{"id":11298,"date":"2026-05-20T15:02:04","date_gmt":"2026-05-20T13:02:04","guid":{"rendered":"https:\/\/alterdata.com\/?page_id=11298"},"modified":"2026-05-20T15:02:11","modified_gmt":"2026-05-20T13:02:11","slug":"implementacja-ai","status":"publish","type":"page","link":"https:\/\/alterdata.com\/pl\/implementacja-ai\/","title":{"rendered":"Us\u0142ugi \/ Implementacja 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\">Zaimplementujemy AI w Twojej organizacji<\/h1>\n              <p class=\"section-hero-block__description mb-p-60\">Projektujemy, trenujemy i wdra\u017camy dedykowane rozwi\u0105zania oparte o sztuczn\u0105 inteligencj\u0119 <br>(GenAI, LLM, Machine Learning). <\/p>\n                              <a class=\"section-hero-block__button\" href=\"#formularz\" >Skonsultuj sw\u00f3j projekt<\/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-128.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\">Zaufali nam:<\/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=\"pso_alterdata\"\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                                 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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=\"celsium_alterdata\"\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=\"pkpenergertyka_alterdata\"\n                                             class=\"section-partner-logos-block__logo-image\">\n                                                                 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           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=\"inteliwise_alterdata\"\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\/2026\/05\/302342293_409669357922198_6067247116440971130_n-1.png\" alt=\"ccgames_alterdata\"\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-key-benefits-block js-section-key-benefits-block \"\n                  style=\"--section-key-benefits-block-background-color: transparent;\"\n                          id=\"rozwiazania-ai\"\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\">Jakie rozwi\u0105zania AI mo\u017cemy <br><span class=\"text-color-primary\">zaimplementowa\u0107 w Twojej firmie?<\/span><\/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\/2026\/05\/image_genai_llm-1.png\" alt=\"Generative AI &#038; LLM\" 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\/2026\/05\/image_genai_llm-1.png\" alt=\"Generative AI &#038; LLM\" 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 \">Generative AI &#038; LLM<\/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\">Integracja i dostrajanie (fine-tuning) modeli takich jak Gemini czy GPT do specyficznych potrzeb organizacji (np. wewn\u0119trzne systemy doradcze, automatyczna generacja tre\u015bci).<\/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\/2026\/05\/image_conversationalanalytics-1.png\" alt=\"Analityka Konwersacyjna\" 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\/2026\/05\/image_conversationalanalytics-1.png\" alt=\"Analityka Konwersacyjna\" 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 \">Analityka Konwersacyjna<\/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\">Tworzenie interfejs\u00f3w pozwalaj\u0105cych na zadawanie pyta\u0144 biznesowych hurtowniom danych w j\u0119zyku naturalnym. Umo\u017cliwia to b\u0142yskawiczne generowanie raport\u00f3w i wykres\u00f3w bez znajomo\u015bci SQL.\r\n<\/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\/2026\/05\/image_ragsystems.png\" alt=\"Systemy RAG\" 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\/2026\/05\/image_ragsystems.png\" alt=\"Systemy RAG\" 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 \">Systemy RAG<\/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\">Budowa inteligentnych wyszukiwarek firmowych i chatbot\u00f3w, kt\u00f3re pozwalaj\u0105 pracownikom rozmawia\u0107 z tysi\u0105cami dokument\u00f3w, procedur i baz wiedzy w czasie rzeczywistym.\r\n<\/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\/2026\/05\/image_docai.png\" alt=\"Document AI\" 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\/2026\/05\/image_docai.png\" alt=\"Document AI\" 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 \">Document AI<\/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\">Automatyzacja czytania i przetwarzania dokument\u00f3w. Wykorzystanie modeli wizyjnych AI do b\u0142yskawicznej ekstrakcji ustrukturyzowanych danych z faktur, um\u00f3w, skan\u00f3w czy pism odr\u0119cznych.<\/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\/2026\/05\/image_predictionsml.png\" alt=\"Predykcja i ML\" 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\/2026\/05\/image_predictionsml.png\" alt=\"Predykcja i ML\" 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 \">Predykcja i ML<\/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\">Tworzenie algorytm\u00f3w prognozuj\u0105cych sprzeda\u017c, popyt, zachowania klient\u00f3w (churn) czy wykrywaj\u0105cych anomalie w procesach operacyjnych.<\/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\/2026\/05\/image_integrationaisystem.png\" alt=\"Integracja AI z Systemami \" 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\/2026\/05\/image_integrationaisystem.png\" alt=\"Integracja AI z Systemami \" 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 \">Integracja AI z Systemami <\/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\">Pod\u0142\u0105czanie algorytm\u00f3w AI pod istniej\u0105cy ekosystem firmy: systemy CRM, ERP, e-commerce oraz hurtownie danych.