{"id":24,"date":"2024-10-11T22:24:58","date_gmt":"2024-10-11T20:24:58","guid":{"rendered":"http:\/\/alterdata.test\/?page_id=24"},"modified":"2025-12-11T09:26:49","modified_gmt":"2025-12-11T08:26:49","slug":"integracja-zrodel-danych","status":"publish","type":"page","link":"https:\/\/alterdata.com\/pl\/integracja-zrodel-danych\/","title":{"rendered":"Us\u0142ugi \/ Integracja \u017ar\u00f3de\u0142 danych"},"content":{"rendered":"<div class=\"section-hero-block \"\n     style=\"--section-hero-block-background-color: transparent;\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-hero-block__inner\">\n          <div class=\"row\">\n            <div class=\"section-hero-block__content col-12 col-lg-6 py-p-50 py-p-lg-100\">\n              <h1 class=\"section-hero-block__title mb-p-36\">Wszystkie firmowe dane\u2028dost\u0119pne w jednym miejscu<\/h1>\n              <p class=\"section-hero-block__description mb-p-60\">Integracja danych z r\u00f3\u017cnych \u017ar\u00f3de\u0142 zapewnia lepsz\u0105 ich lepsz\u0105 jako\u015b\u0107, eliminuje prac\u0119 manualn\u0105 i podnosi jako\u015b\u0107 analityki.<\/p>\n                              <a class=\"section-hero-block__button\" href=\"https:\/\/alterdata.com\/pl\/kontakt\/\" >Porozmawiajmy<\/a>\n                          <\/div>\n            <div class=\"section-hero-block__image-wrapper col-12 col-lg-6 d-flex align-items-center justify-content-center\">\n              <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/08\/feature-photo-130.png\" alt=\"\" class=\"section-hero-block__image img-fluid\">\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n\n  <\/div>\n\n\n<div class=\"section-partner-logos-block \"\n                    style=\"--section-partner-logos-block-background-color: transparent;\"\n                >\n    <div class=\"container\">\n        <div class=\"row\">\n            <div class=\"col\">\n                <div class=\"section-partner-logos-block__inner\">\n                    <div class=\"section-partner-logos-block__content align-items-center d-lg-flex mb-p-40 mb-p-lg-40 pt-p-lg-40\">\n                                                    <h2 class=\"section-partner-logos-block__title text-center pt-p-24 mb-p-23 pt-p-lg-0 mb-p-lg-0\">Nap\u0119dzamy sukcesy lider\u00f3w:<\/h2>\n                                                <div class=\"section-partner-logos-block__logos d-flex justify-content-center align-items-center flex-nowrap ml-p-lg-93\">\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/09\/image-223-1.png\" alt=\"To logo przedstawia napis \u201eams\u201d zapisany ma\u0142ymi literami w nowoczesnym, zaokr\u0105glonym kroju pisma, w intensywnym czerwonym kolorze na jasnym tle.\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1pso.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/02\/f95cdc7523e6e04960b16aef5e073fd3-1.png\" alt=\"Logo przedstawia \u017c\u00f3\u0142t\u0105 ikon\u0119 dw\u00f3ch u\u015bmiechni\u0119tych twarzy po\u0142\u0105czonych w form\u0119 dymku rozmowy oraz napis \u201eTutlo\u201d zapisany ciemnym, nowoczesnym krojem pisma.\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/12\/2024-03-15-LOCONI-2-1.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/09\/image-222-1.png\" alt=\"Logo przedstawia stylizowany napis \u201eNEXERA\u201d zapisany nowoczesnym, geometrycznym krojem pisma w ciemnym kolorze, z wyr\u00f3\u017cnionym turkusowym akcentem w literze \u201eX\u201d.\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1Celsium.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1PKP-energetyka.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/03\/image-175.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1Yggdrasil.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/04\/BoredPanda-Logo-1-3.png\" alt=\"Logo przedstawia stylizowan\u0105 ikon\u0119 g\u0142owy pandy w okr\u0105g\u0142ej ramce oraz napis \u201eboredpanda\u201d zapisany prostym, ciemnym krojem pisma.\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1InteliWISE.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div class=\"section-features-block \"\n                  style=\"--section-features-block-background-color: transparent;\"\n                          id=\"korzysci\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-features-block__inner pb-p-81\">\n          <h2 class=\"section-features-block__title text-left text-lg-center m-auto mb-p-24 mb-p-lg-40 pt-p-24 pb-p-10 pb-p-lg-0 mb-p-lg-0  mt-p-41 \">Korzy\u015bci z integracji danych w jednym miejscu<\/h2>\n          <p class=\"section-features-block__description text-left text-lg-center m-auto mb-p-24 mb-p-lg-56\">Sp\u00f3jne dane to lepsza wsp\u00f3\u0142praca w organizacji\u2028i podstawa trafnych decyzji biznesowych. Dziesi\u0105tki system\u00f3w, aplikacji, baz danych i setki tysi\u0119cy plik\u00f3w \u2013 w tym \u0142atwo si\u0119 pogubi\u0107! Integracja \u017ar\u00f3de\u0142\u2028to \u0142\u0105czenie wszystkich danych w centralnym miejscu. Zwi\u0119ksza ona elastyczno\u015b\u0107 firmy i szybko\u015b\u0107 reakcji na potrzeby biznesowe.<\/p>\n          <div class=\"section-features-block__features row justify-content-between mb-p-24\">\n                          <div class=\"section-features-block__feature col-12 col-lg-5 mb-p-18 mb-p-lg-40\">\n                <div class=\"row\">\n                  <div class=\"col d-flex\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-features-block\/check_ico.svg\" class=\"section-features-block__icon img-fluid mb-p-10\" alt=\"Icon representing\">\n                    <h3 class=\"section-features-block__feature-title ml-p-15 mb-p-10\">Brak silos\u00f3w danych<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Integracja \u017ar\u00f3de\u0142 usuwa bariery mi\u0119dzy dzia\u0142ami w firmie. Sp\u00f3jne dane s\u0105 \u0142atwo dost\u0119pne dla zespo\u0142\u00f3w, co przyspiesza prac\u0119, zmniejsza ryzyko b\u0142\u0119d\u00f3w i wspiera podejmowanie lepszych decyzji.<\/p>\n              <\/div>\n                          <div class=\"section-features-block__feature col-12 col-lg-5 mb-p-18 mb-p-lg-40\">\n                <div class=\"row\">\n                  <div class=\"col d-flex\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-features-block\/check_ico.svg\" class=\"section-features-block__icon img-fluid mb-p-10\" alt=\"Icon representing\">\n                    <h3 class=\"section-features-block__feature-title ml-p-15 mb-p-10\">Szybki dost\u0119p do danych<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Automatyzacja pobierania danych ze \u017ar\u00f3de\u0142 eliminuje prac\u0119 r\u0119czn\u0105, zmniejsza koszty i ryzyko b\u0142\u0119d\u00f3w ludzkich. Dane przechowywane \u2028w jednym miejscu to tak\u017ce szybsza analityka i raportowanie. <\/p>\n              <\/div>\n                          <div class=\"section-features-block__feature col-12 col-lg-5 mb-p-18 mb-p-lg-40\">\n                <div class=\"row\">\n                  <div class=\"col d-flex\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-features-block\/check_ico.svg\" class=\"section-features-block__icon img-fluid mb-p-10\" alt=\"Icon representing\">\n                    <h3 class=\"section-features-block__feature-title ml-p-15 mb-p-10\">Lepsza integracja z systemami<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Po\u0142\u0105czenie danych w jednym miejscu zapewnia lepsz\u0105 jako\u015b\u0107 informacji nie tylko dla ludzi, ale te\u017c firmowych system\u00f3w, \u2028kt\u00f3rych wydajno\u015b\u0107 zale\u017cy w znaczniej mierze od \u0142atwo\u015bci dost\u0119pu do danych.<\/p>\n              <\/div>\n                          <div class=\"section-features-block__feature col-12 col-lg-5 mb-p-18 mb-p-lg-40\">\n                <div class=\"row\">\n                  <div class=\"col d-flex\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-features-block\/check_ico.svg\" class=\"section-features-block__icon img-fluid mb-p-10\" alt=\"Icon representing\">\n                    <h3 class=\"section-features-block__feature-title ml-p-15 mb-p-10\">Wy\u017csza jako\u015b\u0107 danych<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Sp\u00f3jne formaty, brak duplikat\u00f3w, czy nieprawdziwych danych\u2028to wi\u0119ksza precyzja pracy. To te\u017c mo\u017cliwo\u015bci u\u017cycia danych do usprawniania biznesu, np. personalizacji do\u015bwiadcze\u0144 klient\u00f3w.<\/p>\n              <\/div>\n                          <div class=\"section-features-block__feature col-12 col-lg-5 mb-p-18 mb-p-lg-40\">\n                <div class=\"row\">\n                  <div class=\"col d-flex\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-features-block\/check_ico.svg\" class=\"section-features-block__icon img-fluid mb-p-10\" alt=\"Icon representing\">\n                    <h3 class=\"section-features-block__feature-title ml-p-15 mb-p-10\">Szybsze i dok\u0142adniejsze wnioski<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Integracja \u017ar\u00f3de\u0142 i format\u00f3w danych przyspiesza analizy oraz zwi\u0119ksza precyzj\u0119 wniosk\u00f3w. Wspiera identyfikacj\u0119 zagro\u017ce\u0144\u2028i szans oraz wskazuje obszary do poprawy, np. w obs\u0142udze klienta.