{"id":42,"date":"2024-10-11T22:25:56","date_gmt":"2024-10-11T20:25:56","guid":{"rendered":"http:\/\/alterdata.test\/?page_id=42"},"modified":"2026-02-24T22:15:46","modified_gmt":"2026-02-24T21:15:46","slug":"machine-learning","status":"publish","type":"page","link":"https:\/\/alterdata.com\/pl\/machine-learning\/","title":{"rendered":"Us\u0142ugi \/ Machine Learning"},"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\">Planuj, przewiduj i eliminuj ryzyko dzi\u0119ki algorytmom ML<\/h1>\n              <p class=\"section-hero-block__description mb-p-60\">Tworzymy modele Machine Learning, kt\u00f3re ucz\u0105 si\u0119 analizuj\u0105c dane i w\u0142asn\u0105 prac\u0119, by prognozowa\u0107 trendy, optymalizowa\u0107 procesy oraz personalizowa\u0107 do\u015bwiadczenia u\u017cytkownik\u00f3w.<\/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-123-1.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\">We empower leaders:<\/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                          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 \">Machine Learning pozwala organizacjom szybciej i skuteczniej reagowa\u0107 na zdarzenia<\/h2>\n          <p class=\"section-features-block__description text-left text-lg-center m-auto mb-p-24 mb-p-lg-56\">Wykorzystaj algorytmy do analizy danych i podejmuj decyzje na podstawie wnikliwych \u2028i spersonalizowanych rekomendacji, bez potrzeby zaawansowanej wiedzy technicznej.<\/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\">Sprawne podejmowanie decyzji<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Algorytmy Machine Learning umo\u017cliwiaj\u0105 zarz\u0105dzanie oparte na sprawdzonych danych i wiarygodnych predykcjach. Daj\u0105 pe\u0142ny obraz sytuacji w firmie i pozwalaj\u0105 zwinnie reagowa\u0107 na zmiany.<\/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\">Personalizacja do\u015bwiadcze\u0144 klienta<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Segmentacja pozwala dostosowywa\u0107 tre\u015bci w sklepie, grze itp. do potrzeb oraz preferencji u\u017cytkownik\u00f3w i indywidualizowa\u0107 UX\/CX. Zwi\u0119ksza to zaanga\u017cowanie i daje lepsze wyniki sprzeda\u017cowe.<\/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\">Lepszy marketing i sprzeda\u017c<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Algorytmy ML przewiduj\u0105 wyniki kampanii reklamowych oraz pozwalaj\u0105 optymalizowa\u0107 komunikaty, czy demografi\u0119 grupy docelowej, by zwi\u0119kszy\u0107 prawdopodobie\u0144stwo konwersji.<\/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\">Maksymalizacja przychod\u00f3w<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Prognozowanie popytu, mi\u0119dzy innymi na podstawie trend\u00f3w oraz sezonowo\u015bci, pozwala \u0142atwiej trafi\u0107 w zapotrzebowanie klient\u00f3w\u2028i unikn\u0105\u0107 problem\u00f3w pustych lub przepe\u0142nionych magazyn\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\">Predykcje awarii i przestoj\u00f3w<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Model ML wytrenowany na danych z czujnik\u00f3w oraz system\u00f3w produkcyjnych pozwoli Ci precyzyjnie okre\u015bli\u0107 ryzyko awarii i wska\u017ce optymalny moment konserwacji urz\u0105dze\u0144 produkcyjnych.<\/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\">Prognozy kluczowych metryk<\/h3>\n                  <\/div>\n                <\/div>\n                <p class=\"section-features-block__feature-description\">Przewidywanie KPI umo\u017cliwia ocen\u0119 szans powodzenia strategii dotycz\u0105cych sprzeda\u017cy, czy rozwoju organizacji. Dzi\u0119ki temu ML wspiera optymaln\u0105 alokacj\u0119 zasob\u00f3w i podnosi efektywno\u015b\u0107.