<\/p>\n                <\/div>\n              <\/div>\n                      <\/div>\n                    <div class=\"section-key-benefits-block__cta-wrapper d-flex flex-column flex-lg-row justify-content-center align-items-center\">\n            <p class=\"section-key-benefits-block__cta-content mr-p-lg-48 text-center mb-p-24 mb-p-lg-0\">Przekszta\u0142\u0107 technologi\u0119 AI w zyski dla biznesu<\/p>\n            <a href=\"#formularz\" class=\"section-key-benefits-block__cta-button px-p-51 py-p-10\">Zapytaj o wdro\u017cenie<\/a>\n          <\/div>\n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"section-five-steps-block \"\n                    style=\"--section-five-steps-block-background-color: transparent;\"\n                            id=\"proces-wdrozeniowy\"\n        >\n    <div class=\"container pt-p-48 mb-p-48\">\n        <div class=\"row\">\n            <div class=\"col-12\">\n                <h2 class=\"section-five-steps-block__title text-start text-lg-center mb-p-24 mx-auto\">Proces wdro\u017cenia <span class=\"text-color-light-green\">od pomys\u0142u do produkcji<\/span><\/h2>\n                <p class=\"section-five-steps-block__description text-start text-lg-center mb-p-24 mb-p-lg-68 mx-auto\">Przeprowadzimy Twoj\u0105 firm\u0119 przez ca\u0142y proces bezpiecznej adopcji sztucznej inteligencji. Nie zostawiamy Ci\u0119 z samymi modelami, bierzemy pe\u0142n\u0105 odpowiedzialno\u015b\u0107 za ka\u017cdy etap projektu: od analizy danych, przez kodowanie i rygorystyczne procedury bezpiecze\u0144stwa, a\u017c po monitoring powdro\u017ceniowy.<\/p>\n            <\/div>\n        <\/div>\n        <div class=\"row section-five-steps-block__content mx-auto\">\n            <div class=\"col-12 col-lg-7\">\n                <div class=\"section-five-steps-block__steps\">\n                    <p class=\"section-five-steps-block__short-description mb-p-32 text-start\"><\/p>\n                    <div class=\"row\">\n                        <div class=\"col-12\">\n                            <div class=\"section-five-steps-block__steps-content\">\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">1<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Warsztat produktowo-technologiczny (Discovery)<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Analizujemy Twoje procesy biznesowe oraz architektur\u0119 danych. Wsp\u00f3lnie definiujemy cele, identyfikujemy najbardziej op\u0142acalne obszary do automatyzacji i oceniamy, kt\u00f3re z nich przynios\u0105 najwy\u017cszy zwrot z inwestycji (ROI).\r\n<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">2<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Przygotowanie danych (Data Readiness)<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">AI jest tak dobre, jak dane, na kt\u00f3rych pracuje. W tym kroku nasi in\u017cynierowie danych czyszcz\u0105, porz\u0105dkuj\u0105 i integruj\u0105 niezb\u0119dne \u017ar\u00f3d\u0142a informacji w bezpiecznym \u015brodowisku, buduj\u0105c stabilny fundament pod modele sztucznej inteligencji.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">3<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Szybki prototyp (Proof of Concept &#8211; PoC)<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">W ci\u0105gu 2-4 tygodni tworzymy uproszczon\u0105, dzia\u0142aj\u0105c\u0105 wersj\u0119 systemu na pr\u00f3bce Twoich realnych danych. Pozwala to na bezpieczne przetestowanie za\u0142o\u017ce\u0144 i skuteczno\u015bci algorytm\u00f3w przed zaanga\u017cowaniem pe\u0142nego bud\u017cetu wdro\u017ceniowego.\r\n<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">4<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Wyb\u00f3r i trenowanie modeli (Development)<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Dobieramy optymaln\u0105 technologi\u0119 (np. modele z rodziny Gemini lub rozwi\u0105zania Open Source). Projektujemy zaawansowany Prompt Engineering lub przeprowadzamy proces dostrajania modeli (fine-tuning) do specyficznego \u017cargonu Twojej bran\u017cy.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">5<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Integracja z ekosystemem (Deployment)<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Wdra\u017camy gotowe rozwi\u0105zanie w Twojej infrastrukturze chmurowej (GCP \/ AWS \/ Azure). \u0141\u0105czymy system AI z narz\u0119dziami, z kt\u00f3rych Tw\u00f3j zesp\u00f3\u0142 korzysta na co dzie\u0144, takimi jak CRM, ERP, Slack, Teams czy wewn\u0119trzne bazy wiedzy.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">6<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Zarz\u0105dzanie i Bezpiecze\u0144stwo (AI Governance)<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Konfigurujemy rygorystyczne polityki dost\u0119pu, audytowalno\u015b\u0107 zapyta\u0144 i mechanizmy kontroli danych. Dbamy o to, aby system AI dzia\u0142a\u0142 zgodnie z procedurami bezpiecze\u0144stwa firmy oraz przepisami prawnymi, a u\u017cytkownicy mieli dost\u0119p wy\u0142\u0105cznie do zatwierdzonych dla nich zasob\u00f3w.