{"id":10882,"date":"2026-05-12T17:55:07","date_gmt":"2026-05-12T15:55:07","guid":{"rendered":"https:\/\/alterdata.com\/?page_id=10882"},"modified":"2026-05-12T17:57:26","modified_gmt":"2026-05-12T15:57:26","slug":"document-ai","status":"publish","type":"page","link":"https:\/\/alterdata.com\/pl\/document-ai\/","title":{"rendered":"Us\u0142ugi \/ Document AI"},"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\">Document AI<\/h1>\n              <p class=\"section-hero-block__description mb-p-60\">Zapomnij o r\u0119cznym przepisywaniu danych i zawodnym OCR. Wdra\u017camy systemy DocAI oparte na modelach LLM, kt\u00f3re rozumiej\u0105 kontekst dokument\u00f3w tak jak cz\u0142owiek, dzia\u0142aj\u0105c z pr\u0119dko\u015bci\u0105 procesora.<\/p>\n                              <a class=\"section-hero-block__button\" href=\"#formularz\" >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-132.png\" alt=\"\" class=\"section-hero-block__image img-fluid\">\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n\n  <\/div>\n\n\n<div class=\"section-partner-logos-block \"\n                    style=\"--section-partner-logos-block-background-color: transparent;\"\n                >\n    <div class=\"container\">\n        <div class=\"row\">\n            <div class=\"col\">\n                <div class=\"section-partner-logos-block__inner\">\n                    <div class=\"section-partner-logos-block__content align-items-center d-lg-flex mb-p-40 mb-p-lg-40 pt-p-lg-40\">\n                                                    <h2 class=\"section-partner-logos-block__title text-center pt-p-24 mb-p-23 pt-p-lg-0 mb-p-lg-0\">Nap\u0119dzamy sukcesy lider\u00f3w:<\/h2>\n                                                <div class=\"section-partner-logos-block__logos d-flex justify-content-center align-items-center flex-nowrap ml-p-lg-93\">\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/09\/image-223-1.png\" alt=\"To logo przedstawia napis \u201eams\u201d zapisany ma\u0142ymi literami w nowoczesnym, zaokr\u0105glonym kroju pisma, w intensywnym czerwonym kolorze na jasnym tle.\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1pso.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/02\/f95cdc7523e6e04960b16aef5e073fd3-1.png\" alt=\"Logo przedstawia \u017c\u00f3\u0142t\u0105 ikon\u0119 dw\u00f3ch u\u015bmiechni\u0119tych twarzy po\u0142\u0105czonych w form\u0119 dymku rozmowy oraz napis \u201eTutlo\u201d zapisany ciemnym, nowoczesnym krojem pisma.\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/12\/2024-03-15-LOCONI-2-1.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/09\/image-222-1.png\" alt=\"Logo przedstawia stylizowany napis \u201eNEXERA\u201d zapisany nowoczesnym, geometrycznym krojem pisma w ciemnym kolorze, z wyr\u00f3\u017cnionym turkusowym akcentem w literze \u201eX\u201d.\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1Celsium.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1PKP-energetyka.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/03\/image-175.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1Yggdrasil.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/04\/BoredPanda-Logo-1-3.png\" alt=\"Logo przedstawia stylizowan\u0105 ikon\u0119 g\u0142owy pandy w okr\u0105g\u0142ej ramce oraz napis \u201eboredpanda\u201d zapisany prostym, ciemnym krojem pisma.\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                            <div class=\"section-partner-logos-block__logo d-flex align-items-center justify-content-center mx-p-16 mx-p-lg-33\">\n                                                                            <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2024\/10\/Property-1InteliWISE.png\" alt=\"\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                    <\/div>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div class=\"section-benefits-block \"\n                  style=\"--section-benefits-block-background-color: transparent;\"\n                          id=\"utracone-korzysci\"\n        >\n  <div class=\"container pt-p-48 mb-p-48\">\n    <div class=\"row\">\n      <div class=\"col-12\">\n        <h2 class=\"section-benefits-block__title text-start text-lg-center mb-p-24 mx-auto\">Dlaczego aktualne przetwarzanie danych <br><span class=\"text-color-primary\">hamuje Tw\u00f3j biznes?<\/span><\/h2>\n        <p class=\"section-benefits-block__description text-start text-lg-center mb-p-24 mb-p-lg-60 mx-auto\">Wi\u0119kszo\u015b\u0107 firm posiada ogromne zasoby wiedzy uwi\u0119zione w nieustrukturyzowanych dokumentach, kt\u00f3rych tradycyjne systemy OCR nie potrafi\u0105 poprawnie zinterpretowa\u0107. Poleganie na manualnej weryfikacji i przestarza\u0142ych narz\u0119dziach tworzy w\u0105skie gard\u0142a, kt\u00f3re uniemo\u017cliwiaj\u0105 skuteczne skalowanie operacji oraz wdra\u017canie zaawansowanej analityki opartej na sztucznej inteligencji.<\/p>\n      <\/div>\n    <\/div>\n    <div class=\"row section-benefits-block__content mx-auto\">\n      <div class=\"col-12 col-lg-7\">\n        <div class=\"section-benefits-block__steps\">\n          <div class=\"row align-items-start\">\n            <p class=\"section-benefits-block__short-description px-p-0 ml-p-0 ml-p-lg-32 mb-p-32 text-start\"><\/p>\n            <div class=\"col-12\">\n              <div class=\"section-benefits-block__steps-content\">\n                                  <div class=\"row section-benefits-block__steps-content-row\">\n                  <div class=\"col-1 col-lg-1 d-flex justify-content-end px-p-0\">\n                    <div class=\"section-benefits-block__step mb-p-24\">\n                      <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-benefits-block\/x_ico.svg\" class=\"section-benefits-block__step-icon\" alt=\"X Icon\">\n                    <\/div>\n                  <\/div>\n                <div class=\"col-11 col-lg-11 pl-p-8\">\n                  <div class=\"section-benefits-block__step-content position-relative mb-p-26 mb-p-lg-22 pl-p-8\">\n                    <h3 class=\"section-benefits-block__step-title mb-p-1 mb-p-lg-8\">Ukryte koszty operacyjne<\/h3>\n                    <p class=\"section-benefits-block__step-description\">Tw\u00f3j zesp\u00f3\u0142 po\u015bwi\u0119ca tysi\u0105ce godzin rocznie na \u017cmudn\u0105, manualn\u0105 analiz\u0119 faktur i um\u00f3w, co drastycznie podnosi koszty proces\u00f3w back-office.<\/p>\n                  <\/div>\n                <\/div>\n                  <\/div>\n                                  <div class=\"row section-benefits-block__steps-content-row\">\n                  <div class=\"col-1 col-lg-1 d-flex justify-content-end px-p-0\">\n                    <div class=\"section-benefits-block__step mb-p-24\">\n                      <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-benefits-block\/x_ico.svg\" class=\"section-benefits-block__step-icon\" alt=\"X Icon\">\n                    <\/div>\n                  <\/div>\n                <div class=\"col-11 col-lg-11 pl-p-8\">\n                  <div class=\"section-benefits-block__step-content position-relative mb-p-26 mb-p-lg-22 pl-p-8\">\n                    <h3 class=\"section-benefits-block__step-title mb-p-1 mb-p-lg-8\">Ryzyko b\u0142\u0119dnych decyzji<\/h3>\n                    <p class=\"section-benefits-block__step-description\">R\u0119czne przepisywanie danych to nieuniknione pomy\u0142ki, kt\u00f3re obni\u017caj\u0105 jako\u015b\u0107 danych (Data Quality) i prowadz\u0105 do realnych strat finansowych oraz problem\u00f3w z Compliance.