<\/p>\n              <\/div>\n                          <div class=\"section-features-block__feature col-12 col-lg-5 mb-p-18 mb-p-lg-40\">\n                <div class=\"row\">\n                  <div class=\"col d-flex\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-features-block\/check_ico.svg\" class=\"section-features-block__icon img-fluid mb-p-10\" alt=\"Icon representing\">\n                    <h3 class=\"section-features-block__feature-title ml-p-15 mb-p-10\">Kr\u00f3tszy time-to-market<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Przyspieszenie proces\u00f3w biznesowych dzi\u0119ki lepszemu dost\u0119powi do danych to najlepsza metoda na to, by dostarczy\u0107 grupie docelowej produkt, czy us\u0142ug\u0119 zanim zrobi to konkurencja.<\/p>\n              <\/div>\n                      <\/div>\n                                        <div class=\"section-features-block__cta d-flex flex-column flex-lg-row align-items-center justify-content-center\">\n            <p class=\"section-features-block__cta-content text-center text-lg-end mb-p-24 mb-p-lg-0 mr-p-lg-48\">Zintegruj dane i zwi\u0119ksz wydajno\u015b\u0107 firmy<\/p>\n            <a href=\"https:\/\/alterdata.com\/pl\/kontakt\/\" class=\"section-features-block__cta-button px-p-51 py-p-15\">Porozmawiajmy<\/a>\n          <\/div>\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div class=\"section-philosophy-block \"\n                  style=\"--section-philosophy-block-background-color: transparent;\"\n                >\n  <div class=\"container pt-p-48 pb-p-48 pt-p-lg-48 pb-p-lg-48\">\n    <div class=\"row align-items-center\">\n      <div class=\"section-philosophy-block__content col-12 col-lg-7\">\n        <h2 class=\"section-philosophy-block__title mb-p-40 mb-p-lg-40 pt-p-lg-40\">Nasza filozofia integracji \u017ar\u00f3de\u0142 danych<\/h2>\n        <div class=\"section-philosophy-block__description mb-p-lg-40 pb-p-lg-40\">\n          <p>Integracja danych to nie jednorazowe dzia\u0142anie, ale <strong>proces, \u2028kt\u00f3ry ewoluuje wraz z rozwojem firmy<\/strong>.<br \/>\nNaszym celem jest te\u017c edukowanie klient\u00f3w na temat znaczenia integracji i jej dobrych praktyk, kt\u00f3re daj\u0105 wymierne korzy\u015bci:<\/p>\n<ul>\n<li>metody dopasowanej do specyfiki \u017ar\u00f3de\u0142 (np. baz danych, API, system\u00f3w firmowych): batch, stream, full load, increment, etc.<\/li>\n<li>wyboru strategii ELT lub ETL do integracji danych,<\/li>\n<li>u\u017cycia rozwi\u0105za\u0144 gotowych lub przygotowywanych dla konkretnego klienta oraz wyboru optymalnych narz\u0119dzi.<\/li>\n<\/ul>\n<p>Integracja danych to <strong>pierwszy krok na drodze do zbudowania zaufania do danych i podejmowania trafnych decyzji<\/strong>, kt\u00f3re wspieraj\u0105 kr\u00f3tkoterminowe sukcesy i d\u0142ugofalowy rozw\u00f3j.<\/p>\n\n        <\/div>\n      <\/div>\n      <div class=\"section-philosophy-block__image col-12 col-lg-5 align-items-center justify-content-center d-none d-lg-flex\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/photo-3-1.png\" alt=\"Na zdj\u0119ciu przedstawiono u\u015bmiechni\u0119t\u0105, m\u0142od\u0105 kobiet\u0119 w okularach i spi\u0119tych w\u0142osach w kitk\u0119. Ubrana jest w bia\u0142\u0105 koszul\u0119 z koronkowym ko\u0142nierzykiem.\" class=\"section-philosophy-block__image-element img-fluid ml-p-lg-60\">\n              <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div class=\"section-case-study-block js-section-case-study-block \"\n                  style=\"--section-case-study-block-background-color: transparent;\"\n                          id=\"case-studies\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-case-study-block__inner py-p-48 py-p-lg-80\">\n                              <h2 class=\"section-case-study-block__heading m-auto mb-p-48 mb-p-lg-94 text-center\">Historie sukcesu \u2013 jak integracja danych zmieni\u0142a firmy naszych klient\u00f3w<\/h2>\n                    <div class=\"section-case-study-block__nav mb-p-16\">\n            <select class=\"section-case-study-block__select js-section-case-study-block-select d-block d-md-none mb-p-16 py-p-8 px-p-24 w-100\">\n                              <option value=\"0\">Ciep\u0142ownictwo i Energetyka<\/option>\n                              <option value=\"1\">Telekomunikacja<\/option>\n                              <option value=\"2\">Agencja reklamowa<\/option>\n                              <option value=\"3\">Digital Natives<\/option>\n                              <option value=\"4\">Gaming<\/option>\n                          <\/select>\n            <div class=\"d-none d-lg-block\">\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 section-case-study-block__nav-button--active\" data-index=\"0\">Ciep\u0142ownictwo i Energetyka<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"1\">Telekomunikacja<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"2\">Agencja reklamowa<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"3\">Digital Natives<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"4\">Gaming<\/span>\n                        <\/div>\n            <div class=\"section-case-study-block__indicator w-100 mt-p-40 mb-p-60 d-none d-lg-block\">\n              <div class=\"section-case-study-block__indicator-top d-flex flex-row justify-content-center align-items-center w-100\">\n                <div class=\"section-case-study-block__indicator-left w-100\"><\/div>\n                <div class=\"section-case-study-block__indicator-right w-100\"><\/div>\n              <\/div>\n              <div class=\"section-case-study-block__indicator-center js-section-case-study-block-indicator\"><\/div>\n            <\/div>\n          <\/div>\n          <div class=\"section-case-study-block__content\">\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row section-case-study-block__item--active\" data-index=\"0\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005765-2.png\" alt=\"Pomogli\u015bmy Celsium zbudowa\u0107 hurtowni\u0119 danych, kt\u00f3ra zredukowa\u0142a koszty o 180\u202f000 z\u0142 rocznie\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Pomogli\u015bmy Celsium zbudowa\u0107 hurtowni\u0119 danych, kt\u00f3ra zredukowa\u0142a koszty o 180\u202f000 z\u0142 rocznie<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Zintegrowali\u015bmy dane z licznik\u00f3w, SCADA, system\u00f3w billingowych i pogodowych w jednej hurtowni na Google Cloud Platform. Stworzyli\u015bmy zaawansowane procesy ETL, mechanizmy kontroli jako\u015bci danych i dashboardy w Tableau, wspieraj\u0105ce codzienn\u0105 analiz\u0119 produkcji i zu\u017cycia ciep\u0142a.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Wykrywanie awarii licznik\u00f3w w 1 dzie\u0144 (wcze\u015bniej miesi\u0105c), 3\u00d7 dziennie aktualizowane dane operacyjne i znaczne oszcz\u0119dno\u015bci dzi\u0119ki optymalizacji \u017ar\u00f3de\u0142 ciep\u0142a i lepszemu bilansowaniu popytu.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/transformacja-cyfrowa-celsium\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"1\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005766-3.png\" alt=\"Zbudowali\u015bmy nowoczesn\u0105 hurtowni\u0119 danych w GCP dla Polskiego \u015awiat\u0142owodu Otwartego\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Zbudowali\u015bmy nowoczesn\u0105 hurtowni\u0119 danych w GCP dla Polskiego \u015awiat\u0142owodu Otwartego<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Pomogli\u015bmy P\u015aO zaprojektowa\u0107 i wdro\u017cy\u0107 skalowaln\u0105 architektur\u0119 Data Lake na Google Cloud Platform. Zintegrowali\u015bmy 13 \u017ar\u00f3de\u0142 danych, stworzyli\u015bmy automatyczne procesy ELT, zabezpieczenia dost\u0119pu i model danych b\u0119d\u0105cy jednym \u017ar\u00f3d\u0142em prawdy w organizacji.\r\n<br><br>\r\n<strong>Efekt?<\/strong>  Niezale\u017cno\u015b\u0107 w raportowaniu, szybka integracja nowych system\u00f3w, gotowo\u015b\u0107 na przysz\u0142e potrzeby i oszcz\u0119dno\u015b\u0107 koszt\u00f3w dzi\u0119ki eliminacji infrastruktury on-premise.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/pso\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"2\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005767-2.png\" alt=\"Pomogli\u015bmy AMS wykorzysta\u0107 dane z no\u015bnik\u00f3w DOOH i utrzyma\u0107 pozycj\u0119 lidera reklamy zewn\u0119trznej\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Pomogli\u015bmy AMS wykorzysta\u0107 dane z no\u015bnik\u00f3w DOOH i utrzyma\u0107 pozycj\u0119 lidera reklamy zewn\u0119trznej<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Zbudowali\u015bmy nowoczesny ekosystem danych dla AMS \u2013 lidera reklamy OOH i DOOH. Po\u0142\u0105czyli\u015bmy dane z no\u015bnik\u00f3w, system\u00f3w wewn\u0119trznych, Proxi.cloud i CitiesAI, tworz\u0105c jednolit\u0105 hurtowni\u0119 danych w BigQuery z analiz\u0105 w czasie zbli\u017conym do rzeczywistego.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Targetowanie oparte na danych, automatyzacja kampanii, lepsze wyniki dla klient\u00f3w i umocnienie pozycji rynkowej dzi\u0119ki programmatic buying w oparciu o rzeczywisty zasi\u0119g.