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                                    <div class=\"section-five-steps-block__step mb-p-26 mb-p-lg-22\">\n                                        <div class=\"section-five-steps-block__step-index text-center\">\n                                            <span class=\"section-five-steps-block__step-index-text\">7<\/span>\n                                        <\/div>\n                                        <div class=\"section-five-steps-block__step-content\">\n                                            <h3 class=\"section-five-steps-block__step-title mb-p-1 mb-p-lg-8\">Utrzymanie, monitoring i rozw\u00f3j (MLOps)<\/h3>\n                                            <p class=\"section-five-steps-block__step-description\">Po uruchomieniu produkcyjnym na bie\u017c\u0105co monitorujemy stabilno\u015b\u0107 systemu, dok\u0142adno\u015b\u0107 odpowiedzi oraz koszty chmurowe. Dbamy o to, aby system adaptowa\u0142 si\u0119 do nowych danych i r\u00f3s\u0142 wraz z potrzebami Twojego biznesu.<\/p>\n                                        <\/div>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n            <div class=\"col-12 col-lg-5 d-flex justify-content-center align-items-center text-center\">\n                <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2026\/05\/image-291.png\" class=\"section-five-steps-block__image img-fluid\" alt=\"Section Image\">\n            <\/div>\n        <\/div>\n                <div class=\"section-five-steps-block__cta row d-flex justify-content-center mt-p-40\">\n            <div class=\"col-12 d-flex flex-column flex-lg-row justify-content-center align-items-center mb-p-24 mb-p-lg-0\">\n              <h3 class=\"section-five-steps-block__cta-content text-center text-lg-end \">Gotowy na krok pierwszy?<\/h3>\n              <a href=\"#formularz\" class=\"section-five-steps-block__cta-button px-p-51 py-p-15 ml-0 ml-p-lg-30 mt-p-20 mt-p-lg-0\" >Um\u00f3w warsztat<\/a>\n            <\/div>\n\n        <\/div>\n            <\/div>\n<\/div>\n\n\n<div class=\"section-about-event-block \"\n                  style=\"--section-about-event-block-background-color: transparent;\"\n                          id=\"dlaczego-my\"\n        >\n  <div class=\"container pt-p-48 pb-p-48 py-p-lg-80\">\n    <div class=\"row align-items-center\">\n      <div class=\"section-about-event-block__content col-12 col-lg-7 pl-p-lg-80\">\n        <h2 class=\"section-about-event-block__title mb-p-24\">Wybierasz ekspert\u00f3w<\/h2>\n        <p class=\"section-about-event-block__description mb-p-24\">Jeste\u015bmy pomostem mi\u0119dzy surow\u0105 moc\u0105 obliczeniow\u0105 Google a realnym procesem biznesowym. Jako <strong>Partner Google Cloud,<\/strong> nie tylko dostarczamy technologi\u0119, ale projektujemy j\u0105 tak, by pracowa\u0142a na Tw\u00f3j wynik finansowy.\r\n<br><br>\r\n<strong>\u25aa\ufe0f Eksperci od danych:<\/strong> Najpierw porz\u0105dkujemy Twoj\u0105 architektur\u0119, by AI dzia\u0142a\u0142o na czystych i wiarygodnych informacjach.\r\n<br><br>\r\n<strong>\u25aa\ufe0f P\u0119tla walidacji:<\/strong> Wdra\u017camy mechanizmy nadzoru, dzi\u0119ki kt\u00f3rym Twoi eksperci mog\u0105 \u0142atwo weryfikowa\u0107 prac\u0119 AI, eliminuj\u0105c b\u0142\u0119dy.\r\n<br><br>\r\n<strong>\u25aa\ufe0f Transparentno\u015b\u0107 koszt\u00f3w:<\/strong> Optymalizujemy wykorzystanie modeli na platformie Vertex AI, by\u015b p\u0142aci\u0142 tylko za realnie wykonan\u0105 prac\u0119 Agent\u00f3w.<\/p>\n      <\/div>\n      <div class=\"section-about-event-block__image-wrapper col-12 col-lg-5 justify-content-center align-items-center d-none d-lg-flex\">\n        <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2026\/05\/image-284.png\" alt=\"About Event Image\" class=\"section-about-event-block__image img-fluid\">\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div class=\"section-case-study-block js-section-case-study-block \"\n                  style=\"--section-case-study-block-background-color: transparent;\"\n                          id=\"case-studies\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-case-study-block__inner py-p-48 py-p-lg-80\">\n                              <h2 class=\"section-case-study-block__heading m-auto mb-p-48 mb-p-lg-94 text-center\">Poznaj historie sukcesu naszych klient\u00f3w<\/h2>\n                    <div class=\"section-case-study-block__nav mb-p-16\">\n            <select class=\"section-case-study-block__select js-section-case-study-block-select d-block d-md-none mb-p-16 py-p-8 px-p-24 w-100\">\n                              <option value=\"0\">Ciep\u0142ownictwo i Energetyka<\/option>\n                              <option value=\"1\">Telekomunikacja<\/option>\n                              <option value=\"2\">Agencja reklamowa<\/option>\n                              <option value=\"3\">Digital Natives<\/option>\n                              <option value=\"4\">Gaming<\/option>\n                          <\/select>\n            <div class=\"d-none d-lg-block\">\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 section-case-study-block__nav-button--active\" data-index=\"0\">Ciep\u0142ownictwo i Energetyka<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"1\">Telekomunikacja<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"2\">Agencja reklamowa<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"3\">Digital Natives<\/span>\n                          <span class=\"section-case-study-block__nav-button