<\/p>\n                  <\/div>\n                <\/div>\n                  <\/div>\n                                  <div class=\"row section-benefits-block__steps-content-row\">\n                  <div class=\"col-1 col-lg-1 d-flex justify-content-end px-p-0\">\n                    <div class=\"section-benefits-block__step mb-p-24\">\n                      <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-benefits-block\/x_ico.svg\" class=\"section-benefits-block__step-icon\" alt=\"X Icon\">\n                    <\/div>\n                  <\/div>\n                <div class=\"col-11 col-lg-11 pl-p-8\">\n                  <div class=\"section-benefits-block__step-content position-relative mb-p-26 mb-p-lg-22 pl-p-8\">\n                    <h3 class=\"section-benefits-block__step-title mb-p-1 mb-p-lg-8\">Brak elastyczno\u015bci i skali<\/h3>\n                    <p class=\"section-benefits-block__step-description\">Klasyczne rozwi\u0105zania zawodz\u0105 przy niestandardowych uk\u0142adach i s\u0142abej jako\u015bci skanach, uniemo\u017cliwiaj\u0105c automatyzacj\u0119 dokument\u00f3w w czasie rzeczywistym.<\/p>\n                  <\/div>\n                <\/div>\n                  <\/div>\n                                  <div class=\"row section-benefits-block__steps-content-row\">\n                  <div class=\"col-1 col-lg-1 d-flex justify-content-end px-p-0\">\n                    <div class=\"section-benefits-block__step mb-p-24\">\n                      <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-benefits-block\/x_ico.svg\" class=\"section-benefits-block__step-icon\" alt=\"X Icon\">\n                    <\/div>\n                  <\/div>\n                <div class=\"col-11 col-lg-11 pl-p-8\">\n                  <div class=\"section-benefits-block__step-content position-relative mb-p-26 mb-p-lg-22 pl-p-8\">\n                    <h3 class=\"section-benefits-block__step-title mb-p-1 mb-p-lg-8\">Wiedza uwi\u0119ziona w silosach<\/h3>\n                    <p class=\"section-benefits-block__step-description\">Kluczowe informacje biznesowe pozostaj\u0105 nieosi\u0105galne dla system\u00f3w Business Intelligence, poniewa\u017c nie s\u0105 przetworzone na format czytelny dla maszyn.<\/p>\n                  <\/div>\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\/2026\/05\/photo-1.png\" class=\"section-benefits-block__image img-fluid\" alt=\"Section Image\">\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-cta-webinar-block \"\n                  style=\"--section-cta-webinar-block-background-color: transparent;\"\n                >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col d-flex flex-column flex-lg-row py-p-32 py-p-lg-65 justify-content-center align-items-center\">\n        <h2 class=\"section-cta-webinar-block__description mr-p-lg-48 mb-p-24 mb-p-lg-0\">Zamie\u0144 dane nieustrukturyzowane w inteligentn\u0105 baz\u0119 wiedzy<\/h2>\n        <a href=\"#formularz\" class=\"section-cta-webinar-block__button py-p-15 px-p-24 px-p-lg-50\">\n          Skontaktuj si\u0119\n        <\/a>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-benefits-gif-block js-section-benefits-gif-block \"\n                  style=\"--section-benefits-gif-block-background-color: transparent;\"\n                          id=\"jak-to-robimy\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-benefits-gif-block__inner pt-p-lg-60 mb-p-lg-60 pt-p-48 mb-p-48\">\n          <h2 class=\"section-benefits-gif-block__title text-left text-lg-center m-lg-auto pb-p-lg-16 mb-p-lg-72 pb-p-16 mb-p-36\">Ekosystem Document AI, <br><span class=\"text-color-light-green\">czyli Inteligentna analiza danych<\/span><\/h2>\n                      <p class=\"section-benefits-gif-block__description text-left text-lg-center m-auto mb-p-24 mb-p-lg-56\">Nasze podej\u015bcie do Document AI wykracza poza zwyk\u0142y OCR. Budujemy systemy oparte na modelach LLM, kt\u00f3re rozumiej\u0105 struktur\u0119 i logik\u0119 Twoich dokument\u00f3w. Przekszta\u0142camy nieustrukturyzowane zasoby w dynamiczne bazy wiedzy, gotowe do natychmiastowego wykorzystania w procesach biznesowych.<\/p>\n                    <div class=\"section-benefits-gif-block__features-and-image row justify-content-between mb-p-lg-40 mb-p-36\">\n                          <!-- Features (Left) -->\n              <div class=\"section-benefits-gif-block__features col-12 col-lg-7 mb-p-36\">\n                                  <div class=\"section-benefits-gif-block__feature d-flex mb-p-18 mb-p-lg-40\">\n                    <div class=\"row align-items-start\">\n                      <div class=\"col-1 text-center\">\n                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"47\" viewBox=\"0 0 29 47\" fill=\"none\" class=\"section-benefits-gif-block__icon\">\n                          <g clip-path=\"url(#clip0_5055_9639)\">\n                            <path d=\"M3.00078 23.3031C3.00078 17.0071 8.10473 11.9031 14.4008 11.9031C20.6968 11.9031 25.8008 17.0071 25.8008 23.3031C25.8008 29.5992 20.6968 34.7031 14.4008 34.7031C8.10473 34.7031 3.00078 29.5992 3.00078 23.3031Z\" stroke=\"#004BFF\" stroke-width=\"6\"\/>\n                            <path d=\"M2.9375 23.7258C2.9375 20.5973 4.14351 17.5969 6.29021 15.3847C8.43692 13.1725 11.3485 11.9297 14.3844 11.9297C17.4203 11.9297 20.3318 13.1725 22.4785 15.3847C24.6252 17.5969 25.8312 20.5973 25.8312 23.7258\" stroke=\"#009BFF\" stroke-width=\"6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                            <path d=\"M22.4883 31.2511C20.3402 33.5014 17.4268 34.7656 14.389 34.7656C11.3511 34.7656 8.43771 33.5014 6.28963 31.2511C4.14156 29.0008 2.93478 25.9487 2.93478 22.7662\" stroke=\"#004BFF\" stroke-width=\"6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                          <\/g>\n                          <defs>\n                            <clipPath id=\"clip0_5055_9639\">\n                              <rect width=\"28.8\" height=\"45.6\" fill=\"white\" transform=\"translate(0 0.5)\"\/>\n                            <\/clipPath>\n                          <\/defs>\n                        <\/svg>\n                      <\/div>\n                      <div class=\"col-11 d-flex\">\n                        <p class=\"section-benefits-gif-block__feature-description ml-p-16 ml-p-lg-0\"><strong>Zrozumienie semantyczne<\/strong><br>System precyzyjnie interpretuje kontekst, odr\u00f3\u017cniaj\u0105c kluczowe dane (np. kwoty, daty, warunki) niezale\u017cnie od szablonu dokumentu.