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/ams\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"3\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005768-2.png\" alt=\"Pomogli\u015bmy Tutlo zautomatyzowa\u0107 integracj\u0119 danych i zbudowa\u0107 nowoczesne ETL w czasie rzeczywistym\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Pomogli\u015bmy Tutlo zautomatyzowa\u0107 integracj\u0119 danych i zbudowa\u0107 nowoczesne ETL w czasie rzeczywistym<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">We wsp\u00f3\u0142pracy z zespo\u0142em Tutlo zaprojektowali\u015bmy i wdro\u017cyli\u015bmy architektur\u0119 integracji danych opart\u0105 o bezserwerowe komponenty Google Cloud. System umo\u017cliwia synchronizacj\u0119 danych z dziesi\u0105tek \u017ar\u00f3de\u0142 \u2013 w tym CRM \u2013 z pe\u0142nym monitoringiem, automatyzacj\u0105 CI\/CD i gotowo\u015bci\u0105 do dalszej skalowalno\u015bci.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Stabilny i elastyczny ekosystem danych, gotowy na automatyzacj\u0119 proces\u00f3w, projekty ML i dynamiczny rozw\u00f3j platformy edukacyjnej.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/transformacja-etl-tutlo\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"4\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005769-2.png\" alt=\"Pomogli\u015bmy FunCraft prognozowa\u0107 ROI i optymalizowa\u0107 bud\u017cety UA w bran\u017cy mobile gaming\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Pomogli\u015bmy FunCraft prognozowa\u0107 ROI i optymalizowa\u0107 bud\u017cety UA w bran\u017cy mobile gaming<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Dla ameryka\u0144skiego studia gier wdro\u017cyli\u015bmy kompleksowe rozwi\u0105zanie BI, integruj\u0105c dane z Adjust, sklep\u00f3w i platform reklamowych do hurtowni BigQuery. Zbudowali\u015bmy zaawansowane dashboardy w Looker Studio oraz modele predykcyjne ROI, kt\u00f3re umo\u017cliwiaj\u0105 podejmowanie trafnych decyzji bud\u017cetowych \u2013 nawet przy d\u0142ugim cyklu zwrotu z inwestycji.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Zesp\u00f3\u0142 marketingu FunCraft dzia\u0142a szybciej, skuteczniej i z pe\u0142n\u0105 kontrol\u0105 nad danymi.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/optymalizacja-budzetow-marketingowych-i-prognozowanie-rentownosci-w-funcraft-inc\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                      <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-challenges-block \"\n                          id=\"problemy\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-challenges-block__inner my-p-48 pt-p-lg-80 pb-p-lg-120\">\n          <div class=\"section-challenges-block__content\">\n            <p class=\"section-challenges-block__subtitle mb-p-24 mb-p-lg-40 text-left\">Lepsze dane to lepsze decyzje biznesowe<\/p>\n            <h2 class=\"section-challenges-block__title text-left pb-p-10 mb-p-48 mb-p-lg-80\">4 problemy w firmie, kt\u00f3re \u0142atwo\u2028rozwi\u0105\u017cesz dzi\u0119ki integracji \u017ar\u00f3de\u0142:<\/h2>\n            <div class=\"section-challenges-block__items row mx-n4\">\n                              <div class=\"section-challenges-block__item col-lg-5 px-p-16 py-p-16 mb-p-16 mb-p-lg-24 mx-p-lg-40\" >\n                  <div class=\"section-challenges-block__item-inner row px-p-lg-40 py-p-lg-32\">\n                    <div class=\"col-1 p-0 text-center\">\n                      <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-challenges-block\/circle_ico.svg\" class=\"section-challenges-block__icon\" alt=\"Icon circle\" >\n                    <\/div>\n                    <div class=\"col-11\">\n                      <h3 class=\"section-challenges-block__item-title mb-p-lg-10\">Z\u0142e dane i brak integracji<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Brak jednolitej struktury danych, \u2028ich niska jako\u015b\u0107 i b\u0142\u0119dy integracji prowadz\u0105 do z\u0142ych wniosk\u00f3w z analiz.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-challenges-block__item col-lg-5 px-p-16 py-p-16 mb-p-16 mb-p-lg-24 mx-p-lg-40\" >\n                  <div class=\"section-challenges-block__item-inner row px-p-lg-40 py-p-lg-32\">\n                    <div class=\"col-1 p-0 text-center\">\n                      <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-challenges-block\/circle_ico.svg\" class=\"section-challenges-block__icon\" alt=\"Icon circle\" >\n                    <\/div>\n                    <div class=\"col-11\">\n                      <h3 class=\"section-challenges-block__item-title mb-p-lg-10\">Praca r\u0119czna zmniejsza efektywno\u015b\u0107<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Manualne \u0142\u0105czenie danych z r\u00f3\u017cnych \u017ar\u00f3de\u0142 jest czasoch\u0142onne, nieefektywne \u2028i obci\u0105\u017cone ryzykiem b\u0142\u0119d\u00f3w ludzkich.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-challenges-block__item col-lg-5 px-p-16 py-p-16 mb-p-16 mb-p-lg-24 mx-p-lg-40\" >\n                  <div class=\"section-challenges-block__item-inner row px-p-lg-40 py-p-lg-32\">\n                    <div class=\"col-1 p-0 text-center\">\n                      <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-challenges-block\/circle_ico.svg\" class=\"section-challenges-block__icon\" alt=\"Icon circle\" >\n                    <\/div>\n                    <div class=\"col-11\">\n                      <h3 class=\"section-challenges-block__item-title mb-p-lg-10\">Utrudniony dost\u0119p do informacji<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Brak centralizacji danych to ich r\u0119czne pobieranie, a w efekcie wiele \u017ar\u00f3de\u0142 prawdy i brak zaufania do danych.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-challenges-block__item col-lg-5 px-p-16 py-p-16 mb-p-16 mb-p-lg-24 mx-p-lg-40\" >\n                  <div class=\"section-challenges-block__item-inner row px-p-lg-40 py-p-lg-32\">\n                    <div class=\"col-1 p-0 text-center\">\n                      <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-challenges-block\/circle_ico.svg\" class=\"section-challenges-block__icon\" alt=\"Icon circle\" >\n                    <\/div>\n                    <div class=\"col-11\">\n                      <h3 class=\"section-challenges-block__item-title mb-p-lg-10\">Niepotrzebne wydatki<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Bez integracji nie mo\u017cesz zrezygnowa\u0107 \u2028z cz\u0119\u015bci system\u00f3w, kt\u00f3re w przypadku optymalizacji s\u0105 ca\u0142kowicie zb\u0119dne.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                          <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-implementing-data-block \"\n                          id=\"dlaczego-alterdata\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-implementing-data-block__inner my-p-60\">\n          <div class=\"section-implementing-data-block__content\">\n                        <h2 class=\"section-implementing-data-block__title text-center mb-p-48 mb-p-lg-48 pb-p-16 pb-p-lg-16 mx-auto\">Integracja \u017ar\u00f3de\u0142 z Alterdata: kompetencje, do\u015bwiadczenie i biznesowe podej\u015bcie<\/h2>\n            <div class=\"section-implementing-data-block__items row justify-content-center mb-p-48\">\n                              <div class=\"section-implementing-data-block__box col-12 col-lg-6\">\n                  <div class=\"section-implementing-data-block-inner d-flex row flex-row align-items-start justify-content-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"col-12 col-lg-3 mx-auto text-center\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/icon-puzzle-2.png\" class=\"section-implementing-data-block__icon mb-p-16\" alt=\"Benefit Icon\">\n                    <\/div>\n                    <div class=\"col-12 col-lg-9\">\n                    <h3 class=\"section-implementing-data-block__box-title mb-p-8\">Realizacja end-to-end<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">Planujemy, projektujemy i wdra\u017camy integracj\u0119 \u017ar\u00f3de\u0142 dostosowan\u0105 do Twoich potrzeb i cel\u00f3w biznesowych.\r\n\r\nDoradzamy najlepsze rozwi\u0105zania \u2028na podstawie naszego do\u015bwiadczenia.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-implementing-data-block__box col-12 col-lg-6\">\n                  <div class=\"section-implementing-data-block-inner d-flex row flex-row align-items-start justify-content-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"col-12 col-lg-3 mx-auto text-center\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/icon-tools-2.png\" class=\"section-implementing-data-block__icon mb-p-16\" alt=\"Benefit Icon\">\n                    <\/div>\n                    <div class=\"col-12 col-lg-9\">\n                    <h3 class=\"section-implementing-data-block__box-title mb-p-8\">Szeroki tech-stack<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">Stosujemy najnowsze i najbardziej wydajne technologie od 3 wiod\u0105cych dostawc\u00f3w rozwi\u0105za\u0144 chmurowych.\r\n\r\nPozwala to nam zaoferowa\u0107 integracj\u0119 idealnie dobran\u0105 do Twoich potrzeb.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-implementing-data-block__box col-12 col-lg-6\">\n                  <div class=\"section-implementing-data-block-inner d-flex row flex-row align-items-start justify-content-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"col-12 col-lg-3 mx-auto text-center\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/icon-experts-2.png\" class=\"section-implementing-data-block__icon mb-p-16\" alt=\"Benefit Icon\">\n                    <\/div>\n                    <div class=\"col-12 col-lg-9\">\n                    <h3 class=\"section-implementing-data-block__box-title mb-p-8\">Certyfikowani specjali\u015bci<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">Nasi eksperci maj\u0105 aktualn\u0105 wiedz\u0119 i do\u015bwiadczenie z r\u00f3\u017cnymi bran\u017cami oraz modelami prowadzenia biznesu.