js-section-case-study-block-nav-button px-p-40 py-p-20 \" data-index=\"4\">Gaming<\/span>\n                        <\/div>\n            <div class=\"section-case-study-block__indicator w-100 mt-p-40 mb-p-60 d-none d-lg-block\">\n              <div class=\"section-case-study-block__indicator-top d-flex flex-row justify-content-center align-items-center w-100\">\n                <div class=\"section-case-study-block__indicator-left w-100\"><\/div>\n                <div class=\"section-case-study-block__indicator-right w-100\"><\/div>\n              <\/div>\n              <div class=\"section-case-study-block__indicator-center js-section-case-study-block-indicator\"><\/div>\n            <\/div>\n          <\/div>\n          <div class=\"section-case-study-block__content\">\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row section-case-study-block__item--active\" data-index=\"0\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005765-2.png\" alt=\"Pomogli\u015bmy Celsium zbudowa\u0107 hurtowni\u0119 danych, kt\u00f3ra zredukowa\u0142a koszty o 180\u202f000 z\u0142 rocznie\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Pomogli\u015bmy Celsium zbudowa\u0107 hurtowni\u0119 danych, kt\u00f3ra zredukowa\u0142a koszty o 180\u202f000 z\u0142 rocznie<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Zintegrowali\u015bmy dane z licznik\u00f3w, SCADA, system\u00f3w billingowych i pogodowych w jednej hurtowni na Google Cloud Platform. Stworzyli\u015bmy zaawansowane procesy ETL, mechanizmy kontroli jako\u015bci danych i dashboardy w Tableau, wspieraj\u0105ce codzienn\u0105 analiz\u0119 produkcji i zu\u017cycia ciep\u0142a.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Wykrywanie awarii licznik\u00f3w w 1 dzie\u0144 (wcze\u015bniej miesi\u0105c), 3\u00d7 dziennie aktualizowane dane operacyjne i znaczne oszcz\u0119dno\u015bci dzi\u0119ki optymalizacji \u017ar\u00f3de\u0142 ciep\u0142a i lepszemu bilansowaniu popytu.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/transformacja-cyfrowa-celsium\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"1\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005766-3.png\" alt=\"Zbudowali\u015bmy nowoczesn\u0105 hurtowni\u0119 danych w GCP dla Polskiego \u015awiat\u0142owodu Otwartego\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Zbudowali\u015bmy nowoczesn\u0105 hurtowni\u0119 danych w GCP dla Polskiego \u015awiat\u0142owodu Otwartego<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Pomogli\u015bmy P\u015aO zaprojektowa\u0107 i wdro\u017cy\u0107 skalowaln\u0105 architektur\u0119 Data Lake na Google Cloud Platform. Zintegrowali\u015bmy 13 \u017ar\u00f3de\u0142 danych, stworzyli\u015bmy automatyczne procesy ELT, zabezpieczenia dost\u0119pu i model danych b\u0119d\u0105cy jednym \u017ar\u00f3d\u0142em prawdy w organizacji.\r\n<br><br>\r\n<strong>Efekt?<\/strong>  Niezale\u017cno\u015b\u0107 w raportowaniu, szybka integracja nowych system\u00f3w, gotowo\u015b\u0107 na przysz\u0142e potrzeby i oszcz\u0119dno\u015b\u0107 koszt\u00f3w dzi\u0119ki eliminacji infrastruktury on-premise.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/pso\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"2\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005767-2.png\" alt=\"Pomogli\u015bmy AMS wykorzysta\u0107 dane z no\u015bnik\u00f3w DOOH i utrzyma\u0107 pozycj\u0119 lidera reklamy zewn\u0119trznej\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Pomogli\u015bmy AMS wykorzysta\u0107 dane z no\u015bnik\u00f3w DOOH i utrzyma\u0107 pozycj\u0119 lidera reklamy zewn\u0119trznej<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Zbudowali\u015bmy nowoczesny ekosystem danych dla AMS \u2013 lidera reklamy OOH i DOOH. Po\u0142\u0105czyli\u015bmy dane z no\u015bnik\u00f3w, system\u00f3w wewn\u0119trznych, Proxi.cloud i CitiesAI, tworz\u0105c jednolit\u0105 hurtowni\u0119 danych w BigQuery z analiz\u0105 w czasie zbli\u017conym do rzeczywistego.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Targetowanie oparte na danych, automatyzacja kampanii, lepsze wyniki dla klient\u00f3w i umocnienie pozycji rynkowej dzi\u0119ki programmatic buying w oparciu o rzeczywisty zasi\u0119g.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/ams\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"3\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005768-2.png\" alt=\"Pomogli\u015bmy Tutlo zautomatyzowa\u0107 integracj\u0119 danych i zbudowa\u0107 nowoczesne ETL w czasie rzeczywistym\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Pomogli\u015bmy Tutlo zautomatyzowa\u0107 integracj\u0119 danych i zbudowa\u0107 nowoczesne ETL w czasie rzeczywistym<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">We wsp\u00f3\u0142pracy z zespo\u0142em Tutlo zaprojektowali\u015bmy i wdro\u017cyli\u015bmy architektur\u0119 integracji danych opart\u0105 o bezserwerowe komponenty Google Cloud. System umo\u017cliwia synchronizacj\u0119 danych z dziesi\u0105tek \u017ar\u00f3de\u0142 \u2013 w tym CRM \u2013 z pe\u0142nym monitoringiem, automatyzacj\u0105 CI\/CD i gotowo\u015bci\u0105 do dalszej skalowalno\u015bci.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Stabilny i elastyczny ekosystem danych, gotowy na automatyzacj\u0119 proces\u00f3w, projekty ML i dynamiczny rozw\u00f3j platformy edukacyjnej.