<\/p>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                                  <div class=\"section-benefits-gif-block__feature d-flex mb-p-18 mb-p-lg-40\">\n                    <div class=\"row align-items-start\">\n                      <div class=\"col-1 text-center\">\n                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"47\" viewBox=\"0 0 29 47\" fill=\"none\" class=\"section-benefits-gif-block__icon\">\n                          <g clip-path=\"url(#clip0_5055_9639)\">\n                            <path d=\"M3.00078 23.3031C3.00078 17.0071 8.10473 11.9031 14.4008 11.9031C20.6968 11.9031 25.8008 17.0071 25.8008 23.3031C25.8008 29.5992 20.6968 34.7031 14.4008 34.7031C8.10473 34.7031 3.00078 29.5992 3.00078 23.3031Z\" stroke=\"#004BFF\" stroke-width=\"6\"\/>\n                            <path d=\"M2.9375 23.7258C2.9375 20.5973 4.14351 17.5969 6.29021 15.3847C8.43692 13.1725 11.3485 11.9297 14.3844 11.9297C17.4203 11.9297 20.3318 13.1725 22.4785 15.3847C24.6252 17.5969 25.8312 20.5973 25.8312 23.7258\" stroke=\"#009BFF\" stroke-width=\"6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                            <path d=\"M22.4883 31.2511C20.3402 33.5014 17.4268 34.7656 14.389 34.7656C11.3511 34.7656 8.43771 33.5014 6.28963 31.2511C4.14156 29.0008 2.93478 25.9487 2.93478 22.7662\" stroke=\"#004BFF\" stroke-width=\"6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                          <\/g>\n                          <defs>\n                            <clipPath id=\"clip0_5055_9639\">\n                              <rect width=\"28.8\" height=\"45.6\" fill=\"white\" transform=\"translate(0 0.5)\"\/>\n                            <\/clipPath>\n                          <\/defs>\n                        <\/svg>\n                      <\/div>\n                      <div class=\"col-11 d-flex\">\n                        <p class=\"section-benefits-gif-block__feature-description ml-p-16 ml-p-lg-0\"><strong>Automatyczna klasyfikacja<\/strong><br>Algorytmy AI samodzielnie rozpoznaj\u0105 typ pliku (aneks, faktura, wniosek) i b\u0142yskawicznie kieruj\u0105 go do odpowiedniego procesu.<\/p>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                                  <div class=\"section-benefits-gif-block__feature d-flex mb-p-18 mb-p-lg-40\">\n                    <div class=\"row align-items-start\">\n                      <div class=\"col-1 text-center\">\n                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"47\" viewBox=\"0 0 29 47\" fill=\"none\" class=\"section-benefits-gif-block__icon\">\n                          <g clip-path=\"url(#clip0_5055_9639)\">\n                            <path d=\"M3.00078 23.3031C3.00078 17.0071 8.10473 11.9031 14.4008 11.9031C20.6968 11.9031 25.8008 17.0071 25.8008 23.3031C25.8008 29.5992 20.6968 34.7031 14.4008 34.7031C8.10473 34.7031 3.00078 29.5992 3.00078 23.3031Z\" stroke=\"#004BFF\" stroke-width=\"6\"\/>\n                            <path d=\"M2.9375 23.7258C2.9375 20.5973 4.14351 17.5969 6.29021 15.3847C8.43692 13.1725 11.3485 11.9297 14.3844 11.9297C17.4203 11.9297 20.3318 13.1725 22.4785 15.3847C24.6252 17.5969 25.8312 20.5973 25.8312 23.7258\" stroke=\"#009BFF\" stroke-width=\"6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                            <path d=\"M22.4883 31.2511C20.3402 33.5014 17.4268 34.7656 14.389 34.7656C11.3511 34.7656 8.43771 33.5014 6.28963 31.2511C4.14156 29.0008 2.93478 25.9487 2.93478 22.7662\" stroke=\"#004BFF\" stroke-width=\"6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                          <\/g>\n                          <defs>\n                            <clipPath id=\"clip0_5055_9639\">\n                              <rect width=\"28.8\" height=\"45.6\" fill=\"white\" transform=\"translate(0 0.5)\"\/>\n                            <\/clipPath>\n                          <\/defs>\n                        <\/svg>\n                      <\/div>\n                      <div class=\"col-11 d-flex\">\n                        <p class=\"section-benefits-gif-block__feature-description ml-p-16 ml-p-lg-0\"><strong>Architektura RAG<\/strong><br>Tworzymy bazy wektorowe, kt\u00f3re pozwalaj\u0105 na interaktywn\u0105 rozmow\u0119 z Twoim archiwum i natychmiastowy dost\u0119p do rozproszonej wiedzy.\r\n<\/p>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                                  <div class=\"section-benefits-gif-block__feature d-flex mb-p-18 mb-p-lg-40\">\n                    <div class=\"row align-items-start\">\n                      <div class=\"col-1 text-center\">\n                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"29\" height=\"47\" viewBox=\"0 0 29 47\" fill=\"none\" class=\"section-benefits-gif-block__icon\">\n                          <g clip-path=\"url(#clip0_5055_9639)\">\n                            <path d=\"M3.00078 23.3031C3.00078 17.0071 8.10473 11.9031 14.4008 11.9031C20.6968 11.9031 25.8008 17.0071 25.8008 23.3031C25.8008 29.5992 20.6968 34.7031 14.4008 34.7031C8.10473 34.7031 3.00078 29.5992 3.00078 23.3031Z\" stroke=\"#004BFF\" stroke-width=\"6\"\/>\n                            <path d=\"M2.9375 23.7258C2.9375 20.5973 4.14351 17.5969 6.29021 15.3847C8.43692 13.1725 11.3485 11.9297 14.3844 11.9297C17.4203 11.9297 20.3318 13.1725 22.4785 15.3847C24.6252 17.5969 25.8312 20.5973 25.8312 23.7258\" stroke=\"#009BFF\" stroke-width=\"6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                            <path d=\"M22.4883 31.2511C20.3402 33.5014 17.4268 34.7656 14.389 34.7656C11.3511 34.7656 8.43771 33.5014 6.28963 31.2511C4.14156 29.0008 2.93478 25.9487 2.93478 22.7662\" stroke=\"#004BFF\" stroke-width=\"6\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/>\n                          <\/g>\n                          <defs>\n                            <clipPath id=\"clip0_5055_9639\">\n                              <rect width=\"28.8\" height=\"45.6\" fill=\"white\" transform=\"translate(0 0.5)\"\/>\n                            <\/clipPath>\n                          <\/defs>\n                        <\/svg>\n                      <\/div>\n                      <div class=\"col-11 d-flex\">\n                        <p class=\"section-benefits-gif-block__feature-description ml-p-16 ml-p-lg-0\"><strong>Dane Business-Ready<\/strong><br>Dostarczamy ustrukturyzowane informacje, kt\u00f3re bezpo\u015brednio zasilaj\u0105 Twoj\u0105 hurtowni\u0119 danych oraz systemy analityczne.<\/p>\n                      <\/div>\n                    <\/div>\n                  <\/div>\n                              <\/div>\n\n              <!