\r\n\r\nTe kompetencje pozwalaj\u0105 im wybiera\u0107 rozwi\u0105zania, kt\u00f3re gwarantuj\u0105 sukces.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-implementing-data-block__box col-12 col-lg-6\">\n                  <div class=\"section-implementing-data-block-inner d-flex row flex-row align-items-start justify-content-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"col-12 col-lg-3 mx-auto text-center\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/icon-target-2.png\" class=\"section-implementing-data-block__icon mb-p-16\" alt=\"Benefit Icon\">\n                    <\/div>\n                    <div class=\"col-12 col-lg-9\">\n                    <h3 class=\"section-implementing-data-block__box-title mb-p-8\">Rozwi\u0105zania dla sukcesu<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">\u0141\u0105czymy zrozumienie cel\u00f3w firmy z umiej\u0119tno\u015bci\u0105 tworzenia rozwi\u0105za\u0144, kt\u00f3re pozwalaj\u0105 je skutecznie osi\u0105ga\u0107.\r\n\r\nNaszym priorytetem jest efektywno\u015b\u0107 i maksymalna warto\u015b\u0107 dla klienta. <\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-implementing-data-block__box col-12 col-lg-6\">\n                  <div class=\"section-implementing-data-block-inner d-flex row flex-row align-items-start justify-content-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"col-12 col-lg-3 mx-auto text-center\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/icon-cut-2.png\" class=\"section-implementing-data-block__icon mb-p-16\" alt=\"Benefit Icon\">\n                    <\/div>\n                    <div class=\"col-12 col-lg-9\">\n                    <h3 class=\"section-implementing-data-block__box-title mb-p-8\">Dopasowane us\u0142ugi<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">Nie sprzedajemy gotowych produkt\u00f3w. Tworzymy dopasowane rozwi\u0105zania, kt\u00f3re realizuj\u0105 Twoje cele biznesowe. \r\n\r\nSkupiamy si\u0119 na efektach i na ka\u017cdym kroku s\u0142uchamy uwag interesariuszy.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-implementing-data-block__box col-12 col-lg-6\">\n                  <div class=\"section-implementing-data-block-inner d-flex row flex-row align-items-start justify-content-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"col-12 col-lg-3 mx-auto text-center\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/icon-experts-2.png\" class=\"section-implementing-data-block__icon mb-p-16\" alt=\"Benefit Icon\">\n                    <\/div>\n                    <div class=\"col-12 col-lg-9\">\n                    <h3 class=\"section-implementing-data-block__box-title mb-p-8\">Wygodna wsp\u00f3\u0142praca<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">Tworzymy zesp\u00f3\u0142 do Twojego projektu i rozliczamy wy\u0142\u0105cznie zaraportowany czas pracy nad Twoim rozwi\u0105zaniem.\r\n\r\nZesp\u00f3\u0142 dost\u0119pny jest elastycznie, a Ty p\u0142acisz tylko za wykorzystany czas.<\/p>\n                    <\/div>\n                  <\/div>\n                <\/div>\n                          <\/div>\n            <div class=\"section-implementing-data-block__cta row d-flex justify-content-between mt-p-48\">\n              <div class=\"col-12 col-lg-8 d-flex justify-content-center justify-content-lg-end align-items-center\">\n                <p class=\"section-implementing-data-block__cta-content text-center text-lg-end mr-p-lg-48 mb-p-24 mb-p-lg-0 pt-p-24 pt-p-lg-0\">Zintegruj dane i zwi\u0119ksz wydajno\u015b\u0107 firmy<\/p>\n              <\/div>\n              <div class=\"col-12 col-lg-4 d-flex justify-content-center justify-content-lg-start\">\n                <a href=\"https:\/\/alterdata.com\/pl\/kontakt\/\" class=\"section-implementing-data-block__cta-button px-p-51 py-p-15\">Porozmawiajmy<\/a>\n              <\/div>\n            <\/div>\n          <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n\n<div class=\"section-case-study-block js-section-case-study-block \"\n                  style=\"--section-case-study-block-background-color: transparent;\"\n                          id=\"metody-integracji\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-case-study-block__inner py-p-48 py-p-lg-80\">\n                              <h2 class=\"section-case-study-block__heading m-auto mb-p-48 mb-p-lg-94 text-center\">Metody integracji \u017ar\u00f3de\u0142 danych<\/h2>\n                    <div class=\"section-case-study-block__nav mb-p-16\">\n            <select class=\"section-case-study-block__select js-section-case-study-block-select d-block d-md-none mb-p-16 py-p-8 px-p-24 w-100\">\n                              <option value=\"0\">ETL<\/option>\n                              <option value=\"1\">ELT <\/option>\n                              <option value=\"2\">Streaming<\/option>\n                              <option value=\"3\">Batch<\/option>\n                              <option value=\"4\">Increment<\/option>\n                              <option value=\"5\">Full Load<\/option>\n                          <\/select>\n            <div class=\"d-none d-lg-block\">\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 section-case-study-block__nav-button--active\" data-index=\"0\">ETL<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"1\">ELT <\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"2\">Streaming<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"3\">Batch<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"4\">Increment<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"5\">Full Load<\/span>\n                        <\/div>\n            <div class=\"section-case-study-block__indicator w-100 mt-p-40 mb-p-60 d-none d-lg-block\">\n              <div class=\"section-case-study-block__indicator-top d-flex flex-row justify-content-center align-items-center w-100\">\n                <div class=\"section-case-study-block__indicator-left w-100\"><\/div>\n                <div class=\"section-case-study-block__indicator-right w-100\"><\/div>\n              <\/div>\n              <div class=\"section-case-study-block__indicator-center js-section-case-study-block-indicator\"><\/div>\n            <\/div>\n          <\/div>\n          <div class=\"section-case-study-block__content\">\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row section-case-study-block__item--active\" data-index=\"0\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/Frame-198.png\" alt=\"ETL (Extract, transform, load)\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">ETL (Extract, transform, load)<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Procesy ETL (wyodr\u0119bnij, przekszta\u0142\u0107, za\u0142aduj) identyfikuj\u0105 dane, kopiuj\u0105 je ze \u017ar\u00f3de\u0142, a nast\u0119pnie przekszta\u0142caj\u0105 przed za\u0142adowaniem do docelowego repozytorium. Pozwalaj\u0105 one szybko gromadzi\u0107 dane, przetwarza\u0107 je i podejmowa\u0107 na ich podstawie decyzje.<\/p>\n                  <a href=\"\" class=\"section-case-study-block__link\"><\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"1\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/Frame-198-1.png\" alt=\"ELT (Extract, load, transform)\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">ELT (Extract, load, transform)<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Procesy ELT (wyodr\u0119bnij, za\u0142aduj, przekszta\u0142\u0107) to inne podej\u015bcie do integracji danych, polegaj\u0105 na ich pobraniu i za\u0142adowaniu do hurtowni danych, gdzie nast\u0119pnie s\u0105 przekszta\u0142cane. Procesy ELT s\u0105 u\u017cywane m.in. w rozwi\u0105zaniach chmurowych oraz uczeniu maszynowym.<\/p>\n                  <a href=\"\" class=\"section-case-study-block__link\"><\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"2\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/Frame-198-3.png\" alt=\"Streaming\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Streaming<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Streaming, czyli przesy\u0142anie strumieniowe, to proces, kt\u00f3ry przesy\u0142a dane do repozytorium w spos\u00f3b ci\u0105g\u0142y. Pozwala to na analizy w czasie rzeczywistym i wspiera znacznie szybsze reakcje organizacji na wszelkie zmiany dokonuj\u0105ce si\u0119 w jej wn\u0119trzu lub w otoczeniu.<\/p>\n                  <a href=\"\" class=\"section-case-study-block__link\"><\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"3\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/Frame-198-4.png\" alt=\"Batch\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Batch<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Batch to spos\u00f3b przesy\u0142ania polegaj\u0105cy na gromadzeniu danych \u2028w du\u017cych pakietach i przesy\u0142aniu ich w ustalonych interwa\u0142ach. \u2028Dane te s\u0105 za ka\u017cdym razem zbierane, przetwarzane i przesy\u0142ane jako jeden blok, a nie pojedyncze rekordy w czasie rzeczywistym<\/p>\n                  <a href=\"\" class=\"section-case-study-block__link\"><\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"4\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/Frame-198-5.png\" alt=\"Increment\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Increment<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">To proces \u0142adowania danych polegaj\u0105cy na uzupe\u0142nieniu istniej\u0105cej ju\u017c bazy danych o nowe rekordy, bez zmiany tych, kt\u00f3re by\u0142y w niej wcze\u015bniej. Takie rozwi\u0105zanie sprawdza si\u0119 w przypadku, gdy wolumen danych jest zbyt du\u017cy, by pe\u0142ne od\u015bwie\u017canie by\u0142o praktyczne.