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/transformacja-etl-tutlo\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                          <div class=\"section-case-study-block__item js-section-case-study-block-item row \" data-index=\"4\">\n                <div class=\"section-case-study-block__image-wrapper col-12 col-lg-6 d-flex justify-content-center order-lg-1 mb-p-16 mb-p-lg-0 align-items-start\">\n                  <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2025\/11\/Frame-1000005769-2.png\" alt=\"Pomogli\u015bmy FunCraft prognozowa\u0107 ROI i optymalizowa\u0107 bud\u017cety UA w bran\u017cy mobile gaming\" class=\"section-case-study-block__image img-fluid\">\n                <\/div>\n                <div class=\"section-case-study-block__content-wrapper col-12 col-lg-6 order-lg-0\">\n                  <h2 class=\"section-case-study-block__title mb-p-16 mb-p-lg-40\">Pomogli\u015bmy FunCraft prognozowa\u0107 ROI i optymalizowa\u0107 bud\u017cety UA w bran\u017cy mobile gaming<\/h2>\n                  <p class=\"section-case-study-block__description mb-p-16 mb-p-lg-40\">Dla ameryka\u0144skiego studia gier wdro\u017cyli\u015bmy kompleksowe rozwi\u0105zanie BI, integruj\u0105c dane z Adjust, sklep\u00f3w i platform reklamowych do hurtowni BigQuery. Zbudowali\u015bmy zaawansowane dashboardy w Looker Studio oraz modele predykcyjne ROI, kt\u00f3re umo\u017cliwiaj\u0105 podejmowanie trafnych decyzji bud\u017cetowych \u2013 nawet przy d\u0142ugim cyklu zwrotu z inwestycji.\r\n<br><br>\r\n<strong>Efekt?<\/strong> Zesp\u00f3\u0142 marketingu FunCraft dzia\u0142a szybciej, skuteczniej i z pe\u0142n\u0105 kontrol\u0105 nad danymi.<\/p>\n                  <a href=\"https:\/\/alterdata.com\/pl\/case-studies\/optymalizacja-budzetow-marketingowych-i-prognozowanie-rentownosci-w-funcraft-inc\/\" class=\"section-case-study-block__link\" target=\"_blank\">Czytaj wi\u0119cej<\/a>\n                <\/div>\n              <\/div>\n                      <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"section-contact-form-block-v2 \"\n                  style=\"--section-contact-form-block-v2-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-v2__inner\">\n          <div class=\"section-contact-form-block-v2__content d-flex align-items-center my-p-48 my-p-lg-80 mx-p-lg-120\">\n            <div class=\"section-contact-form-block-v2__image d-none d-lg-flex align-items-center col-lg-6 mb-4 mb-md-0\">\n                              <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/uploads\/2026\/05\/Frame-6.png\" alt=\"\" class=\"img-fluid\">\n                          <\/div>\n            <div class=\"section-contact-form-block-v2__form-container col-12 col-lg-6\">\n              <h2 class=\"section-contact-form-block-v2__title mb-p-32\">Twoje dane kryj\u0105 w sobie potencja\u0142. <h3>Zapytaj nas, jak go wykorzysta\u0107<\/h3><br><\/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\/11298#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=\"6.1.6\" \/><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 placeholder-gray\" autocomplete=\"name\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Wpisz imi\u0119 i nazwisko\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span> \n<\/label>\n\n<label> <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 placeholder-gray\" autocomplete=\"company\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Wpisz nazw\u0119 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 placeholder-gray\" autocomplete=\"email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Wpisz adres 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 placeholder-gray\" aria-invalid=\"false\" placeholder=\"Jak mo\u017cemy Ci pom\u00f3c?\" name=\"your-message\"><\/textarea><\/span> \n<\/label>\n\n<span style=\"font-size:12px;\">\nAdministratorem danych osobowych jest Alterdata.io sp. z o.o. Dane z formularza przetwarzamy wy\u0142\u0105cznie w celu odpowiedzi na Twoj\u0105 wiadomo\u015b\u0107. Przys\u0142uguj\u0105 Ci prawa dotycz\u0105ce Twoich danych, w tym dost\u0119pu, sprostowania, usuni\u0119cia, ograniczenia przetwarzania, sprzeciwu oraz skargi do organu nadzorczego. Wi\u0119cej informacji znajdziesz w <a href=\"https:\/\/alterdata.com\/polityka-prywatnosci\/\" style=\"color:#0000EE; text-decoration:underline;\">Polityce prywatno\u015bci<\/a>.\n<\/span>\n<br>\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\n<div class=\"section-why-worth-block-v2 \"\n                  style=\"--section-why-worth-block-v2-background-color: transparent;\"\n                          id=\"dlaczego-alterdata\"\n        >\n  <div class=\"container\">\n    <div class=\"row\">\n      <div class=\"col\">\n        <div class=\"section-why-worth-block-v2__inner pt-p-48 pb-p-48 pt-p-lg-60 pb-p-lg-60\">\n                      <h2 class=\"section-why-worth-block-v2__title text-left text-lg-center m-lg-auto mb-p-24 mb-p-lg-72 pb-p-lg-16\">Dlaczego Alterdata?<\/h2>\n                                <p class=\"section-why-worth-block-v2__description text-left text-lg-center m-auto mb-p-32 mb-p-lg-56\">\u0141\u0105czymy do\u015bwiadczenie ekspert\u00f3w, szerok\u0105 znajomo\u015b\u0107 technologii i elastyczne podej\u015bcie do wsp\u00f3\u0142pracy, aby tworzy\u0107 rozwi\u0105zania danych realnie dopasowane do potrzeb Twojej organizacji.