-- Swiper with GIFs (Right) -->\n              <div class=\"section-benefits-gif-block__image col-12 col-lg-5 mb-p-24\">\n                                  <div class=\"section-benefits-gif-block__swiper-container swiper-container js-swiper-benefits-gif\">\n                    <div class=\"section-benefits-gif-block__swiper-wrapper swiper-wrapper\">\n                                              <div class=\"swiper-slide\">\n                          <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2026\/05\/image-274.png\" alt=\"Feature GIF\" class=\"img-fluid\">\n                        <\/div>\n                                          <\/div>\n                    <div class=\"section-benefits-gif-block__swiper-pagination swiper-pagination\"><\/div>\n                  <\/div>\n                              <\/div>\n                      <\/div>\n\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div class=\"section-data-driven-services-block \"\n                  style=\"--section-data-driven-services-block-background-color: transparent;\"\n                          id=\"rozwiazania\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-data-driven-services-block__inner py-p-48 py-p-lg-60\">\n          <div class=\"row\">\n            <div class=\"col-12 col-lg-5\">\n              <h2 class=\"section-data-driven-services-block__title mb-p-31\"><h1>Inteligentne rozwi\u0105zania GenAI <span class=\"text-color-primary\">dopasowane do Twoich potrzeb<\/span><\/h1><\/h2>\n              <p class=\"section-data-driven-services-block__description\"><br>Wybierz gotow\u0105 \u015bcie\u017ck\u0119 automatyzacji GenAI i rozwi\u0105\u017c kluczowe wyzwania swojej organizacji. \u0141\u0105czymy moc modeli LLM z Twoimi danymi, dostarczaj\u0105c aplikacje, kt\u00f3re realnie zwi\u0119kszaj\u0105 efektywno\u015b\u0107 operacyjn\u0105.<\/p>\n                              <img decoding=\"async\" class=\"section-data-driven-services-block__main-icon img-fluid d-block mx-auto\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2026\/05\/image-275-2.png\" alt=\"\">\n                          <\/div>\n            <div class=\"col-12 col-lg-6 offset-lg-1\">\n              <div class=\"section-data-driven-services-block__list row\">\n                                  <div class=\"section-data-driven-services-block__item col-12 col-lg-6 mb-p-24\">\n                    <div class=\"section-data-driven-services-block__item-inner h-100 d-flex flex-column pt-p-24 px-p-24 pb-p-32\">\n                      <h3 class=\"section-data-driven-services-block__item-title mb-p-24\">Gen AI w procesach rekrutacyjnych HR<\/h3>\n                      <p class=\"section-data-driven-services-block__item-description mb-p-24\">Inteligentny scoring CV i analiza dopasowania kandydat\u00f3w. Automatycznie identyfikuj luki kompetencyjne i optymalizuj procesy rekrutacyjne.<\/p>\n                                              <a class=\"section-data-driven-services-block__item-link mt-auto\" href=\"https:\/\/alterdata.com\/pl\/gen-ai-w-procesach-rekrutacyjnych-hr\/\" target=\"_blank\">Sprawd\u017a rozwi\u0105zanie<\/a>\n                                          <\/div>\n                  <\/div>\n                                  <div class=\"section-data-driven-services-block__item col-12 col-lg-6 mb-p-24\">\n                    <div class=\"section-data-driven-services-block__item-inner h-100 d-flex flex-column pt-p-24 px-p-24 pb-p-32\">\n                      <h3 class=\"section-data-driven-services-block__item-title mb-p-24\">Gen AI do analizy opinii klient\u00f3w<\/h3>\n                      <p class=\"section-data-driven-services-block__item-description mb-p-24\">B\u0142yskawiczna analiza sentymentu tysi\u0119cy opinii klient\u00f3w. Zamie\u0144 rozproszony feedback w gotow\u0105 strategi\u0119 produktow\u0105 i buduj lojalno\u015b\u0107 mark\u0105.<\/p>\n                                              <a class=\"section-data-driven-services-block__item-link mt-auto\" href=\"https:\/\/alterdata.com\/pl\/gen-ai-do-analizy-opinii-klientow\/\" target=\"_blank\">Sprawd\u017a rozwi\u0105zanie<\/a>\n                                          <\/div>\n                  <\/div>\n                                  <div class=\"section-data-driven-services-block__item col-12 col-lg-6 mb-p-24\">\n                    <div class=\"section-data-driven-services-block__item-inner h-100 d-flex flex-column pt-p-24 px-p-24 pb-p-32\">\n                      <h3 class=\"section-data-driven-services-block__item-title mb-p-24\">Gen AI do analizy opinii klient\u00f3w<\/h3>\n                      <p class=\"section-data-driven-services-block__item-description mb-p-24\">Precyzyjne rozumienie kontekstu faktur oraz um\u00f3w. Wyeliminuj b\u0142\u0119dy manualne i zapewnij pe\u0142n\u0105 zgodno\u015b\u0107 z Compliance w czasie rzeczywistym.<\/p>\n                                              <a class=\"section-data-driven-services-block__item-link mt-auto\" href=\"https:\/\/alterdata.com\/pl\/gen-ai-do-analizy-opinii-klientow\/\" target=\"_blank\">Sprawd\u017a rozwi\u0105zanie<\/a>\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-cta-webinar-block \"\n                  style=\"--section-cta-webinar-block-background-color: transparent;\"\n                >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col d-flex flex-column flex-lg-row py-p-32 py-p-lg-65 justify-content-center align-items-center\">\n        <h2 class=\"section-cta-webinar-block__description mr-p-lg-48 mb-p-24 mb-p-lg-0\">Um\u00f3w si\u0119 na darmow\u0105 konsultacj\u0119<\/h2>\n        <a href=\"#formularz\" class=\"section-cta-webinar-block__button py-p-15 px-p-24 px-p-lg-50\">\n          Skontaktuj si\u0119\n        <\/a>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-case-study-block js-section-case-study-block \"\n                  style=\"--section-case-study-block-background-color: transparent;\"\n                          id=\"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\">Sprawd\u017c jak to robimy w praktyce<\/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\">Webinar z Google<\/option>\n                              <option value=\"2\">Nagranie z konferencji<\/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\">Webinar z Google<\/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\">Nagranie z konferencji<\/span>\n                        <\/div>\n            <div class=\"section-case-study-block__indicator w-100 mt-p-40 mb-p-60 d-none d-lg-block\">\n              <div class=\"section-case-study-block__indicator-top d-flex flex-row justify-content-center align-items-center w-100\">\n                <div class=\"section-case-study-block__indicator-left w-100\"><\/div>\n                <div class=\"section-case-study-block__indicator-right w-100\"><\/div>\n              <\/div>\n              <div class=\"section-case-study-block__indicator-center js-section-case-study-block-indicator\"><\/div>\n            <\/div>\n          <\/div>\n          <div class=\"section-case-study-block__content\">\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row section-case-study-block__item--active\" data-index=\"0\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005765-2.png\" alt=\"Pomogli\u015bmy Nexerze zoptymalizowa\u0107 prac\u0119 z danymi z 30 000 dokument\u00f3w\" 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 Nexerze zoptymalizowa\u0107 prac\u0119 z danymi z 30 000 dokument\u00f3w<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Dla lidera infrastruktury \u015bwiat\u0142owodowej wdro\u017cyli\u015bmy system <strong>Document AI,<\/strong> kt\u00f3ry skr\u00f3ci\u0142 czas analizy dokumentacji technicznej o ponad <strong>2000 godzin.