<\/p>\n                  <a href=\"\" class=\"section-case-study-block__link\"><\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"5\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/11\/Frame-198-6.png\" alt=\"Full Load\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Full Load<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">To aktualizacja istniej\u0105cych rekord\u00f3w w spos\u00f3b, kt\u00f3ry nie uzupe\u0142nia,\u2028a ca\u0142kowicie zast\u0119puje wcze\u015bniejsze informacje nowymi, co umo\u017cliwia precyzyjne odzwierciedlenie stanu rzeczywistego przez dane.<\/p>\n                  <a href=\"\" class=\"section-case-study-block__link\"><\/a>\n                <\/div>\n              <\/div>\n                      <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-tools-and-technologies-block js-section-tools-and-technologies-block \"\n                  style=\"--section-tools-and-technologies-block-background-color: transparent;\"\n                          id=\"tech-stack\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-tools-and-technologies-block__inner py-p-48 py-p-lg-60\">\n          <h2 class=\"section-tools-and-technologies-block__title mb-p-36 mb-p-lg-40\">Tech stack: fundament naszej pracy<\/h2>\n          <p class=\"section-tools-and-technologies-block__description mb-p-24\">Poznaj narz\u0119dzia i technologie, kt\u00f3re nap\u0119dzaj\u0105 rozwi\u0105zania tworzone przez Alterdata.<\/p>\n          <div class=\"section-tools-and-technologies-block__content row\">\n            <div class=\"section-tools-and-technologies-block__buttons col-12 col-lg-4 d-none d-lg-flex flex-column align-items-center justify-content-center\">\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-block-button w-100 text-center mb-p-12 py-p-13 section-tools-and-technologies-block__button--active\" data-index=\"0\">Jeziora danych i Lakehouses<\/span>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-block-button w-100 text-center mb-p-12 py-p-13 \" data-index=\"1\">Potoki ETL\/ELT i Streaming<\/span>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-block-button w-100 text-center mb-p-12 py-p-13 \" data-index=\"2\">Us\u0142ugi bezserwerowe<\/span>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-block-button w-100 text-center mb-p-12 py-p-13 \" data-index=\"3\">Hurtownie danych w chmurze<\/span>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-block-button w-100 text-center mb-p-12 py-p-13 \" data-index=\"4\">Narz\u0119dzia do transformacji danych<\/span>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-block-button w-100 text-center mb-p-12 py-p-13 \" data-index=\"5\">Business Intelligence<\/span>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-block-button w-100 text-center mb-p-12 py-p-13 \" data-index=\"6\">Automatyzacja i orkiestracja danych<\/span>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-block-button w-100 text-center mb-p-12 py-p-13 \" data-index=\"7\">ML &#038; AI<\/span>\n                          <\/div>\n            <div class=\"section-tools-and-technologies-block__indicator col-lg-1 mt-p-12 mb-p-12 d-none d-lg-block\">\n              <div class=\"section-tools-and-technologies-block__indicator-top d-flex flex-column w-100\">\n                <div class=\"section-tools-and-technologies-block__indicator-left\"><\/div>\n                <div class=\"section-tools-and-technologies-block__indicator-right\"><\/div>\n              <\/div>\n              <div class=\"section-tools-and-technologies-block__indicator-center js-section-tools-and-technologies-block-indicator-center\"><\/div>\n            <\/div>\n            <div class=\"section-tools-and-technologies-block__details d-flex flex-column js-section-tools-and-technologies-block-details col-12 col-lg-7\">\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-mobile-button w-100 text-center  mb-p-12 py-p-13 d-inline-block d-lg-none\" data-index=\"0\">\n                  Jeziora danych i Lakehouses\n                <\/span>\n\n                <div class=\"section-tools-and-technologies-block__set js-section-tools-and-technologies-block-set row section-tools-and-technologies-block__set--active\" id=\"tools-set-0\">\n                  <div class=\"section-tools-and-technologies-block__indicator-mob col-lg-1 mt-p-12 mb-p-12 d-lg-none\">\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-top d-flex flex-row justify-content-center align-items-center w-100\">\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-left w-100\"><\/div>\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-right w-100\"><\/div>\n                    <\/div>\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-center\"><\/div>\n                  <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/66d66fbb1a06b-Google-Cloud-Storage-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Google Cloud Storage<\/strong> umo\u017cliwia przechowywania danych w chmurze i wydajno\u015b\u0107, elastyczne zarz\u0105dzanie du\u017cymi zbiorami danych.\r\nZapewnia \u0142atwy dost\u0119p do danych \u2028i wsparcie zaawansowanych analiz.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/images-3.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Azure Data Lake Storage<\/strong> to us\u0142uga przechowywania oraz analizowania danych ustrukturyzowanych \u2028i nieustrukturyzowanych w chmurze, stworzona przez Microsoft.\r\n\r\nData Lake Storage jest skalowalne \u2028i obs\u0142uguje r\u00f3\u017cne formaty danych.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/png-clipart-amazon-com-amazon-s3-amazon-web-services-aws-lambda-cloud-storage-cloud-computing-angle-rectangle-thumbnail-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Amazon S3<\/strong> to us\u0142uga chmurowa do bezpiecznego przechowywania danych o praktycznie nieograniczonej skalowalno\u015bci.\r\n\r\nJest wydajna i zapewnia sp\u00f3jno\u015b\u0107 oraz \u0142atwy dost\u0119pu do danych.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/unnamed-1-2.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Databricks<\/strong> to chmurowa platforma analityczna, \u0142\u0105cz\u0105ca in\u017cynieri\u0119 i analiz\u0119 danych oraz machine learning i modele predykcyjne.\r\n\r\nZ wysok\u0105 wydajno\u015bci\u0105 przetwarza ona tak\u017ce du\u017ce zbiory danych.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/social-image-v2-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Microsoft Fabric<\/strong> to zintegrowane \u015brodowisko analityczne, \u0142\u0105cz\u0105ce w r\u00f3\u017cne narz\u0119dzia, takie jak Power BI, Data Factory, czy Synapse. \r\n\r\nPlatforma obs\u0142uguje ca\u0142y cyklu \u017cycia danych, integracj\u0119, przetwarzanie, analiz\u0119 i wizualizacj\u0119 wynik\u00f3w.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Azure-Synapse-Logo-PNG@ZEEVECTOR-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Google Big Lake<\/strong> to us\u0142uga, kt\u00f3ra \u0142\u0105czy w sobie cechy hurtowni oraz jezior danych i u\u0142atwia zarz\u0105dzanie danymi w r\u00f3\u017cnych formatach oraz lokalizacjach. \r\n\r\nPozwala tak\u017ce przetwarza\u0107 du\u017ce zbiory danych bez przenoszenia mi\u0119dzy systemami.<\/p>\n                    <\/div>\n                                  <\/div>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-mobile-button w-100 text-center  mb-p-12 py-p-13 d-inline-block d-lg-none\" data-index=\"1\">\n                  Potoki ETL\/ELT i Streaming\n                <\/span>\n\n                <div class=\"section-tools-and-technologies-block__set js-section-tools-and-technologies-block-set row \" id=\"tools-set-1\">\n                  <div class=\"section-tools-and-technologies-block__indicator-mob col-lg-1 mt-p-12 mb-p-12 d-lg-none\">\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-top d-flex flex-row justify-content-center align-items-center w-100\">\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-left w-100\"><\/div>\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-right w-100\"><\/div>\n                    <\/div>\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-center\"><\/div>\n                  <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/images-2.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Google Cloud Dataflow<\/strong> do us\u0142uga przetwarzania du\u017cych ilo\u015bci danych oparta na Apache Beam. \r\n\r\nWspiera rozproszone przetwarzanie danych w czasie rzeczywistym oraz zaawansowane analizy<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/azure-data-factory2539-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Azure Data Factory<\/strong> to us\u0142uga integracji danych w chmurze, kt\u00f3ra automatyzuje przep\u0142ywy danych i orkiestruje procesy przetwarzania.\r\n\r\nUmo\u017cliwia \u0142\u0105czenie danych ze \u017ar\u00f3de\u0142 chmurowych i lokalnych do przetwarzania w jednym \u015brodowisku.