<\/p>\n          \n                      <div class=\"section-why-worth-block-v2__benefits row justify-content-center mb-p-32 mb-p-lg-60\">\n                              <div class=\"section-why-worth-block-v2__benefit col-12 col-lg-6 mb-p-16\">\n                  <div class=\"section-why-worth-block-v2__benefit-inner d-flex flex-row align-items-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"section-why-worth-block-v2__benefit-icon-wrap mr-p-16 mr-p-lg-24\" aria-hidden=\"true\">\n                                              <svg width=\"100%\" height=\"100%\" viewBox=\"0 0 30 30\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"planning 1 [Vectorized]\" clip-path=\"url(#clip0_0_14)\">\n<path id=\"Vector\" d=\"M25.0519 0H25.6444C25.6865 0.0225407 25.8189 0.0544485 25.8719 0.0700682C26.0326 0.117472 26.1555 0.162511 26.3036 0.240568C26.7723 0.49046 27.1229 0.916248 27.278 1.42439C27.4327 1.93563 27.3781 2.48736 27.1261 2.95834C26.866 3.43639 26.4269 3.79182 25.9052 3.94671C25.4005 4.09419 24.8579 4.03387 24.3981 3.77918C23.841 3.4732 23.5673 3.05082 23.3934 2.45927C23.1212 2.45562 21.5912 2.4357 21.4293 2.48376C21.3328 2.58098 21.3669 3.70327 21.3669 3.92399L21.3678 6.73125C21.368 7.14677 21.3879 7.80434 21.3606 8.20392C22.0279 8.22132 22.7185 8.20557 23.3896 8.21178C23.4305 8.04644 23.4899 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class=\"section-why-worth-block-v2__benefit-title mb-p-8\">Kompleksowa realizacja End-to-End<\/h3>\n                                                                    <p class=\"section-why-worth-block-v2__benefit-description\">Prowadzimy ca\u0142y proces: od doradztwa i wyboru technologii, przez budow\u0119 hurtowni danych, po rozw\u00f3j, utrzymanie i optymalizacj\u0119 rozwi\u0105za\u0144. 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odpowiada\u0107 zar\u00f3wno na potrzeby technologiczne, jak i biznesowe. Nasz zesp\u00f3\u0142 pomaga prze\u0142o\u017cy\u0107 cele organizacji na konkretne rozwi\u0105zania, kt\u00f3re realnie wspieraj\u0105 decyzje i rozw\u00f3j firmy.<\/p>\n                                          <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-why-worth-block-v2__benefit col-12 col-lg-6 mb-p-16\">\n                  <div class=\"section-why-worth-block-v2__benefit-inner d-flex flex-row align-items-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"section-why-worth-block-v2__benefit-icon-wrap mr-p-16 mr-p-lg-24\" aria-hidden=\"true\">\n                                              <svg width=\"100%\" height=\"100%\" viewBox=\"0 0 36 36\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"technology (1) 1 [Vectorized]\" clip-path=\"url(#clip0_0_11)\">\n<path id=\"Vector\" d=\"M22.79 4.69846C21.8904 4.31851 21.3952 3.44171 21.6749 2.48233C21.8057 2.02634 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class=\"section-why-worth-block-v2__benefit-title mb-p-8\">Neutralno\u015b\u0107 technologiczna<\/h3>\n                                                                    <p class=\"section-why-worth-block-v2__benefit-description\">Dobieramy narz\u0119dzia do celu, a nie odwrotnie. Pracujemy z popularnymi technologiami chmurowymi i analitycznymi, m.in. Google Cloud, Azure, AWS, Snowflake, Databricks, Power BI, Tableau czy Looker. Dzi\u0119ki szerokiej znajomo\u015bci narz\u0119dzi rekomendujemy rozwi\u0105zania najlepiej dopasowane do sytuacji klienta, zamiast forsowa\u0107 jedn\u0105 technologi\u0119.<\/p>\n                                          <\/div>\n                  <\/div>\n                <\/div>\n                              <div class=\"section-why-worth-block-v2__benefit col-12 col-lg-6 mb-p-16\">\n                  <div class=\"section-why-worth-block-v2__benefit-inner d-flex flex-row align-items-start px-p-24 py-p-24 px-p-lg-40 py-p-lg-40 h-100\">\n                    <div class=\"section-why-worth-block-v2__benefit-icon-wrap mr-p-16 mr-p-lg-24\" aria-hidden=\"true\">\n                                              <svg width=\"100%\" height=\"100%\" viewBox=\"0 0 30 30\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"demand 1 [Vectorized]\" clip-path=\"url(#clip0_0_21)\">\n<path id=\"Vector\" d=\"M9.71062 0.947403C9.83909 0.942282 9.96759 0.938688 10.0961 0.936616C12.3561 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mb-p-8\">Elastyczny model wsp\u00f3\u0142pracy<\/h3>\n                                                                    <p class=\"section-why-worth-block-v2__benefit-description\">Oferujemy wsparcie dok\u0142adnie wtedy, gdy go potrzebujesz, od pojedynczych specjalist\u00f3w po model Data Team as a Service, bez konieczno\u015bci budowania pe\u0142nego zespo\u0142u wewn\u0119trznie. 