<\/strong> Wykorzystuj\u0105c modele <strong>Gemini,<\/strong> zautomatyzowali\u015bmy ekstrakcj\u0119 danych z um\u00f3w dzier\u017cawy i decyzji lokalizacyjnych, eliminuj\u0105c b\u0142\u0119dy manualne.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Zidentyfikowany potencja\u0142 oszcz\u0119dno\u015bci przekraczaj\u0105cy <br><strong>1 000 000 PLN<\/strong> rocznie oraz pe\u0142na kontrola nad terminami i kosztami zobowi\u0105za\u0144 w czasie rzeczywistym.<\/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\/2026\/05\/Frame-1000005825-1.png\" alt=\"Agent AI w Enterprise: \u0142a\u0328czenie danych i kontrola doste\u0328pu\" 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\">Agent AI w Enterprise: \u0142a\u0328czenie danych i kontrola doste\u0328pu<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Dowiedz si\u0119, jak budowa\u0107 bezpieczne rozwi\u0105zania GenAI \u0142\u0105cz\u0105ce dane nieustrukturyzowane z architektur\u0105 korporacyjn\u0105. Eksperci Alterdata oraz Google Cloud prezentuj\u0105 praktyczne podej\u015bcie do wdra\u017cania agent\u00f3w AI, skupiaj\u0105c si\u0119 na Data Governance i pe\u0142nej kontroli nad dost\u0119pem do informacji.\r\n<br><br>\r\n<strong>W programie:<\/strong> <br><br><strong>Praca z danymi nieustrukturyzowanymi:<\/strong> Wykorzystanie DocAI do analizy z\u0142o\u017conych dokument\u00f3w na \u017cywych przyk\u0142adach wdro\u017ce\u0144.\r\n\r\n<br><br><strong>Architektura Google Cloud:<\/strong> Budowa ekosystemu AI wspieraj\u0105cego bezpiecze\u0144stwo i skalowalno\u015b\u0107 w du\u017cej organizacji.\r\n\r\n<br><br><strong>Panel Q&#038;A:<\/strong> Odpowiedzi na techniczne i biznesowe wyzwania zwi\u0105zane z Data Engineering pod k\u0105tem AI.<\/p>\n                  <a href=\"https:\/\/youtu.be\/JGcJAM3OIPs\" class=\"section-case-study-block__link\" target=\"_blank\">Zobacz nagranie<\/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\/2026\/05\/Frame-330.png\" alt=\"Biznes oparty o dane: GenAI w strukturyzacji dokument\u00f3w (1-2.04.2025)\" 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\">Biznes oparty o dane: GenAI w strukturyzacji dokument\u00f3w (1-2.04.2025)<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">S\u0142awomir Mytych (Alterdata) prezentuje, jak modele GenAI rewolucjonizuj\u0105 prac\u0119 z dokumentacj\u0105 \u2013 od automatycznej klasyfikacji po precyzyjn\u0105 ekstrakcj\u0119 danych. Zobacz na \u017cywo dzia\u0142anie aplikacji, kt\u00f3ra zamienia chaos w plikach (faktury, polisy, CV) w ustrukturyzowan\u0105 wiedz\u0119 biznesow\u0105.\r\n<br><br>\r\n<strong>Z nagrania dowiesz si\u0119:<\/strong> <br><br><strong>Automatyzacja proces\u00f3w:<\/strong> Jak konfigurowa\u0107 modele LLM, aby wyci\u0105ga\u0142y dane w formacie idealnie dopasowanym do Twoich system\u00f3w.\r\n<br><br><strong>Potencja\u0142 Gemini:<\/strong> W jaki spos\u00f3b kontekstowe rozumienie tre\u015bci przez AI wspiera codzienne operacje i eliminuje b\u0142\u0119dy manualne.\r\n\r\n<br><br><strong>Ekonomia wdro\u017cenia:<\/strong> Ile naprawd\u0119 kosztuje przetwarzanie dokument\u00f3w i dlaczego warto zacz\u0105\u0107 od szybkiego PoC.<\/p>\n                  <a href=\"https:\/\/youtu.be\/algbASj0bBA\" class=\"section-case-study-block__link\" target=\"_blank\">Zobacz nagranie<\/a>\n                <\/div>\n              <\/div>\n                      <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-upcoming-events-block \"\n                  style=\"--section-upcoming-events-block-background-color: transparent;\"\n                          id=\"pobierz-e-book\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-upcoming-events-block__inner py-p-48 py-p-lg-80\">\n                      <div class=\"section-upcoming-events-block__title-wrapper text-center\">\n              <h2 class=\"section-upcoming-events-block__title m-auto mb-p-48 mb-p-lg-97 text-start text-lg-center\">Nie wiesz, od czego zacz\u0105\u0107?<\/h2>\n            <\/div>\n                    <div class=\"row justify-content-center\">\n                          <div class=\"col-12 col-lg-5 order-lg-1 d-flex flex-column\">\n                <h2 class=\"section-upcoming-events-block__header  mb-p-11 mb-p-lg-40 text-start\">Pobierz nasz E-book<\/h2>\n                <p class=\"section-upcoming-events-block__description mb-p-35 mb-p-lg-40\"><strong><span class=\"text-color-primary\">Co znajdziesz w e-booku?<\/span><\/strong>\r\n<br><br>\r\nZ tego przewodnika <strong>dowiesz si\u0119, jak przeprowadzi\u0107 audyt dokumentacji,<\/strong> aby wskaza\u0107 procesy z najwi\u0119kszym potencja\u0142em do automatyzacji. Poznasz <strong>sprawdzon\u0105 map\u0119 drogow\u0105 wdro\u017cenia GenAI<\/strong> od budowy MVP po bezpieczne skalowanie rozwi\u0105zania w ca\u0142ej firmie. Zrozumiesz tak\u017ce, <strong>jak zarz\u0105dza\u0107 p\u0119tl\u0105 walidacji i zespo\u0142em,<\/strong> by wyeliminowa\u0107 b\u0142\u0119dy modeli i zapewni\u0107 najwy\u017csz\u0105 jako\u015b\u0107 danych biznesowych. Ca\u0142o\u015b\u0107 zamykaj\u0105 <strong>praktyczne listy kontrolne,<\/strong> kt\u00f3re przygotuj\u0105 Twoj\u0105 organizacj\u0119 na realn\u0105 transformacj\u0119 cyfrow\u0105.<\/p>\n                                  <a href=\"https:\/\/alterdata.com\/pl\/ebook-genai\/\" class=\"section-upcoming-events-block__cta-link\" >Pobierz bezp\u0142atny ebook<\/a>\n                              <\/div>\n              <div class=\"col-12 col-lg-7 order-lg-2 mt-p-20 mt-p-lg-0\">\n                <div class=\"section-upcoming-events-block__image-wrapper d-flex justify-content-center justify-content-lg-end\">\n                  <picture>\n                    <source media=\"(max-width: 767px)\" srcset=\"\">\n                    <img decoding=\"async\" class=\"section-upcoming-events-block__image img-fluid mb-p-29 mb-p-lg-0\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2026\/05\/image-277.png\" alt=\"\">\n                  <\/picture>\n                <\/div>\n              <\/div>\n                      <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-contact-form-block \"\n                  style=\"--section-contact-form-block-background-color: transparent;\"\n                          id=\"formularz\"\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\/Mask-group-1-1.png\" alt=\"Na obrazku wida\u0107 u\u015bmiechni\u0119tego m\u0119\u017cczyzn\u0119 w jasnoniebieskiej marynarce i koszuli. Stoi przodem do aparatu i gestem d\u0142oni jakby co\u015b prezentuje lub zaprasza do zapoznania si\u0119 z ofert\u0105.