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/kafka-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Apache Kafka<\/strong> przetwarza w czasie rzeczywistym strumienie danych\u2028i wspiera zarz\u0105dzanie du\u017cymi ilo\u015bciami danych z r\u00f3\u017cnych \u017ar\u00f3de\u0142.\r\n\r\nPozwala analizowa\u0107 zdarzenia natychmiast po ich wyst\u0105pieniu.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/626a7bbfb11ca86126daf99b_5fc5067732c4f5a49d4bdf34_1200px-Cloud-Pub-Sub-Logo-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Pub\/Sub<\/strong> s\u0142u\u017cy do przesy\u0142ania wiadomo\u015bci mi\u0119dzy aplikacjami, przetwarzania strumieni danych \u2028w czasie rzeczywistym, ich analizy \u2028i tworzenia kolejek komunikat\u00f3w.\r\n\r\nDobrze integruje si\u0119 z mikrous\u0142ugami oraz architekturami sterowanymi zdarzeniami (EDA).<\/p>\n                    <\/div>\n                                  <\/div>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-mobile-button w-100 text-center  mb-p-12 py-p-13 d-inline-block d-lg-none\" data-index=\"2\">\n                  Us\u0142ugi bezserwerowe\n                <\/span>\n\n                <div class=\"section-tools-and-technologies-block__set js-section-tools-and-technologies-block-set row \" id=\"tools-set-2\">\n                  <div class=\"section-tools-and-technologies-block__indicator-mob col-lg-1 mt-p-12 mb-p-12 d-lg-none\">\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-top d-flex flex-row justify-content-center align-items-center w-100\">\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-left w-100\"><\/div>\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-right w-100\"><\/div>\n                    <\/div>\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-center\"><\/div>\n                  <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/google-cloud-run-icon-2048x1840-x12dqzzh-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Google Cloud Run<\/strong> obs\u0142uguje aplikacje kontenerowe w skalowalny\u2028i zautomatyzowany spos\u00f3b, przez co optymalizuje koszty oraz zasoby. \r\n\r\nPozwala na elastyczne i wydajne zarz\u0105dzanie aplikacjami w chmurze, zmniejszaj\u0105c obci\u0105\u017cenie prac\u0105.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/png-clipart-microsoft-azure-serverless-computing-aws-lambda-function-as-a-service-cloud-computing-angle-text-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Azure Functions<\/strong>to inne rozwi\u0105zanie bezserwerowe, kt\u00f3re uruchamia kod w reakcji na zdarzenia, eliminuj\u0105c potrzeb\u0119 zarz\u0105dzania serwerami.\r\n\r\nJego inne zalety to mo\u017cliwo\u015b\u0107 automatyzowania proces\u00f3w oraz integrowania r\u00f3\u017cnych us\u0142ug.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/pngwing.com1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>AWS Lambda<\/strong> to sterowana zdarzeniami, bezserwerowa funkcja jako us\u0142uga (FaaS), kt\u00f3ra umo\u017cliwia automatyczne uruchamianie kodu \u2028w odpowiedzi na zdarzenia. \r\n\r\nPozwala uruchamia\u0107 aplikacje \u2028bez infrastruktury serwerowej.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/bCZpcYch_400x400-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Azure App Service<\/strong> to platforma chmurowa, s\u0142u\u017c\u0105ca do uruchamiania aplikacji webowych i mobilnych.\r\n\r\nOferuje automatyczne skalowanie zasob\u00f3w i integracj\u0119 z narz\u0119dziami DevOps, (np. GitHub, Azure DevOps)<\/p>\n                    <\/div>\n                                  <\/div>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-mobile-button w-100 text-center  mb-p-12 py-p-13 d-inline-block d-lg-none\" data-index=\"3\">\n                  Hurtownie danych w chmurze\n                <\/span>\n\n                <div class=\"section-tools-and-technologies-block__set js-section-tools-and-technologies-block-set row \" id=\"tools-set-3\">\n                  <div class=\"section-tools-and-technologies-block__indicator-mob col-lg-1 mt-p-12 mb-p-12 d-lg-none\">\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-top d-flex flex-row justify-content-center align-items-center w-100\">\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-left w-100\"><\/div>\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-right w-100\"><\/div>\n                    <\/div>\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-center\"><\/div>\n                  <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/SNOW-35164165-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Snowflake<\/strong> to platforma, kt\u00f3ra umo\u017cliwia przechowywanie, przetwarzanie i analizowanie du\u017cych zbior\u00f3w danych w chmurze.\r\nJest \u0142atwo skalowalna, wydajna, zapewnia te\u017c sp\u00f3jno\u015b\u0107 oraz \u0142atwy dost\u0119pu do danych.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/png-transparent-amazon-com-amazon-redshift-amazon-web-services-amazon-relational-database-service-database-miscellaneous-blue-angle-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Amazon Redshift<\/strong> to hurtownia danych w chmurze, kt\u00f3ra umo\u017cliwia szybkie przetwarzanie i analizowanie du\u017cych zbior\u00f3w danych.\r\nRedshift oferuje tak\u017ce tworzenie z\u0142o\u017conych analiz i raport\u00f3w z danych w czasie rzeczywistym.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/google_bigquery_logo_icon_168150-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>BigQuery<\/strong> to skalowalna platforma analizy danych od Google Cloud. Umo\u017cliwia ona szybkie przetwarzanie du\u017cych zbior\u00f3w danych, analityk\u0119 oraz zaawansowane raportowanie.\r\nU\u0142atwia dost\u0119p do danych dzi\u0119ki integracji z r\u00f3\u017cnymi ich \u017ar\u00f3d\u0142ami.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/azure-synapse-analytics6078-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Azure Synapse Analytics<\/strong>\u2028to platforma \u0142\u0105cz\u0105ca hurtowni\u0119 danych, przetwarzanie big data oraz analityk\u0119 w czasie rzeczywistym.\r\nUmo\u017cliwia przeprowadzanie skomplikowanych analiz na du\u017cych wolumenach danych.<\/p>\n                    <\/div>\n                                  <\/div>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-mobile-button w-100 text-center  mb-p-12 py-p-13 d-inline-block d-lg-none\" data-index=\"4\">\n                  Narz\u0119dzia do transformacji danych\n                <\/span>\n\n                <div class=\"section-tools-and-technologies-block__set js-section-tools-and-technologies-block-set row \" id=\"tools-set-4\">\n                  <div class=\"section-tools-and-technologies-block__indicator-mob col-lg-1 mt-p-12 mb-p-12 d-lg-none\">\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-top d-flex flex-row justify-content-center align-items-center w-100\">\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-left w-100\"><\/div>\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-right w-100\"><\/div>\n                    <\/div>\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-center\"><\/div>\n                  <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/DBT-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Data Build Tool<\/strong> umo\u017cliwia \u0142atw\u0105 transformacj\u0119 i modelowanie danych bezpo\u015brednio w bazach danych.\r\nPozwala tworzy\u0107 z\u0142o\u017cone struktury, automatyzowa\u0107 procesy i zarz\u0105dza\u0107 modelami danych w SQL.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/01\/db2310455dd76b2cd290f67635f6fa78-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Dataform<\/strong> jest cz\u0119\u015bci\u0105 Google Cloud, kt\u00f3ra automatyzuje transformacj\u0119 danych w BigQuery, w oparciu o j\u0119zyk zapyta\u0144 SQL. \r\nWspiera bezserwerow\u0105 orkiestracj\u0119 strumieni danych i umo\u017cliwia prac\u0119 zespo\u0142ow\u0105 z danymi.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/pandas-icon-logo-BE10401BF1-seeklogo.com-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Pandas<\/strong> to biblioteka struktur danych oraz narz\u0119dzi analitycznych\u2028w j\u0119zyku Python. Jest przydatna w manipulowaniu danymi i analizach.\r\nPandas jest u\u017cywana szczeg\u00f3lnie\u2028w statystyce i machine learningu.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/images-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>PySpark<\/strong> to interfejs API dla Apache Spark, kt\u00f3ry pozwala przetwarza\u0107 du\u017ce ilo\u015bci danych w rozproszonym  \u015brodowisku, w czasie rzeczywistym.\r\nTo narz\u0119dzie jest proste w u\u017cyciu oraz wszechstronne w dzia\u0142aniu.<\/p>\n                    <\/div>\n                                  <\/div>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-mobile-button w-100 text-center  mb-p-12 py-p-13 d-inline-block d-lg-none\" data-index=\"5\">\n                  Business Intelligence\n                <\/span>\n\n                <div class=\"section-tools-and-technologies-block__set js-section-tools-and-technologies-block-set row \" id=\"tools-set-5\">\n                  <div class=\"section-tools-and-technologies-block__indicator-mob col-lg-1 mt-p-12 mb-p-12 d-lg-none\">\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-top d-flex flex-row justify-content-center align-items-center w-100\">\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-left w-100\"><\/div>\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-right w-100\"><\/div>\n                    <\/div>\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-center\"><\/div>\n                  <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/looker_studio_2_2_1_cf27087aa5-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Looker Studio<\/strong> to narz\u0119dzie s\u0142u\u017c\u0105ce do eksploracji i zaawansowanej wizualizacji danych pochodz\u0105cych z r\u00f3\u017cnych \u017ar\u00f3de\u0142, w formie czytelnych raport\u00f3w, wykres\u00f3w i dashboard\u00f3w. \r\n\r\nU\u0142atwia wsp\u00f3\u0142dzielenie danych oraz wspiera r\u00f3wnoczesn\u0105 prac\u0119 wielu os\u00f3b, bez potrzeby kodowania.