\u0119 \u2014 jeste\u015bmy z Tob\u0105 na ka\u017cdym kroku.<\/p>\n                    <\/div>\n                \n                <div class=\"md:flex items-center\">\n                                            <div class=\"flex flex-col md:flex-row gap-3\">\n                            <a href=\"#consultForm\" target=\"\"\n                               class=\"btn w-auto text-center ml-3  btn-lg btn-header-banner px-3 btn-success mr-3\">\n                                Skontaktuj si\u0119 z mened\u017cerem                            <\/a>\n                        <\/div>\n                    \n                                    <\/div>\n\n            <\/div>\n\n                            <div>\n                    <a\n                            href=\"#consultForm\"\n                            class=\"btn btn-success w-full md:w-fit mt-2 md:hidden flex w-full md:w-auto\"\n                                                >\n                        Skontaktuj si\u0119 z mened\u017cerem                    <\/a>\n                <\/div>\n                    <\/div>\n    <\/div>\n<\/div>\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\">Cennik Vertex AI<\/h2>\n  <\/div>\n\n\n\n<p class=\"has-text-align-center\">P\u0142acisz tylko za to, czego faktycznie u\u017cywasz. \u017badnych ukrytych op\u0142at ani przep\u0142acania za niewykorzystane zasoby.<\/p>\n\n\n\n<div style=\"height:70px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"container\">\n\n\n    <div class=\"flex mb-5 2xl:mb-11\">\n        <div class=\"w-full lg:w-6\/12 xl:w-7\/12 lg:pr-[18px]\">\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\">\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\">\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 class=\"default-slider slick-force-height lg:grid lg:grid-cols-1 lg:gap-[13px] w-full\">\n                                    <div\n                            class=\"lg:cursor-pointer 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\/finance-img.png\"\n                                        alt=\"Model Pay-as-you-go\"\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                                Model Pay-as-you-go                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Koszty zale\u017c\u0105 od faktycznego zu\u017cycia: czasu pracy w\u0119z\u0142\u00f3w obliczeniowych, liczby zapyta\u0144 do API (np. za 1000 token\u00f3w w modelu Gemini) lub obj\u0119to\u015bci przechowywanych danych. Pozwala to na start z minimalnym bud\u017cetem i p\u0142ynne skalowanie wraz ze wzrostem biznesu.<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\"lg:cursor-pointer 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\/checkout-img.png\"\n                                        alt=\"Struktura koszt\u00f3w oparta na u\u017cyciu\"\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                                Struktura koszt\u00f3w oparta na u\u017cyciu                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">R\u00f3\u017cne zadania maj\u0105 r\u00f3\u017cne punkty cenowe \u2014 od ekonomicznego AutoML dla prostych danych tabelarycznych po wysokowydajne obliczenia na jednostkach GPU\/TPU dla z\u0142o\u017conych sieci neuronowych. Sam wybierasz poziom mocy obliczeniowej dopasowany do Twojego bud\u017cetu.<\/div>\n                        <\/div>\n                    <\/div>\n                                    <div\n                            class=\"lg:cursor-pointer 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\/discount-icon.png\"\n                                        alt=\"Zaawansowane mo\u017cliwo\u015bci optymalizacji\"\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                                Zaawansowane mo\u017cliwo\u015bci optymalizacji                            <\/h3>\n                            <div class=\"text-[15px] leading-[23px] text-gray pb-[32px] lg:pb-0\">Wykorzystuj\u0105c narz\u0119dzia monitoruj\u0105ce Google Cloud oraz wiedz\u0119 eksperck\u0105 mcCloud, mo\u017cesz ustawia\u0107 limity zu\u017cycia, korzysta\u0107 z instancji typu \u201espot\u201d do trenowania modeli oraz automatycznie wy\u0142\u0105cza\u0107 nieu\u017cywane zasoby. Pozwala to zredukowa\u0107 ca\u0142kowite wydatki na chmur\u0119 o 30\u201350%.<\/div>\n                        <\/div>\n                    <\/div>\n                            <\/div>\n        <\/div>\n\n        <div\n                class=\"hidden lg:block w-6\/12 xl:w-5\/12 lg:ml-[18px] rounded-[22px] bg-cover\"\n                style=\"background-image: url(https:\/\/mccloud.global\/pl\/wp-content\/uploads\/2026\/04\/img-bigquery.png); background-position: center;\"\n        ><\/div>\n    <\/div>\n<\/div>\n\n\n\n<div class=\"container\">\n    <div\n            style=\"background-color: #FCEDD8\"\n            class=\"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 justify-between md:items-center\"\n    >\n\t\t\t          <div>\n\t\t\t\t\t\t<p>Przygotujemy kalkulacj\u0119 bud\u017cetu dopasowan\u0105 do Twoich cel\u00f3w, wyja\u015bnimy struktur\u0119 koszt\u00f3w i podpowiemy, jak zoptymalizowa\u0107 konfiguracj\u0119 bez utraty wydajno\u015bci.