\" 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 w sobie potencja\u0142. Zapytaj nas, jak go wykorzysta\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\/10882#wpcf7-f795-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Formularz kontaktowy\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"795\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.5\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"pl_PL\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f795-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/><input type=\"hidden\" name=\"_wpcf7_recaptcha_response\" value=\"\" \/>\n<\/fieldset>\n<label> <span>Imi\u0119 i nazwisko <span class=\"red-dot\">*<\/span><\/span>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" autocomplete=\"name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Imi\u0119 i nazwisko\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span>\n<\/label>\n\n<label>\n  <span>Firma<span class=\"red-dot\">*<\/span><\/span>\n  <span class=\"wpcf7-form-control-wrap\" data-name=\"your-company\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" autocomplete=\"company\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Nazwa firmy\" value=\"\" type=\"text\" name=\"your-company\" \/><\/span>\n<\/label>\n\n<label> <span>E-mail <span class=\"red-dot\">*<\/span><\/span>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"E-mail\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span>\n<\/label>\n\n<label> <span>Wiadomo\u015b\u0107 <span class=\"red-dot\">*<\/span><\/span>\n    <span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" placeholder=\"Wpisz tre\u015b\u0107 wiadomo\u015bci.\" name=\"your-message\"><\/textarea><\/span>\n<\/label>\n\n<span style=\"font-size:12px;\">Administratorem danych osobowych przekazanych za pomoc\u0105 powy\u017cszego formularza jest Alterdata.io sp. z o.o. z siedzib\u0105 w Warszawie. Dane osobowe b\u0119d\u0105 przetwarzane w celu skontaktowania si\u0119 z Tob\u0105 w odpowiedzi na Twoj\u0105 wiadomo\u015b\u0107. Masz prawo dost\u0119pu do swoich danych, \u017c\u0105dania ich sprostowania, ograniczenia przetwarzania, \u017c\u0105dania usuni\u0119cia, wniesienia sprzeciwu oraz wniesienia skargi do organu nadzorczego. Szczeg\u00f3\u0142owe informacje o przetwarzaniu Twoich danych osobowych znajduj\u0105 si\u0119 w <a href=\"https:\/\/alterdata.com\/polityka-prywatnosci\/\">Polityce prywatno\u015bci<\/a>.<\/span><br>\n\n<span class=\"info\"><span class=\"red-dot\">*<\/span> Pole obowi\u0105zkowe<\/span>\n\n<div style=\"display:none;\">\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_source\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_source\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_source\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_medium\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_medium\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_medium\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_campaign\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_campaign\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_campaign\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_term\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_term\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_term\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"utm_content\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"utm_content\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"utm_content\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"gclid\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"gclid\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"gclid\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"handl_url\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"handl_url\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"handl_url\" \/><\/span>\n<span class=\"wpcf7-form-control-wrap\" data-name=\"handl_ref\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" id=\"handl_ref\" aria-invalid=\"false\" value=\"\" type=\"text\" name=\"handl_ref\" \/><\/span>\n<\/div>\n\n<input class=\"wpcf7-form-control wpcf7-hidden\" value=\"Contact Form\" type=\"hidden\" name=\"form-name\" \/>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Wy\u015blij wiadomo\u015b\u0107\" \/><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\n            <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n<div class=\"section-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-key-benefits-block js-section-key-benefits-block \"\n                  style=\"--section-key-benefits-block-background-color: transparent;\"\n                          id=\"nasze-know-how\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-key-benefits-block__inner py-p-48 py-p-lg-60\">\n                    <h2 class=\"section-key-benefits-block__title mx-auto text-center mb-p-32 mb-p-lg-48\">Skorzystaj z naszego know-how<\/h2>\n                    <div class=\"section-key-benefits-block__benefits-wrapper row mb-p-48\">\n                          <div class=\"section-key-benefits-block__benefit js-section-key-benefits-block-benefit col-12 col-lg-4 py-p-8 py-p-lg-15 px-p-lg-15\">\n                <div class=\"section-key-benefits-block__benefit-inner d-flex flex-column align-items-center justify-content-start px-p-10 py-p-10 px-p-lg-36 py-p-lg-40 h-100\">\n                  <div class=\"section-key-benefits-block__title-wrapper js-section-key-benefits-block-title-wrapper d-flex flex-row flex-lg-column justify-content-start align-items-center w-100\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005754.png\" alt=\"Realizacja End-to-End\" class=\"section-key-benefits-block__icon d-none d-lg-block img-fluid mb-p-24\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005754.png\" alt=\"Realizacja End-to-End\" class=\"section-key-benefits-block__icon-mobile d-lg-none img-fluid mr-p-8\">\n                    <h3 class=\"section-key-benefits-block__benefit-title text-center \">Realizacja End-to-End<\/h3>\n                    <img decoding=\"async\" class=\"section-key-benefits-block__chevron js-section-key-benefits-block-chevron img-fluid d-lg-none\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-key-benefits-block\/chevron_up_icon.svg\" alt=\"Rozwi\u0144\">\n                  <\/div>\n                  <p class=\"section-key-benefits-block__benefit-description js-section-key-benefits-block-benefit-description  mt-p-24\">Zapewniamy doradztwo w wyborze rozwi\u0105za\u0144, szybk\u0105 budow\u0119 i wdro\u017cenie\u2028wydajnej hurtowni danych w chmurze. <br><br>\r\nPomagamy utrzyma\u0107, optymalizowa\u0107  oraz wzbogaca\u0107 j\u0105 o nowe funkcje.