<\/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\">Przekszta\u0142\u0107 dane w wiedz\u0119 dzi\u0119ki ML<\/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-five-steps-block \"\n                    style=\"--section-five-steps-block-background-color: transparent;\"\n                            id=\"proces\"\n        >\n    <div class=\"container pt-p-48 mb-p-48\">\n        <div class=\"row\">\n            <div class=\"col-12\">\n                <h2 class=\"section-five-steps-block__title text-start text-lg-center mb-p-24 mx-auto\">Wybierz sprawdzonego partnera do wdro\u017cenia ML i wyeliminuj zgadywanie z proces\u00f3w decyzyjnych<\/h2>\n                <p class=\"section-five-steps-block__description text-start text-lg-center mb-p-24 mb-p-lg-68 mx-auto\">Kompleksowo realizujemy ka\u017cdy etap wdro\u017cenia Machine Learning \u2013 od analizy potrzeb i wyzwa\u0144 biznesowych, \r\nprzez trenowanie skalowalnych modeli, po wdro\u017cenie, monitoring i doskonalenie wydajno\u015bci rozwi\u0105zania.<\/p>\n            <\/div>\n        <\/div>\n        <div class=\"row section-five-steps-block__content mx-auto\">\n            <div class=\"col-12 col-lg-7\">\n                <div class=\"section-five-steps-block__steps\">\n                    <p class=\"section-five-steps-block__short-description mb-p-32 text-start\">Nasze podej\u015bcie do tworzenia modeli ML, \r\nkt\u00f3re rozwi\u0105zuj\u0105 realne problemy biznesowe<\/p>\n                    <div class=\"row\">\n                        <div class=\"col-12\">\n                            <div class=\"section-five-steps-block__steps-content\">\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">1<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Analizujemy problem i proponujemy rozwi\u0105zanie<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Identyfikujemy wyzwania biznesowe, oceniamy dost\u0119pno\u015b\u0107 oraz jako\u015b\u0107 danych, analizujemy uwarunkowania i cele organizacji, rozmawiamy z interesariuszami. \u2028Proponujemy rozwi\u0105zanie ML, kt\u00f3re realnie odpowiada na problemy firmy.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">2<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Przygotowujemy dane do treningu modelu<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Zbieramy dane, czy\u015bcimy je i eksplorujemy. Przygotowujemy funkcje modelu uczenia maszynowego.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">3<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Tworzymy, trenujemy i rozwijamy model ML<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Wybieramy algorytmy i \u201cuczymy\u201d je na danych treningowych. Ewaluujemy, okre\u015blaj\u0105c ich dok\u0142adno\u015b\u0107, precyzj\u0119, czu\u0142o\u015b\u0107 oraz inne metryki, a nast\u0119pnie wybieramy najlepszy model do wdro\u017cenia. <\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">4<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Wdra\u017camy i orkiestrujemy model<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Przygotowujemy \u015brodowisko produkcyjne i wdra\u017camy model machine learning. Przeprowadzamy orkiestracj\u0119, by zapewni\u0107 efektywno\u015b\u0107 i sp\u00f3jno\u015b\u0107 w cyklu \u017cycia modelu.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">5<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Monitorujemy skuteczno\u015b\u0107, aktualizujemy i ulepszamy<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Ustalamy metryki monitorowania skuteczno\u015bci modelu, zbieramy dane \u2028i analizujemy wyniki. Wprowadzamy niezb\u0119dne aktualizacje i poprawki, \u2028by poprawi\u0107 wydajno\u015b\u0107 ML.