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/TB-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Tableau<\/strong>, aplikacja od Salesforce, to wszechstronne narz\u0119dzie do analiz i wizualizacji danych, idealne dla os\u00f3b szukaj\u0105cych intuicyjnych rozwi\u0105za\u0144. \r\n\r\nCenione za wizualizacje danych przestrzennych i geograficznych, szybkie identyfikowanie trend\u00f3w oraz dok\u0142adno\u015b\u0107 analiz danych.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Power-BI-Logo-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Power BI<\/strong>, platforma Business Intelligence koncernu Microsoft, wydajnie przekszta\u0142ca du\u017ce ilo\u015bci danych w czytelne, interaktywne wizualizacje i przyst\u0119pne raporty. \r\n\r\n\u0141atwo integruje si\u0119 z r\u00f3\u017cnymi \u017ar\u00f3d\u0142ami danych oraz monitoruje KPI w czasie rzeczywistym.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/looker_studio_2_2_1_cf27087aa5-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Looker<\/strong> to platforma chmurowa do Business Intelligence oraz analityki danych, kt\u00f3ra pozwala eksplorowa\u0107, udost\u0119pnia\u0107 oraz wizualizowa\u0107 dane i wspiera procesy decyzyjne.\r\n\r\nLooker wykorzystuje te\u017c uczenie maszynowe do automatyzacji proces\u00f3w i tworzenia predykcji.<\/p>\n                    <\/div>\n                                  <\/div>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-mobile-button w-100 text-center  mb-p-12 py-p-13 d-inline-block d-lg-none\" data-index=\"6\">\n                  Automatyzacja i orkiestracja danych\n                <\/span>\n\n                <div class=\"section-tools-and-technologies-block__set js-section-tools-and-technologies-block-set row \" id=\"tools-set-6\">\n                  <div class=\"section-tools-and-technologies-block__indicator-mob col-lg-1 mt-p-12 mb-p-12 d-lg-none\">\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-top d-flex flex-row justify-content-center align-items-center w-100\">\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-left w-100\"><\/div>\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-right w-100\"><\/div>\n                    <\/div>\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-center\"><\/div>\n                  <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/terraform-icon-1803x2048-hodrzd3t-1-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Terraform<\/strong> to narz\u0119dzie open-source, kt\u00f3re pozwala na zarz\u0105dzanie infrastruktur\u0105 jako kodem oraz automatyczne tworzenie\u2028i aktualizacj\u0119 zasob\u00f3w w chmurze.\r\nWspiera efektywne kontrolowanie infrastruktury, minimalizuje ryzyko b\u0142\u0119d\u00f3w, zapewnia transparentno\u015b\u0107 i powtarzalno\u015b\u0107 proces\u00f3w.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/google-cloud-workflow-1-2.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>GCP Workflows<\/strong> automatyzuje przep\u0142ywy pracy w chmurze, a tak\u017ce u\u0142atwia zarz\u0105dzanie procesami \u0142\u0105cz\u0105cymi us\u0142ugi Google Cloud.\r\nTo narz\u0119dzie pozwala oszcz\u0119dza\u0107 czas dzi\u0119ki unikaniu dublowania dzia\u0142a\u0144, poprawia jako\u015bci pracy, eliminuj\u0105c b\u0142\u0119dy, oraz umo\u017cliwia wydajne zarz\u0105dzanie zasobami.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/1200px-AirflowLogo-2-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Apache Airflow<\/strong> zarz\u0105dza przep\u0142ywem pracy, umo\u017cliwia planowanie, monitorowanie oraz automatyzacj\u0119 proces\u00f3w ETL \u2028i innych zada\u0144 analitycznych.\r\nDaje te\u017c dost\u0119p do statusu zada\u0144 uko\u0144czonych i bie\u017c\u0105cych oraz wgl\u0105d w logi ich wykonywania.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/communityIcon_11ph4jc430y91-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Rundeck<\/strong> to narz\u0119dzie open-source do automatyzacji, kt\u00f3re umo\u017cliwia planowanie, zarz\u0105dzanie oraz uruchamianie zada\u0144 na serwerach.\r\nPozwala na szybkie reagowanie na zdarzenia i wspiera optymalizacj\u0119 zada\u0144 administracyjnych.<\/p>\n                    <\/div>\n                                  <\/div>\n                              <span class=\"section-tools-and-technologies-block__button js-section-tools-and-technologies-mobile-button w-100 text-center  mb-p-12 py-p-13 d-inline-block d-lg-none\" data-index=\"7\">\n                  ML &#038; AI\n                <\/span>\n\n                <div class=\"section-tools-and-technologies-block__set js-section-tools-and-technologies-block-set row \" id=\"tools-set-7\">\n                  <div class=\"section-tools-and-technologies-block__indicator-mob col-lg-1 mt-p-12 mb-p-12 d-lg-none\">\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-top d-flex flex-row justify-content-center align-items-center w-100\">\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-left w-100\"><\/div>\n                      <div class=\"section-tools-and-technologies-block__indicator-mob-right w-100\"><\/div>\n                    <\/div>\n                    <div class=\"section-tools-and-technologies-block__indicator-mob-center\"><\/div>\n                  <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/12\/Group-14.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Python<\/strong> to kluczowy j\u0119zyk programowania w uczeniu maszynowym (ML).  Dostarcza bogaty ekosystem bibliotek, takich jak TensorFlow i scikit-learn, umo\u017cliwiaj\u0105c tworzenie i testowanie zaawansowanych modeli.\r\n<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/google-cloud-workflow-1-2-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>BigQuery ML<\/strong> pozwala na budow\u0119 modeli uczenia maszynowego bezpo\u015brednio w hurtowni danych Google wy\u0142\u0105cznie za pomoc\u0105 SQL.\r\nZapewnia szybki time-to-market, jest efektywny kosztowo, umo\u017cliwia te\u017c szybk\u0105 prac\u0119 iteracyjn\u0105.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/0_JO_ISml7vNO8GDlS-1.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>R<\/strong> to j\u0119zyk programowania do oblicze\u0144 statystycznych i wizualizacji danych, do tworzenia oraz testowania modeli uczenia maszynowego.\r\nUmo\u017cliwia szybkie prototypowanie oraz wdra\u017canie modeli ML.<\/p>\n                    <\/div>\n                                      <div class=\"section-tools-and-technologies-block__function col-12 col-lg-6 mb-p-22\">\n                                              <img decoding=\"async\" class=\"section-tools-and-technologies-block__function-icon d-block mx-auto mx-lg-0 mb-p-8\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/art-layer.png\" alt=\"Function\">\n                                            <p class=\"section-tools-and-technologies-block__function-description\"><strong>Vertex AI<\/strong> s\u0142u\u017cy do deplymentu,  testowania i zarz\u0105dzania gotowymi modeli ML. Zawiera tak\u017ce gotowe modele przygotowane i trenowane przez Google, np. Gemini. \r\nVertex AI wspiera te\u017c niestandardowe modele TensorFlow, PyTorch i inne popularne frameworki.<\/p>\n                    <\/div>\n                                  <\/div>\n                          <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div class=\"section-contact-form-block \"\n                >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-contact-form-block__inner\">\n          <div class=\"section-contact-form-block__content d-flex my-p-48 my-p-lg-80 mx-p-lg-120\">\n            <div class=\"section-contact-form-block__image d-none d-lg-flex align-items-center col-lg-5 mb-4 mb-md-0\">\n              <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/photo-3.png\" alt=\"Obraz przedstawia m\u0119\u017cczyzn\u0119 w b\u0142\u0119kitnej marynarce i bia\u0142ej koszuli, kt\u00f3ry trzyma tablet obur\u0105cz, patrz\u0105c prosto w obiektyw z neutralnym wyrazem twarzy.\" class=\"img-fluid\">\n                            <p class=\"section-contact-form-block__image-caption\"><strong> Bartosz Szyma\u0144ski <\/strong> <br>Data Strategy and Customer Relations Director<\/p>\n                          <\/div>\n            <div class=\"section-contact-form-block__form-container col-12 col-lg-7\">\n              <h2 class=\"section-contact-form-block__title mb-p-32 pb-p-12 pb-p-lg-16\">Twoje dane kryj\u0105 potencja\u0142. \u2028Zapytaj nas, jak go uwolni\u0107.