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18.3182 21.0644 18.322C21.0589 17.9208 20.97 16.6474 21.2509 16.4312C21.8321 15.9842 23.2947 16.2561 24.0448 16.1884C24.5129 16.1462 25.1825 16.4084 25.3078 16.9149C25.456 17.9444 25.3318 19.0794 25.3715 20.1227C25.3894 20.5958 25.1253 21.1934 24.6269 21.3069C24.0036 21.4488 23.2227 21.3745 22.5695 21.3859C22.4054 21.7192 22.3095 22.0837 22.1689 22.4273C22.0372 22.7492 21.8585 23.0591 21.74 23.3844C21.7165 23.4489 21.6758 23.5415 21.6976 23.6098C21.746 23.7611 21.9059 23.8936 22.0173 24.0015C22.5794 24.5457 23.487 25.1746 23.0489 26.0715C22.8961 26.3843 20.9929 28.2464 20.6582 28.5286C20.5459 28.6232 20.4345 28.7042 20.2937 28.751C20.0321 28.837 19.7471 28.8156 19.5013 28.6915C18.9945 28.4335 18.3519 27.5245 17.9392 27.274C17.2651 27.6018 16.6166 27.8966 15.9076 28.1416C15.6848 28.2186 15.7422 28.5561 15.7321 28.7554C15.7018 29.3524 15.8818 30.1433 15.4536 30.6373C15.3075 30.8069 15.0885 30.8828 14.9133 31H11.3823C10.4643 30.4981 10.5389 30.1331 10.5598 29.1831C10.566 28.8982 10.5816 28.4681 10.5405 28.189C10.2473 28.0585 9.92079 27.9671 9.61775 27.851C9.18551 27.6808 8.7631 27.4867 8.35253 27.2694C7.6445 27.7755 6.84065 29.2439 5.858 28.6919C5.59365 28.5434 4.7875 27.7557 4.55546 27.4818C4.06212 26.8995 2.90838 26.2003 3.15982 25.3415C3.37951 24.5911 4.25717 24.2091 4.60753 23.5568C4.61443 23.5437 4.16024 22.5037 4.10762 22.395C3.96839 22.1075 3.88139 21.6482 3.73913 21.3919C1.55763 21.2629 0.740328 21.8641 0.91589 18.9065C0.9887 18.1676 0.686002 16.9875 1.31016 16.4471C1.90527 15.9319 3.0951 16.3639 3.73931 16.1209C3.67695 16.1445 4.62829 14.0177 4.64664 13.9504C4.17882 13.4332 3.58186 12.983 3.21858 12.3977C3.09016 12.1909 3.12495 11.593 3.28085 11.4074C3.97645 10.5791 4.8093 9.83881 5.57022 9.06695C5.795 8.83906 6.10073 8.74042 6.39272 8.76361C7.12062 8.82141 7.72539 9.792 8.32813 10.2696Z\" fill=\"currentColor\"\/>\n<path id=\"Vector_7\" d=\"M20.5975 0H23.3408C23.8367 0.316745 23.8835 0.515015 23.8629 1.10145C23.8401 1.75152 23.8956 2.41638 23.8501 3.06543C23.8387 3.22833 23.7674 3.47176 23.6238 3.5673C23.4859 3.66148 23.338 3.72027 23.1725 3.74525C22.3987 3.7883 21.6007 3.7929 20.8255 3.75118C20.1683 3.71582 20.0974 3.27419 20.1003 2.71927C20.1017 2.45632 20.0953 2.1904 20.0998 1.92865C20.1077 1.47345 20.0733 1.01031 20.1364 0.559256C20.1761 0.279709 20.39 0.146797 20.5975 0ZM21.0089 2.83003C21.6091 2.85136 22.3411 2.8624 22.9458 2.84567C22.9513 2.20906 22.9498 1.57241 22.9414 0.935831C22.5916 0.939436 21.2968 0.973763 21.0182 0.931989C21.0068 1.56485 21.0221 2.20502 21.0089 2.83003Z\" fill=\"currentColor\"\/>\n<\/g>\n<defs>\n<clipPath id=\"clip0_0_41\">\n<rect width=\"31\" height=\"31\" fill=\"white\"\/>\n<\/clipPath>\n<\/defs>\n<\/svg>\n\n                                          <\/div>\n                    <div class=\"section-why-worth-block-v2__benefit-text\">\n                                              <h3 class=\"section-why-worth-block-v2__benefit-title mb-p-8\">Bezpieczna architektura<\/h3>\n                                                                    <p class=\"section-why-worth-block-v2__benefit-description\">Tworzymy skalowalne, bezpieczne rozwi\u0105zania gotowe na rozw\u00f3j organizacji, rosn\u0105c\u0105 ilo\u015b\u0107 danych i migracj\u0119 do nowoczesnych \u015brodowisk chmurowych. Dbamy o kontrol\u0119 dost\u0119pu, stabilno\u015b\u0107 i mo\u017cliwo\u015b\u0107 dalszej rozbudowy, aby platforma danych mog\u0142a rozwija\u0107 si\u0119 razem z firm\u0105.<\/p>\n                                          <\/div>\n                  <\/div>\n                <\/div>\n                          <\/div>\n          \n                  <\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/div>\n\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\">Data lakes i lakehouse&#8217;y<\/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\">ETL, ELT i streaming 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=\"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                  Data lakes i lakehouse&#8217;y\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                  ETL, ELT i streaming danych\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-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\">Jak zacz\u0105\u0107 wdro\u017cenie AI w firmie i od czego zacz\u0105\u0107 proces?<\/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 warto zacz\u0105\u0107 od audytu proces\u00f3w biznesowych i identyfikacji obszar\u00f3w o najwy\u017cszym potencjale zwrotu z inwestycji (ROI). Najcz\u0119stszym krokiem pocz\u0105tkowym jest faza Discovery (warsztaty technologiczne), podczas kt\u00f3rej analizuje si\u0119 jako\u015b\u0107 posiadanych danych i wybiera jedno, mniejsze zadanie do realizacji w formie Proof of Concept (PoC).<\/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\">Ile kosztuje implementacja sztucznej inteligencji (AI) w przedsi\u0119biorstwie?<\/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\">Koszt wdro\u017cenia AI zale\u017cy od z\u0142o\u017cono\u015bci projektu, wolumenu danych oraz wybranej technologii. Pocz\u0105tkowa faza testowa (prototyp PoC) to zazwyczaj koszt od kilkunastu do kilkudziesi\u0119ciu tysi\u0119cy z\u0142otych. Pe\u0142ne wdro\u017cenia system\u00f3w Enterprise wyceniane s\u0105 indywidualnie, a koszty operacyjne (OpEx) optymalizuje si\u0119 poprzez model p\u0142atno\u015bci za realne zu\u017cycie zasob\u00f3w chmurowych (pay-per-use).<\/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\">Jakie s\u0105 najwi\u0119ksze ryzyka zwi\u0105zane z wdro\u017ceniem AI w biznesie?<\/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\">Do g\u0142\u00f3wnych ryzyk nale\u017c\u0105: niska jako\u015b\u0107 danych wej\u015bciowych (prowadz\u0105ca do b\u0142\u0119dnych wniosk\u00f3w AI), brak kontroli nad kosztami zapyta\u0144 do modeli (koszty chmurowe) oraz op\u00f3r zespo\u0142u przed adaptacj\u0105 nowego narz\u0119dzia. Wszystkie te elementy eliminuje si\u0119 poprzez odpowiednie zaprojektowanie architektury systemu, monitoring MLOps oraz szkolenia dla pracownik\u00f3w.