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n            <div class=\"col-12 col-lg-5 d-flex justify-content-center align-items-center text-center\">\n                <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/photo-11-1.png\" class=\"section-five-steps-block__image img-fluid\" alt=\"Section Image\">\n            <\/div>\n        <\/div>\n                <div class=\"section-five-steps-block__cta row d-flex justify-content-center mt-p-40\">\n            <div class=\"col-12 d-flex flex-column flex-lg-row justify-content-center align-items-center mb-p-24 mb-p-lg-0\">\n              <h3 class=\"section-five-steps-block__cta-content text-center text-lg-end \">Zobacz, jak stworzy\u0107 firm\u0119 data-driven<\/h3>\n              <a href=\"https:\/\/alterdata.com\/pl\/kontakt\/\" class=\"section-five-steps-block__cta-button px-p-51 py-p-15 ml-0 ml-p-lg-30 mt-p-20 mt-p-lg-0\" >Porozmawiajmy<\/a>\n            <\/div>\n\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\">Poznaj historie sukcesu 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\">Telekomunikacja<\/option>\n                              <option value=\"1\">Digital Natives<\/option>\n                              <option value=\"2\">E-Commerce<\/option>\n                              <option value=\"3\">Agencja reklamowa<\/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\">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=\"1\">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=\"2\">E-Commerce<\/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\">Agencja reklamowa<\/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-1000005766-3.png\" alt=\"Zautomatyzowali\u015bmy przetwarzanie dokument\u00f3w dla Nexery i odzyskali\u015bmy 2000+ godzin pracy zespo\u0142u\" 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\">Zautomatyzowali\u015bmy przetwarzanie dokument\u00f3w dla Nexery i odzyskali\u015bmy 2000+ godzin pracy zespo\u0142u<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Pomogli\u015bmy Nexerze zapanowa\u0107 nad rosn\u0105cym zbiorem dokument\u00f3w zwi\u0105zanych z infrastruktur\u0105 dzier\u017cawion\u0105. Dzi\u0119ki technologii GenAI i autorskiemu ekstraktorowi danych zautomatyzowali\u015bmy przetwarzanie prawie 30 000 dokument\u00f3w \u2013 decyzji, um\u00f3w, za\u0142\u0105cznik\u00f3w \u2013 a tak\u017ce stworzyli\u015bmy klasyfikator dokument\u00f3w i narz\u0119dzia do eksportu danych do wewn\u0119trznych system\u00f3w firmy.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Oszcz\u0119dno\u015b\u0107 ponad 2000 godzin pracy, pe\u0142na kontrola nad zobowi\u0105zaniami, eliminacja b\u0142\u0119d\u00f3w w p\u0142atno\u015bciach i realna prognoza koszt\u00f3w. Zesp\u00f3\u0142 Nexery zyska\u0142 nowe kompetencje i gotow\u0105 baz\u0119 pod dalsz\u0105 automatyzacj\u0119 pracy z dokumentami.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/automatyzacja-dokumentow-i-2000-godzin-odzyskanej-pracy-w-nexera\/\" 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-1000005768-2.png\" alt=\"Zwi\u0119kszyli\u015bmy zaanga\u017cowanie u\u017cytkownik\u00f3w Tutlo dzi\u0119ki modelom Machine Learning\" 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\">Zwi\u0119kszyli\u015bmy zaanga\u017cowanie u\u017cytkownik\u00f3w Tutlo dzi\u0119ki modelom Machine Learning<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Pomogli\u015bmy platformie edukacyjnej Tutlo lepiej zrozumie\u0107 zachowania uczni\u00f3w i nauczycieli, wdra\u017caj\u0105c spersonalizowany model ML w \u015brodowisku BigQueryML. Dzi\u0119ki analizie ponad 80 zmiennych oraz segmentacji u\u017cytkownik\u00f3w stworzyli\u015bmy precyzyjny model przewiduj\u0105cy zaanga\u017cowanie uczni\u00f3w, co prze\u0142o\u017cy\u0142o si\u0119 na lepsz\u0105 personalizacj\u0119 do\u015bwiadczenia nauki.\r\n<br><br>\r\n<strong>Efekt?<\/strong> 80% skuteczno\u015bci predykcji, szybsze decyzje biznesowe, wi\u0119ksza motywacja do nauki oraz intuicyjniejsze korzystanie z platformy \u2013 wszystko bez konieczno\u015bci migracji danych mi\u0119dzy systemami.