<\/p>\n                <\/div>\n              <\/div>\n                          <div class=\"section-key-benefits-block__benefit js-section-key-benefits-block-benefit col-12 col-lg-4 py-p-8 py-p-lg-15 px-p-lg-15\">\n                <div class=\"section-key-benefits-block__benefit-inner d-flex flex-column align-items-center justify-content-start px-p-10 py-p-10 px-p-lg-36 py-p-lg-40 h-100\">\n                  <div class=\"section-key-benefits-block__title-wrapper js-section-key-benefits-block-title-wrapper d-flex flex-row flex-lg-column justify-content-start align-items-center w-100\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005755.png\" alt=\"Szeroki Tech Stack\" class=\"section-key-benefits-block__icon d-none d-lg-block img-fluid mb-p-24\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005755.png\" alt=\"Szeroki Tech Stack\" class=\"section-key-benefits-block__icon-mobile d-lg-none img-fluid mr-p-8\">\n                    <h3 class=\"section-key-benefits-block__benefit-title text-center \">Szeroki Tech Stack<\/h3>\n                    <img decoding=\"async\" class=\"section-key-benefits-block__chevron js-section-key-benefits-block-chevron img-fluid d-lg-none\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-key-benefits-block\/chevron_up_icon.svg\" alt=\"Rozwi\u0144\">\n                  <\/div>\n                  <p class=\"section-key-benefits-block__benefit-description js-section-key-benefits-block-benefit-description  mt-p-24\">Stosujemy nowoczesne i wydajne  technologie, dobieraj\u0105c je tak, \u2028by najefektywniej realizowa\u0142y cele.\r\n<br><br>Pozwala to nam budowa\u0107 platformy idealnie dobrane do potrzeb klient\u00f3w.<\/p>\n                <\/div>\n              <\/div>\n                          <div class=\"section-key-benefits-block__benefit js-section-key-benefits-block-benefit col-12 col-lg-4 py-p-8 py-p-lg-15 px-p-lg-15\">\n                <div class=\"section-key-benefits-block__benefit-inner d-flex flex-column align-items-center justify-content-start px-p-10 py-p-10 px-p-lg-36 py-p-lg-40 h-100\">\n                  <div class=\"section-key-benefits-block__title-wrapper js-section-key-benefits-block-title-wrapper d-flex flex-row flex-lg-column justify-content-start align-items-center w-100\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005751.png\" alt=\"Zesp\u00f3\u0142 Profesjonalist\u00f3w\" class=\"section-key-benefits-block__icon d-none d-lg-block img-fluid mb-p-24\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005751.png\" alt=\"Zesp\u00f3\u0142 Profesjonalist\u00f3w\" class=\"section-key-benefits-block__icon-mobile d-lg-none img-fluid mr-p-8\">\n                    <h3 class=\"section-key-benefits-block__benefit-title text-center \">Zesp\u00f3\u0142 Profesjonalist\u00f3w<\/h3>\n                    <img decoding=\"async\" class=\"section-key-benefits-block__chevron js-section-key-benefits-block-chevron img-fluid d-lg-none\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-key-benefits-block\/chevron_up_icon.svg\" alt=\"Rozwi\u0144\">\n                  <\/div>\n                  <p class=\"section-key-benefits-block__benefit-description js-section-key-benefits-block-benefit-description  mt-p-24\">Nasi in\u017cynierowie i analitycy danych maj\u0105 wiedz\u0119 oraz lata do\u015bwiadczenia we wdro\u017ceniach dla r\u00f3\u017cnych bran\u017c.<br><br>\r\nDo projekt\u00f3w wybieramy specjalist\u00f3w, kt\u00f3rzy rozumiej\u0105 Twoje wymagania.<\/p>\n                <\/div>\n              <\/div>\n                          <div class=\"section-key-benefits-block__benefit js-section-key-benefits-block-benefit col-12 col-lg-4 py-p-8 py-p-lg-15 px-p-lg-15\">\n                <div class=\"section-key-benefits-block__benefit-inner d-flex flex-column align-items-center justify-content-start px-p-10 py-p-10 px-p-lg-36 py-p-lg-40 h-100\">\n                  <div class=\"section-key-benefits-block__title-wrapper js-section-key-benefits-block-title-wrapper d-flex flex-row flex-lg-column justify-content-start align-items-center w-100\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005751.png\" alt=\"Data Team as a Service\" class=\"section-key-benefits-block__icon d-none d-lg-block img-fluid mb-p-24\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005751.png\" alt=\"Data Team as a Service\" class=\"section-key-benefits-block__icon-mobile d-lg-none img-fluid mr-p-8\">\n                    <h3 class=\"section-key-benefits-block__benefit-title text-center \">Data Team as a Service<\/h3>\n                    <img decoding=\"async\" class=\"section-key-benefits-block__chevron js-section-key-benefits-block-chevron img-fluid d-lg-none\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-key-benefits-block\/chevron_up_icon.svg\" alt=\"Rozwi\u0144\">\n                  <\/div>\n                  <p class=\"section-key-benefits-block__benefit-description js-section-key-benefits-block-benefit-description  mt-p-24\">Otrzymujesz wsparcie dedykowanego zespo\u0142u ekspert\u00f3w, dost\u0119pnego zawsze, gdy go potrzebujesz.\r\n<br><br>To tak\u017ce pomoc w rozbudowie Twojej architektury i szkoleniu pracownik\u00f3w.<\/p>\n                <\/div>\n              <\/div>\n                          <div class=\"section-key-benefits-block__benefit js-section-key-benefits-block-benefit col-12 col-lg-4 py-p-8 py-p-lg-15 px-p-lg-15\">\n                <div class=\"section-key-benefits-block__benefit-inner d-flex flex-column align-items-center justify-content-start px-p-10 py-p-10 px-p-lg-36 py-p-lg-40 h-100\">\n                  <div class=\"section-key-benefits-block__title-wrapper js-section-key-benefits-block-title-wrapper d-flex flex-row flex-lg-column justify-content-start align-items-center w-100\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005753.png\" alt=\"Dopasowane Us\u0142ugi\" class=\"section-key-benefits-block__icon d-none d-lg-block img-fluid mb-p-24\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-1000005753.png\" alt=\"Dopasowane Us\u0142ugi\" class=\"section-key-benefits-block__icon-mobile d-lg-none img-fluid mr-p-8\">\n                    <h3 class=\"section-key-benefits-block__benefit-title text-center \">Dopasowane Us\u0142ugi<\/h3>\n                    <img decoding=\"async\" class=\"section-key-benefits-block__chevron js-section-key-benefits-block-chevron img-fluid d-lg-none\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-key-benefits-block\/chevron_up_icon.svg\" alt=\"Rozwi\u0144\">\n                  <\/div>\n                  <p class=\"section-key-benefits-block__benefit-description js-section-key-benefits-block-benefit-description  mt-p-24\">Tworzymy precyzyjnie dostosowane \u2028do Twoich wymaga\u0144 oraz bud\u017cetu\u2028hurtownie danych w chmurze.\r\n<br><br>Bierzemy pod uwag\u0119 bran\u017c\u0119, wielko\u015b\u0107 firmy, Twoje cele i inne wa\u017cne czynniki.