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">Czy wdra\u017canie modeli LLM (np. Gemini) jest bezpieczne dla danych firmy?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Tak, pod warunkiem odpowiedniej konfiguracji \u015brodowiska. Wdro\u017cenia komercyjne realizuje si\u0119 wewn\u0105trz zamkni\u0119tej i zabezpieczonej infrastruktury chmurowej klienta. Gwarantuje to, \u017ce poufne informacje, bazy danych czy tajemnice handlowe firmy nigdy nie opuszcz\u0105 organizacji i nie zostan\u0105 wykorzystane do trenowania publicznych modeli AI.<\/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\">Ile trwa proces wdro\u017cenia dedykowanego rozwi\u0105zania 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\">Stworzenie dzia\u0142aj\u0105cego prototypu (PoC) i walidacja za\u0142o\u017ce\u0144 biznesowych trwa zazwyczaj od 2 do 4 tygodni. Pe\u0142na implementacja produkcyjna \u2013 obejmuj\u0105ca integracj\u0119 z systemami CRM\/ERP, budow\u0119 potok\u00f3w danych oraz testy bezpiecze\u0144stwa \u2013 zajmuje najcz\u0119\u015bciej od 2 do 5 miesi\u0119cy, zale\u017cnie od skali projektu.<\/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\">Czym r\u00f3\u017cni si\u0119 gotowe narz\u0119dzie AI od dedykowanej implementacji?<\/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\">Gotowe narz\u0119dzia (SaaS) oferuj\u0105 szybki start, ale nie znaj\u0105 specyfiki Twojej firmy, maj\u0105 ograniczone mo\u017cliwo\u015bci integracji i mog\u0105 generowa\u0107 wysokie koszty licencyjne per u\u017cytkownik. Dedykowana implementacja AI jest skrojona pod unikalne procesy firmy, uczy si\u0119 na Twoich danych i staje si\u0119 w\u0142asno\u015bci\u0105 intelektualn\u0105 Twojego przedsi\u0119biorstwa.<\/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\">Jakie systemy firmowe mo\u017cna zintegrowa\u0107 ze sztuczn\u0105 inteligencj\u0105?<\/h3>\n                    <img decoding=\"async\" src=\"https:\/\/alterdata.com\/wp-content\/themes\/alterdata-theme\/src\/images\/blocks\/section-accordion-block\/chevron_ico.svg\" class=\"section-accordion-block__chevron ml-p-10 js-section-accordion-block__chevron\" alt=\"Icon chevron\" >\n                  <\/div>\n                  <p class=\"section-accordion-block__answer pt-p-24 pt-p-lg-32 mr-p-lg-50 js-section-accordion-block__answer\">Modele AI mo\u017cna zintegrowa\u0107 praktycznie z ka\u017cdym nowoczesnym oprogramowaniem posiadaj\u0105cym API. Najcz\u0119\u015bciej integracj\u0119 przeprowadza si\u0119 z systemami CRM (np. Salesforce, HubSpot), systemami ERP (np. SAP), platformami e-commerce, bazami wiedzy oraz nowoczesnymi chmurowymi hurtowniami danych (BigQuery, Snowflake).<\/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\">Jakie kompetencje techniczne musi posiada\u0107 firma przed wdro\u017ceniem 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\">Organizacja nie musi posiada\u0107 w\u0142asnego zespo\u0142u in\u017cynier\u00f3w AI czy Data Scientists \u2013 ca\u0142e techniczne wykonawstwo, od architektury po kodowanie, le\u017cy po stronie partnera wdro\u017ceniowego. Kluczowa jest jednak obecno\u015b\u0107 w firmie tzw. w\u0142a\u015bciciela biznesowego (Product Ownera), kt\u00f3ry rozumie procesy operacyjne i cele, jakie AI ma zrealizowa\u0107.<\/p>\n                <\/div>\n                              <div class=\"section-accordion-block__item py-p-24 py-p-lg-32 px-p-lg-32 js-section-accordion-block__item\">\n                  <div class=\"section-accordion-block__question-wrapper js-section-accordion-block-question-wrapper d-flex align-items-center justify-content-between w-100\">\n                    <h3 class=\"section-accordion-block__question  position-relative\">W jakich obszarach biznesowych AI przynosi najwi\u0119ksze oszcz\u0119dno\u015bci?<\/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\">Najszybszy zwrot z inwestycji zauwa\u017calny jest w automatyzacji powtarzalnych proces\u00f3w: inteligentnym przetwarzaniu dokument\u00f3w (Document AI), automatyzacji obs\u0142ugi klienta (wieloj\u0119zyczne boty), zaawansowanej analityce predykcyjnej (prognozowanie sprzeda\u017cy i popytu) oraz automatyzacji marketingu.<\/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\">Jaki jest koszt utrzymania takiego rozwi\u0105zania (koszty chmurowe i licencje 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\">Efektywno\u015b\u0107 mierzy si\u0119 za pomoc\u0105 twardych wska\u017anik\u00f3w KPI ustalonych przed startem projektu. S\u0105 to najcz\u0119\u015bciej: skr\u00f3cenie czasu trwania danego procesu (np. ksi\u0119gowania faktury z godzin do sekund), spadek liczby b\u0142\u0119d\u00f3w ludzkich, redukcja koszt\u00f3w operacyjnych lub bezpo\u015bredni wzrost konwersji i sprzeda\u017cy dzi\u0119ki trafnym rekomendacjom AI.<\/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-11298","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/11298","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=11298"}],"version-history":[{"count":18,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/11298\/revisions"}],"predecessor-version":[{"id":11340,"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/pages\/11298\/revisions\/11340"}],"wp:attachment":[{"href":"https:\/\/alterdata.com\/pl\/wp-json\/wp\/v2\/media?parent=11298"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}