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/tutlo-machine-learning\/\" 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-1000005770.png\" alt=\"Obni\u017cyli\u015bmy koszty magazynowania o 30% dla firmy z bran\u017cy e-commerce\" 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\">Obni\u017cyli\u015bmy koszty magazynowania o 30% dla firmy z bran\u017cy e-commerce<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Pomogli\u015bmy klientowi z sektora e-commerce uporz\u0105dkowa\u0107 dane z wielu kana\u0142\u00f3w sprzeda\u017cy, zbudowa\u0107 hurtowni\u0119 danych w BigQuery i wdro\u017cy\u0107 modele ML prognozuj\u0105ce popyt i optymalizuj\u0105ce stany magazynowe. Zautomatyzowali\u015bmy procesy zam\u00f3wie\u0144, integruj\u0105c algorytmy z operacjami logistycznymi.\r\n<br><br>\r\n<strong>Efekt?<\/strong> 30% mniej zalegaj\u0105cych zapas\u00f3w, 15% wi\u0119ksza sprzeda\u017c bestseller\u00f3w i znacz\u0105ce oszcz\u0119dno\u015bci dzi\u0119ki lepszemu planowaniu zakup\u00f3w i ograniczeniu wyprzeda\u017cy.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/optymalizacja-kosztow-magazynowania\/\" 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-1000005767-2.png\" alt=\"Pomogli\u015bmy AMS przekszta\u0142ci\u0107 dane z no\u015bnik\u00f3w reklamowych w mierzalne efekty kampanii\" 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 przekszta\u0142ci\u0107 dane z no\u015bnik\u00f3w reklamowych w mierzalne efekty kampanii<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">We wsp\u00f3\u0142pracy z liderem reklamy OOH\/DOOH stworzyli\u015bmy skalowaln\u0105 hurtowni\u0119 danych i zintegrowali\u015bmy \u017ar\u00f3d\u0142a zewn\u0119trzne, takie jak Proxi.cloud czy CitiesAI. Dzi\u0119ki wdro\u017ceniu BigQuery oraz Machine Learning, AMS mo\u017ce dzi\u015b planowa\u0107 kampanie reklamowe w czasie niemal rzeczywistym, targetowa\u0107 je na podstawie zachowa\u0144 odbiorc\u00f3w i analizowa\u0107 ich skuteczno\u015b\u0107 z niespotykan\u0105 dot\u0105d precyzj\u0105.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Wy\u017cszy zwrot z inwestycji dla klient\u00f3w, lepsze targetowanie kampanii i utrzymanie pozycji lidera w erze digitalizacji reklamy.<\/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>\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\">Przewiduj zdarzenia, nim b\u0119d\u0105 mia\u0142y miejsce<\/p>\n            <h2 class=\"section-challenges-block__title text-left pb-p-10 mb-p-48 mb-p-lg-80\">Machine Learning odpowiada \u2028na kluczowe wyzwania Twojego biznesu<\/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\">Chcesz podejmowa\u0107 lepsze decyzje <\/h3>\n                      <p class=\"section-challenges-block__item-description\">ML analizuje ogromne ilo\u015bci danych \u2028i pomaga dostrzega\u0107 wzorce, a przez to prognozowa\u0107 przysz\u0142e trendy i wyniki.<\/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\">Chcesz ograniczy\u0107 ryzyko<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Kwantyfikacja prawdopodobie\u0144stwa zrealizowania si\u0119 ryzyk biznesowych (np. niesp\u0142acenie nale\u017cno\u015bci, uszkodzenia w transporcie) pozwala optymalizowa\u0107 dzia\u0142ania.<\/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\">Chcesz zmniejszy\u0107 churn klient\u00f3w<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Wykrywanie spadk\u00f3w zaanga\u017cowania pozwala dzia\u0142a\u0107, zanim klient zdecyduje si\u0119 odej\u015b\u0107, co u\u0142atwia jego zatrzymanie.<\/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\">Chcesz zwi\u0119kszy\u0107 wydajno\u015b\u0107 istniej\u0105cych modeli ML<\/h3>\n                      <p class=\"section-challenges-block__item-description\">U\u017cywasz ju\u017c modeli Machine Learning, ale chcesz zwi\u0119kszy\u0107 szybko\u015b\u0107 ich dzia\u0142ania i skalowalno\u015b\u0107 rozwi\u0105zania.<\/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\">Chcesz lepiej alokowa\u0107 bud\u017cet<\/h3>\n                      <p class=\"section-challenges-block__item-description\">ML prognozuje skuteczno\u015b\u0107 kampanii \u2028i identyfikuje rentowne kana\u0142y, co zwi\u0119ksza efektywno\u015b\u0107 marketingu.