<\/p>\n                <\/div>\n              <\/div>\n                          <div class=\"section-key-benefits-block__benefit js-section-key-benefits-block-benefit col-12 col-lg-4 py-p-8 py-p-lg-15 px-p-lg-15\">\n                <div class=\"section-key-benefits-block__benefit-inner d-flex flex-column align-items-center justify-content-start px-p-10 py-p-10 px-p-lg-36 py-p-lg-40 h-100\">\n                  <div class=\"section-key-benefits-block__title-wrapper js-section-key-benefits-block-title-wrapper d-flex flex-row flex-lg-column justify-content-start align-items-center w-100\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-32.png\" alt=\"Bezpiecze\u0144stwo Danych\" class=\"section-key-benefits-block__icon d-none d-lg-block img-fluid mb-p-24\">\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/07\/Frame-32.png\" alt=\"Bezpiecze\u0144stwo Danych\" class=\"section-key-benefits-block__icon-mobile d-lg-none img-fluid mr-p-8\">\n                    <h3 class=\"section-key-benefits-block__benefit-title text-center \">Bezpiecze\u0144stwo Danych<\/h3>\n                    <img decoding=\"async\" class=\"section-key-benefits-block__chevron js-section-key-benefits-block-chevron img-fluid d-lg-none\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-key-benefits-block\/chevron_up_icon.svg\" alt=\"Rozwi\u0144\">\n                  <\/div>\n                  <p class=\"section-key-benefits-block__benefit-description js-section-key-benefits-block-benefit-description  mt-p-24\">Pracujemy w Twoim \u015brodowisku i nie pobieramy z niego \u017cadnych danych, co gwarantuje ich bezpiecze\u0144stwo.<br><br>\r\nTy decydujesz, do kt\u00f3rych informacji mamy dost\u0119p w trakcie naszej pracy.<\/p>\n                <\/div>\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\">1. Co to jest Document AI (DocAI) i czym r\u00f3\u017cni si\u0119 od tradycyjnego OCR?<\/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\">Tradycyjny OCR tylko odczytuje znaki, podczas gdy Document AI (wykorzystuj\u0105cy modele LLM) rozumie kontekst semantyczny, co pozwala na inteligentn\u0105 ekstrakcj\u0119 danych z dowolnego formatu PDF czy skanu, niezale\u017cnie od jego uk\u0142adu.<\/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\">2. Jakie typy dokument\u00f3w mo\u017cna przetwarza\u0107 za pomoc\u0105 Document AI?<\/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\">Nasza technologia wykracza daleko poza standardow\u0105 administracj\u0119. Posiadamy unikalne do\u015bwiadczenie w procesowaniu wysoce specyficznych danych, takich jak skomplikowane mapy sieci ciep\u0142owniczych czy bran\u017cowa dokumentacja instalacji telekomunikacyjnych. Opr\u00f3cz obs\u0142ugi dokumentacji technicznej, system w pe\u0142ni automatyzuje obieg dokument\u00f3w biznesowych: od faktur kosztowych i um\u00f3w handlowych, po wnioski reklamacyjne oraz zaawansowan\u0105 selekcj\u0119 CV w dzia\u0142ach HR. Dzi\u0119ki modelom LLM, Document AI radzi sobie z interpretacj\u0105 kontekstu nawet w najbardziej niestandardowych formatach bran\u017cowych.<\/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\">3. Co to jest RAG (Retrieval-Augmented Generation) w kontek\u015bcie pracy z dokumentami?<\/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\">Architektura RAG pozwala na integracj\u0119 modeli j\u0119zykowych (LLM) z bazami wektorowymi, kt\u00f3re przechowuj\u0105 wiedz\u0119 uwi\u0119zion\u0105 w Twoich dokumentach. Umo\u017cliwia to stworzenie bezpiecznego asystenta, z kt\u00f3rym Twoi pracownicy mog\u0105 &#8222;rozmawia\u0107&#8221; wewn\u0105trz firmy.<\/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\">4. Czy Document AI integruje si\u0119 z systemami ERP i CRM?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Nasze rozwi\u0105zania DocAI s\u0105 zaprojektowane jako modu\u0142y, kt\u00f3re \u0142atwo integruj\u0105 si\u0119 ze standardowymi systemami, takimi jak SAP, Microsoft Dynamics czy Salesforce, zapewniaj\u0105c p\u0142ynny przep\u0142yw ustrukturyzowanych danych do proces\u00f3w operacyjnych.<\/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\">5. Ile kosztuje wdro\u017cenie Document AI i od czego zale\u017c\u0105 koszty?<\/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\">Koszty wdro\u017cenia zale\u017c\u0105 od skali (ilo\u015bci przetwarzanych stron), stopnia skomplikowania dokument\u00f3w oraz poziomu integracji. Oferujemy elastyczne modele, kt\u00f3re pozwalaj\u0105 na optymalizacj\u0119 koszt\u00f3w, a nasi partnerzy odnotowuj\u0105 ROI (zwrot z inwestycji) zazwyczaj w mniej ni\u017c 6 miesi\u0119cy.<\/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\">6. Jak Document AI wp\u0142ywa na optymalizacj\u0119 proces\u00f3w w dziale HR?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Nasze rozwi\u0105zanie GenAI for HR automatyzuje m.in. selekcj\u0119 kandydat\u00f3w, analizuj\u0105c setki CV i scoringuj\u0105c dopasowanie kompetencji mi\u0119kkich i twardych. Pozwala to na drastyczne skr\u00f3cenie czasu rekrutacji i eliminacj\u0119 b\u0142\u0119d\u00f3w manualnych.<\/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\">7. Czy moje dokumenty s\u0105 bezpieczne przy u\u017cyciu modeli LLM? Jak dbacie o Compliance?<\/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\">Przetwarzanie odbywa si\u0119 w Twojej prywatnej chmurze, bez wycieku danych do publicznych modeli. Nasza architektura gwarantuje pe\u0142n\u0105 zgodno\u015b\u0107 z Compliance i najwy\u017cszymi standardami ochrony danych, w tym RAG z zachowaniem kontroli dost\u0119pu.<\/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\">8. W jaki spos\u00f3b AI radzi sobie z halucynacjami i b\u0142\u0119dami w dokumentach?<\/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\">Wykorzystujemy zaawansowane systemy weryfikacji i p\u0119tle walidacji danych. Ka\u017cdy ustrukturyzowany wynik jest por\u00f3wnywany z oryginalnym plikiem, co minimalizuje ryzyko b\u0142\u0119d\u00f3w (halucynacji), zapewniaj\u0105c najwy\u017csz\u0105 jako\u015b\u0107 danych biznesowych.<\/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\">9. Jak wygl\u0105da proces wdro\u017cenia (Roadmap) Document AI w Alterdata?<\/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\">Proces zaczyna si\u0119 od audytu i budowy MVP\/PoC (Proof of Concept) w 4-6 tygodni, co pozwala na szybk\u0105 walidacj\u0119 za\u0142o\u017ce\u0144. Nast\u0119pnie realizujemy pe\u0142ne wdro\u017cenie i skalowanie systemu w ca\u0142ej organizacji, zintegrowane z nowoczesn\u0105 hurtowni\u0105 danych.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">10. Czy Document AI mo\u017ce obs\u0142ugiwa\u0107 dokumenty w wielu j\u0119zykach, w tym s\u0142abe skany?<\/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\">Tak, nasze modele s\u0105 wieloj\u0119zyczne i radz\u0105 sobie z analiz\u0105 kontekstow\u0105. Wykorzystujemy zaawansowane techniki przetwarzania obrazu, aby precyzyjnie interpretowa\u0107 dane nawet z zaszumionych, s\u0142abej jako\u015bci skan\u00f3w, eliminuj\u0105c b\u0142\u0119dy manualnego przepisywania danych.<\/p>\n                <\/div>\n                          <\/div>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-10882","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/10882","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\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/comments?post=10882"}],"version-history":[{"count":39,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/10882\/revisions"}],"predecessor-version":[{"id":10939,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/10882\/revisions\/10939"}],"wp:attachment":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/media?parent=10882"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}