<\/h2>\n                            \n<div class=\"wpcf7 no-js\" id=\"wpcf7-f795-o1\" lang=\"pl-PL\" dir=\"ltr\" data-wpcf7-id=\"795\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/pl\/wp-json\/wp\/v2\/pages\/24#wpcf7-f795-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Formularz kontaktowy\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"795\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.5\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"pl_PL\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f795-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<label> <span>Imi\u0119 i nazwisko <span class=\"red-dot\">*<\/span><\/span>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" autocomplete=\"name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Imi\u0119 i nazwisko\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span>\n<\/label>\n\n<label>\n  <span>Firma<span class=\"red-dot\">*<\/span><\/span>\n  <span class=\"wpcf7-form-control-wrap\" data-name=\"your-company\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" autocomplete=\"company\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Nazwa firmy\" value=\"\" type=\"text\" name=\"your-company\" \/><\/span>\n<\/label>\n\n<label> <span>E-mail <span class=\"red-dot\">*<\/span><\/span>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"E-mail\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span>\n<\/label>\n\n<label> <span>Wiadomo\u015b\u0107 <span class=\"red-dot\">*<\/span><\/span>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" placeholder=\"Wpisz tre\u015b\u0107 wiadomo\u015bci.\" name=\"your-message\"><\/textarea><\/span>\n<\/label>\n\n<span style=\"font-size:12px;\">Administratorem danych osobowych przekazanych za pomoc\u0105 powy\u017cszego formularza jest Alterdata.io sp. z o.o. z siedzib\u0105 w Warszawie. Dane osobowe b\u0119d\u0105 przetwarzane w celu skontaktowania si\u0119 z Tob\u0105 w odpowiedzi na Twoj\u0105 wiadomo\u015b\u0107. Masz prawo dost\u0119pu do swoich danych, \u017c\u0105dania ich sprostowania, ograniczenia przetwarzania, \u017c\u0105dania usuni\u0119cia, wniesienia sprzeciwu oraz wniesienia skargi do organu nadzorczego. Szczeg\u00f3\u0142owe informacje o przetwarzaniu Twoich danych osobowych znajduj\u0105 si\u0119 w <a href=\"https:\/\/alterdata.com\/polityka-prywatnosci\/\">Polityce prywatno\u015bci<\/a>.<\/span><br>\n\n<span class=\"info\"><span class=\"red-dot\">*<\/span> Pole obowi\u0105zkowe<\/span>\n\n<div style=\"display:none;\">\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_source\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_source\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_source\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_medium\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_medium\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_medium\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_campaign\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_campaign\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_campaign\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_term\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_term\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_term\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_content\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_content\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_content\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"gclid\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"gclid\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"gclid\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"handl_url\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"handl_url\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"handl_url\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"handl_ref\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"handl_ref\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"handl_ref\" \/><\/span>\n<\/div>\n\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"Contact Form\" type=\"hidden\" name=\"form-name\" \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Wy\u015blij wiadomo\u015b\u0107\" \/><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-accordion-block js-section-accordion-block \"\n                  style=\"--section-accordion-block-background-color: transparent;\"\n                          id=\"faq\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-accordion-block__inner\">\n          <div class=\"section-accordion-block__content my-p-48\">\n            <h2 class=\"section-accordion-block__title text-start mb-p-24 mb-p-lg-50 pb-p-10\">FAQ<\/h2>\n            <div class=\"section-accordion-block__items\">\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Ile czasu zajmuje integracja \u017ar\u00f3de\u0142 danych?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Czas potrzebny na integracj\u0119 danych zale\u017cy od stopnia z\u0142o\u017cono\u015bci projektu i liczby \u017ar\u00f3de\u0142 danych firmowych, a tak\u017ce wyboru u\u017cycia rozwi\u0105za\u0144 gotowych lub tworzonych specjalnie dla klienta. Efekty w postaci szybszego dost\u0119pu do danych i wi\u0119kszego zaufania do nich s\u0105 zwykle widoczne ju\u017c po kilku tygodniach od rozpocz\u0119cia prac.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Po czym poznam, \u017ce efekt integracji \u017ar\u00f3de\u0142 jest pozytywny, jakie ustali\u0107 KPI?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Kluczowymi KPI b\u0119d\u0105 tu zwi\u0119kszenie niezawodno\u015bci proces\u00f3w ETL\/ELT, redukcja liczby b\u0142\u0119d\u00f3w w raportach oraz poprawa wydajno\u015bci operacji wykorzystuj\u0105cych zintegrowane dane. Wsp\u00f3lnie dobierzemy wska\u017aniki specyficzne dla Twojej firmy, by\u015b m\u00f3g\u0142 monitorowa\u0107, jak integracja danych przek\u0142ada si\u0119 na podejmowanie bardziej trafnych decyzji.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Czy integracja \u017ar\u00f3de\u0142 danych to rozwi\u0105zanie tylko dla du\u017cych firm?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Nie, ka\u017cda organizacja, kt\u00f3ra wykorzystuje dane ze swoich system\u00f3w, powinna zadba\u0107 o ich jako\u015b\u0107. Wprowadzenie jednego \u017ar\u00f3d\u0142a prawdy i u\u0142atwienie pracownikom dost\u0119pu do danych zwi\u0119ksza efektywno\u015b\u0107 dzia\u0142ania w ma\u0142ych oraz du\u017cych firmach, pozwalaj\u0105c im szybciej podejmowa\u0107 lepsze decyzje biznesowe.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Czy nowe technologie b\u0119d\u0105 kompatybilne z nasz\u0105 technologi\u0105?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Nasze rozwi\u0105zania integracyjne s\u0105 projektowane z my\u015bl\u0105 o kompatybilno\u015bci z istniej\u0105cymi i przysz\u0142ymi technologiami. Dostosowujemy si\u0119 do Twoich wymaga\u0144, zapewniaj\u0105c elastyczno\u015b\u0107 i skalowalno\u015b\u0107.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Czy do tej us\u0142ugi musz\u0119\u00a0mie\u0107 jakie\u015b kompetencje w swojej organizacji? <\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Nie musisz posiada\u0107 specjalistycznych kompetencji w swojej organizacji. Nasz zesp\u00f3\u0142 ekspert\u00f3w prowadzi ca\u0142y proces wdro\u017cenia, zapewniaj\u0105c pe\u0142ne wsparcie i szkolenia dla Twojego zespo\u0142u.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Czy zewn\u0119trzny analityk lub in\u017cynier danych ma dost\u0119p do wszystkich informacji naszej firmy?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Dbamy o pe\u0142ne bezpiecze\u0144stwo danych. Dost\u0119p do informacji jest \u015bci\u015ble kontrolowany, a nasi eksperci maj\u0105 wgl\u0105d wy\u0142\u0105cznie do danych niezb\u0119dnych do realizacji projektu, zgodnie z najwy\u017cszymi standardami ochrony. Nie pobieramy danych, s\u0105\u00a0one przechowywane wy\u0142\u0105cznie po stronie klienta.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Co je\u015bli w przysz\u0142o\u015bci pojawi\u0105 si\u0119 problemy z jako\u015bci\u0105 danych?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Oferujemy sta\u0142e wsparcie w monitorowaniu i poprawie jako\u015bci danych. W przypadku problem\u00f3w zapewniamy szybkie i skuteczne rozwi\u0105zania, kt\u00f3re utrzymuj\u0105 integralno\u015b\u0107 danych.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Czy firma jest obiektywna technologicznie i we\u017amie pod uwag\u0119 nasze preferencje technologii?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Alterdata jest niezale\u017cna technologicznie. Nasze rekomendacje zawsze opieraj\u0105 si\u0119 na Twoich preferencjach oraz na najlepszych rozwi\u0105zaniach dost\u0119pnych na rynku, gwarantuj\u0105c optymaln\u0105 skuteczno\u015b\u0107 i zgodno\u015b\u0107 z Twoimi wymaganiami. Jeste\u015bmy partnerem wielu dostawc\u00f3w technologii, ale ich nie sprzedajemy. To daje nam maksymaln\u0105\u00a0obiektywno\u015b\u0107 przy wyborze najlepiej pasuj\u0105cej technologii do rozwi\u0105zania Twojego problemu.<\/p>\n                <\/div>\n                          <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-24","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/24","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/comments?post=24"}],"version-history":[{"count":33,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/24\/revisions"}],"predecessor-version":[{"id":9079,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/24\/revisions\/9079"}],"wp:attachment":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/media?parent=24"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}