<\/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\">D\u0105\u017cysz do personalizacji ofert<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Analiza interakcji i preferencji klient\u00f3w pozwalaj\u0105 lepiej rekomendowa\u0107 im produkty oraz przewidywa\u0107 potrzeby.<\/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\">Wykrywanie oszustw i nadu\u017cy\u0107<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Identyfikacja i blokowanie szkodliwych bot\u00f3w, celem ochrony zasob\u00f3w platformy oraz wyeliminowania wy\u0142udze\u0144.<\/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\">Zamierzasz testowa\u0107 strategie<\/h3>\n                      <p class=\"section-challenges-block__item-description\">Symulatory umo\u017cliwiaj\u0105 testy strategii sprzeda\u017cy i marketingu, by przewidzie\u0107 ich mo\u017cliwe efekty przed wdro\u017ceniem.<\/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\">Poznaj korzy\u015bci wsp\u00f3\u0142pracy z Alterdata<\/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-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\">Tworzymy rozwi\u0105zania Machine Learning dopasowane do Twoich potrzeb oraz bud\u017cetu. \r\n\r\nUwzgl\u0119dniamy specyfik\u0119  bran\u017cy, wielko\u015b\u0107 firmy, cele biznesowe i inne kluczowe czynniki, aby zapewni\u0107 Ci maksymalne korzy\u015bci. <\/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\">Zesp\u00f3\u0142 profesjonalist\u00f3w<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">Specjali\u015bci Alterdata danych maj\u0105 wiedz\u0119 oraz lata do\u015bwiadczenia we wdro\u017ceniach dla r\u00f3\u017cnych bran\u017c.\r\n\r\nDo Twojego projekt\u00f3w wybieramy tych, kt\u00f3rzy najlepiej rozumiej\u0105 Twoje wymagania.<\/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 nowoczesne i wydajne technologie, kt\u00f3re dobieramy do potrzeb klient\u00f3w, tak by efektywnie realizowa\u0142y one cele biznesowe.\r\n\r\nPozwala to nam tworzy\u0107 rozwi\u0105zania, kt\u00f3re idealnie odpowiadaj\u0105 na potrzeb organizacji i wspieraj\u0105 ich rozw\u00f3j.<\/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\">Data team as a service<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">Dajemy Ci wsparcie dedykowanego zespo\u0142u ekspert\u00f3w in\u017cynierii i analityki danych, dost\u0119pne zawsze, kiedy go potrzebujesz.\r\n\r\nTo tak\u017ce pomoc w rozbudowie Twojej architektury o nowe funkcjonalno\u015bci oraz szkoleniu pracownik\u00f3w.<\/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-shield-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\">Bezpiecze\u0144stwo danych<\/h3>\n                    <p class=\"section-implementing-data-block__box-description\">Pracujemy w Twoim \u015brodowisku i nie pobieramy z niego \u017cadnych danych, co gwarantuje ich bezpiecze\u0144stwo.\r\n\r\nTy decydujesz, do kt\u00f3rych informacji mamy dost\u0119p w trakcie naszej pracy.<\/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-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\">Zapewniamy kompleksow\u0105 obs\u0142ug\u0119, od poznania Twoich potrzeb, po utrzymanie rozw\u00f3j i rozbudow\u0119.\r\n\r\nZapewniamy te\u017c sta\u0142\u0105 pomoc na ka\u017cdym etapie cyklu \u017cycia tworzonych dla Twojej firmy rozwi\u0105za\u0144.\r\n<\/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\">Oprzyj sw\u00f3j sukces na naszych kompetencjach<\/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-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                  style=\"--section-contact-form-block-background-color: transparent;\"\n                          id=\"bezplatna-konsultacja\"\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. Zapytaj 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\/42#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> <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<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 trwa wdro\u017cenie modelu Machine Learning?