<\/p>\n          <\/div>\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: #f08a01; border-color: #f08a01; white-space: nowrap;\"\n\t\t\t\t\t\t\t\t              >\n\t\t\t\t\t\t\t\tPopro\u015b o wycen\u0119              <\/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\">Cz\u0119sto zadawane pytania<\/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\">Czy Google wykorzystuje moje dane do trenowania swoich publicznych modeli?<\/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><strong>Nie.<\/strong> To kluczowa r\u00f3\u017cnica mi\u0119dzy Google Vertex AI a us\u0142ugami konsumenckimi. Twoje dane, kt\u00f3re przesy\u0142asz w celu trenowania modeli lub przekazujesz poprzez prompty, pozostaj\u0105 w Twoim prywatnym obwodzie Google Cloud. Google nie wykorzystuje danych klient\u00f3w z Vertex AI do ulepszania swoich og\u00f3lnodost\u0119pnych modeli (takich jak Gemini w wersji dla u\u017cytkownik\u00f3w indywidualnych).<\/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\">Czym r\u00f3\u017cni si\u0119 Vertex AI od Google AI Studio?<\/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>Google AI Studio to \u201epiaskownica\u201d (sandbox) dla programist\u00f3w, s\u0142u\u017c\u0105ca do szybkiego testowania prompt\u00f3w. <strong>Vertex AI to pe\u0142nowymiarowa platforma przemys\u0142owa<\/strong>. Zapewnia ona gwarancje stabilno\u015bci (SLA), narz\u0119dzia do automatyzacji (MLOps), elastyczne zarz\u0105dzanie dost\u0119pem (IAM) oraz mo\u017cliwo\u015b\u0107 skalowania do milion\u00f3w zapyta\u0144 \u2014 co jest niezb\u0119dne dla ka\u017cdej profesjonalnej aplikacji biznesowej.<\/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\">Co to jest Vertex AI Agent Builder i jak przyspiesza rozw\u00f3j?<\/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>Vertex AI Agent Builder to konsola typu low-code, kt\u00f3ra pozwala tworzy\u0107 korporacyjnych agent\u00f3w AI w ci\u0105gu zaledwie kilku godzin, a nie miesi\u0119cy. Jego g\u0142\u00f3wn\u0105 zalet\u0105 jest mo\u017cliwo\u015b\u0107 pod\u0142\u0105czenia modelu do Twoich rzeczywistych danych (strona WWW, dokumenty PDF, bazy danych) przy u\u017cyciu technologii <strong>RAG (Retrieval-Augmented Generation)<\/strong>. Oznacza to, \u017ce agent b\u0119dzie udziela\u0142 precyzyjnych odpowiedzi opartych wy\u0142\u0105cznie na Twoich informacjach, a nie na og\u00f3lnej wiedzy z internetu. Otrzymujesz gotowe do u\u017cycia narz\u0119dzie przy minimalnych nak\u0142adach na programowanie.<\/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 musz\u0119 posiada\u0107 w\u0142asny zesp\u00f3\u0142 Data Scientist\u00f3w, aby zacz\u0105\u0107?<\/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><strong>Niekoniecznie.<\/strong> Dzi\u0119ki narz\u0119dziom AutoML oraz Model Garden mo\u017cesz uruchamia\u0107 gotowe rozwi\u0105zania lub tworzy\u0107 w\u0142asne modele za pomoc\u0105 interfejsu wizualnego, bez g\u0142\u0119bokiej wiedzy programistycznej. Jednak w przypadku z\u0142o\u017conych, niestandardowych architektur, mcCloud zapewni Ci profesjonalne wsparcie programistyczne i merytoryczne na ka\u017cdym etapie.<\/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\">Jak kontrolowa\u0107 koszty, aby bud\u017cet nie \u201ewyparowa\u0142\u201d z dnia na dzie\u0144?<\/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>Platforma posiada wbudowane narz\u0119dzia monitoruj\u0105ce i system powiadomie\u0144 bud\u017cetowych. Eksperci mcCloud konfiguruj\u0105 dla Ciebie limity zu\u017cycia, automatyczne wy\u0142\u0105czanie nieu\u017cywanych zasob\u00f3w oraz pomagaj\u0105 dobra\u0107 optymalne typy maszyn (np. instancje typu Spot). Pozwala to na precyzyjne prognozowanie i pe\u0142n\u0105 kontrol\u0119 nad Twoimi inwestycjami w sztuczn\u0105 inteligencj\u0119.<\/p>\n                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n                        <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Uzyskaj dost\u0119p do najpot\u0119\u017cniejszych modeli Google i tw\u00f3rz aplikacje nowej generacji oparte na inteligencji generatywnej. Dzia\u0142amy wed\u0142ug przejrzystej i sprawdzonej mapy drogowej, kt\u00f3ra minimalizuje ryzyko i zapewnia stabilny start Twojego projektu AI: Co klienci mcCloud m\u00f3wi\u0105 o do\u015bwiadczeniach z wdro\u017cenia Vertex AI P\u0142acisz tylko za to, czego faktycznie u\u017cywasz. \u017badnych ukrytych op\u0142at ani przep\u0142acania za [&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-4460","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>Vertex AI od Google Cloud: Profesjonalne Wdro\u017cenie | mcCloud<\/title>\n<meta name=\"description\" content=\"Pot\u0119\u017cne modele Gemini dla Twojego biznesu na platformie Vertex AI. Pe\u0142na automatyzacja, MLOps i bezpiecze\u0144stwo klasy korporacyjnej. Zam\u00f3w konsultacj\u0119 ju\u017c dzi\u015b!\" \/>\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\/vertex\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Vertex AI od Google Cloud: Profesjonalne Wdro\u017cenie | mcCloud\" \/>\n<meta property=\"og:description\" content=\"Pot\u0119\u017cne modele Gemini dla Twojego biznesu na platformie Vertex AI. Pe\u0142na automatyzacja, MLOps i bezpiecze\u0144stwo klasy korporacyjnej. 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