<\/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 wdro\u017cenia zale\u017cy od z\u0142o\u017cono\u015bci projektu oraz jego specyfiki. Kluczowe jest dok\u0142adne zdefiniowanie scenariusza u\u017cycia, zrozumienie wyzwania i dobranie odpowiednich danych wej\u015bciowych. Proces mo\u017ce zaj\u0105\u0107 od kilku dni do kilku miesi\u0119cy \u2013 w zale\u017cno\u015bci od skali i cel\u00f3w projektu. Na pocz\u0105tku wsp\u00f3\u0142pracy ustalamy realistyczny harmonogram, dopasowany do Twoich potrzeb i oczekiwa\u0144.<\/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\">W jaki spos\u00f3b zmierz\u0119 rezultaty wdro\u017cenia modelu Machine Learning?<\/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\">Rezultaty wdro\u017cenia modelu Machine Learning najlepiej oceni\u0107, por\u00f3wnuj\u0105c wyniki biznesowe z reprezentatywnego okresu przed i po jego zastosowaniu w docelowym obszarze. Dzi\u0119ki temu mo\u017cna okre\u015bli\u0107 wp\u0142yw modelu na upsell, redukcj\u0119 koszt\u00f3w, wzrost konwersji, popraw\u0119 retencji u\u017cytkownik\u00f3w, ROI lub inne kluczowe wska\u017aniki biznesowe, kt\u00f3re mia\u0142 poprawi\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 Machine Learning 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, Machine Learning to rozwi\u0105zanie dost\u0119pne dla firm ka\u017cdej wielko\u015bci. Dzi\u0119ki naszym dopasowanym podej\u015bciom, zawsze dobieramy najlepsze i najbardziej efektywne kosztowo metody, kt\u00f3re odpowiadaj\u0105 na konkretny problem. Aplikujemy taki poziom z\u0142o\u017cono\u015bci algorytmu, kt\u00f3ry ma sens \u2013 tam, gdzie mo\u017cna rozwi\u0105za\u0107 problem szybkim i tanim algorytmem, takie rozwi\u0105zanie wdra\u017camy. Dlatego ML jest w zasi\u0119gu kosztowym nawet ma\u0142ych firm, szybko przynosz\u0105c im warto\u015b\u0107 w rozwi\u0105zywaniu wyzwa\u0144 i optymalizacji proces\u00f3w.<\/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 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 m\u00f3j zesp\u00f3\u0142 b\u0119dzie mia\u0142 dost\u0119p do kodu?<\/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\">Tw\u00f3j zesp\u00f3\u0142 b\u0119dzie mia\u0142 pe\u0142en dost\u0119p do kodu, o ile takie rozwi\u0105zanie zostanie uzgodnione. Stawiamy na transparentno\u015b\u0107 i wsp\u00f3\u0142prac\u0119, wspieraj\u0105c rozw\u00f3j umiej\u0119tno\u015bci 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\">Jak b\u0119dzie wygl\u0105da\u0142a kwestia utrzymania rozwi\u0105zania?<\/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 pe\u0142ne wsparcie w utrzymaniu rozwi\u0105zania, w tym aktualizacje, monitorowanie oraz szkolenia, aby zapewni\u0107 d\u0142ugoterminow\u0105 wydajno\u015b\u0107 modelu.<\/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\">Wdra\u017cane przez nas rozwi\u0105zania Machine Learning posiadaj\u0105 wbudowane mechanizmy weryfikuj\u0105ce jako\u015b\u0107 danych wej\u015bciowych. W przypadku wykrycia anomalii lub spadku jako\u015bci, wspieramy klient\u00f3w w identyfikacji przyczyn \u2013 na przyk\u0142ad w systemach \u017ar\u00f3d\u0142owych \u2013 oraz w ich eliminacji. Dzi\u0119ki temu zapewniamy ci\u0105g\u0142\u0105 poprawno\u015b\u0107 i niezawodno\u015b\u0107 dzia\u0142ania modeli, minimalizuj\u0105c wp\u0142yw problem\u00f3w z danymi na wyniki Twojej firmy.<\/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-42","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/42","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=42"}],"version-history":[{"count":20,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/42\/revisions"}],"predecessor-version":[{"id":10208,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/42\/revisions\/10208"}],"wp:attachment":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/media?parent=42"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}