{"id":56378,"date":"2024-10-11T11:59:27","date_gmt":"2024-10-11T09:59:27","guid":{"rendered":"https:\/\/qualityminds.com\/?page_id=56378"},"modified":"2025-08-31T11:52:01","modified_gmt":"2025-08-31T09:52:01","slug":"sztuczna-inteligencja-i-nauka-o-danych","status":"publish","type":"page","link":"https:\/\/qualityminds.com\/pl\/sztuczna-inteligencja-i-nauka-o-danych\/","title":{"rendered":"Przegl\u0105d AI"},"content":{"rendered":"\n<section id=\"block-664c9ca6abe0a\"  class=\"hero-section is-style-type-2 template4\">\n\t<div class=\"bg\">\n\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1536\" height=\"636\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Strategy-Consulting-Services.jpg\" class=\"attachment-full size-full\" alt=\"Quality Minds AI Strategy Consulting Services\" loading=\"eager\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Strategy-Consulting-Services.jpg 1536w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Strategy-Consulting-Services-300x124.jpg 300w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Strategy-Consulting-Services-1024x424.jpg 1024w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Strategy-Consulting-Services-768x318.jpg 768w\" sizes=\"(max-width: 1536px) 100vw, 1536px\" \/>\t\t\t<\/div>\n\t<div class=\"container\">\n\t\t<div class=\"hero-section__wrapper flex flex-wrap justify-between\">\n\t\t\t<div class=\"hero-section__description\">\n\t\t\t\t<div class=\"text-element-wrapper\">\n\t\t\t\t\t<div class=\"text-element\">\n\n<h1 class=\"wp-block-heading has-theme-quaternary-color has-text-color has-link-color wp-elements-ae65e56e6f496ffcce9082130998462e\"><strong>Cyfryzacja z wykorzystaniem <br><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-secondary-color\">Data Science<\/mark> i <mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-secondary-color\">sztucznej inteligencji<\/mark><\/strong><\/h1>\n\n\n\n<p class=\"has-theme-quaternary-color has-text-color has-link-color wp-elements-de6c883ebfa3a9f04d1be60fc6f5e7c3 wp-block-paragraph\">Nauka o danych &#8211; od doradztwa strategicznego AI po MLOps<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-fe48e5de wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"#portfolio\">Portfolio ai i dAta Science<\/a><\/div>\n<\/div>\n\n<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"social\">\n\t\t<div class=\"container\">\n\t\t\t<div class=\"social-wrapper flex items-center\">\n\t\t\t\t\u015aled\u017a nas\t\t\t\t\t<ul class=\"no-list no-margin social-list\">\n\t\t\t\t\t<li>\n\t\t\t\t<a href=\"https:\/\/www.linkedin.com\/company\/qualityminds-gmbh\/\" target=\"_blank\" aria-label=\"share on social media\" rel=\"noopener\">\n\t\t\t\t\t<img decoding=\"async\" width=\"29\" height=\"29\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/linkedin.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li>\n\t\t\t\t<a href=\"https:\/\/de-de.facebook.com\/QualityMindsGmbH\/\" target=\"_blank\" aria-label=\"share on social media\" rel=\"noopener\">\n\t\t\t\t\t<img decoding=\"async\" width=\"29\" height=\"29\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/facebook.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t\t\t<li>\n\t\t\t\t<a href=\"https:\/\/www.xing.com\/pages\/qualitymindsgmbh\" target=\"_blank\" aria-label=\"share on social media\" rel=\"noopener\">\n\t\t\t\t\t<img decoding=\"async\" width=\"29\" height=\"29\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/xing_icon.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t<\/a>\n\t\t\t<\/li>\n\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"portfolio\"  class=\"portfolio-section\">\n\t<div class=\"container\">\n\t\t<div class=\"portfolio-section__heading flex justify-between items-end\">\n\t\t\t<div class=\"text-element\">\n\n<p class=\"brand-subtitle wp-block-paragraph\">AI<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Portfolio<\/strong><\/h2>\n\n<\/div>\n\n\t\t\t\t\t\t\t<p class=\"description\">Data Science \u2013 od doradztwa w strategii AI po MLOps: Nasza ekspertyza obejmuje wdra\u017canie sztucznej inteligencji w aplikacjach biznesowych za pomoc\u0105 analizy danych, data science, in\u017cynierii danych i uczenia maszynowego oraz zaawansowane modelowanie AI i tworzenie prototyp\u00f3w.\r\n\r\nPosiadamy w\u0142asn\u0105 infrastruktur\u0119 klastrow\u0105 AI, sk\u0142adaj\u0105c\u0105 si\u0119 z 8 kart graficznych NVIDIA RTX\u2122 A6000, przeznaczon\u0105 do trenowania i testowania modeli AI. Wykorzystujemy j\u0105 do szybkiego prototypowania i zwinnego rozwoju. Dzi\u0119ki temu mo\u017cemy b\u0142yskawicznie rozpocz\u0105\u0107 projekty i szybko dostarcza\u0107 pierwsze wyniki, niezale\u017cnie od infrastruktury naszych klient\u00f3w.\r\n\r\nT\u0119 infrastruktur\u0119 wykorzystujemy do szybkiego prototypowania i zwinnego rozwoju. Dzi\u0119ki temu mo\u017cemy b\u0142yskawicznie rozpocz\u0105\u0107 projekty i szybko dostarcza\u0107 pierwsze wyniki, nie b\u0119d\u0105c zale\u017cnymi od infrastruktury naszych klient\u00f3w. Zapewnia nam to du\u017c\u0105 elastyczno\u015b\u0107 i niezale\u017cno\u015b\u0107, dzi\u0119ki czemu mo\u017cemy terminowo i efektywnie prezentowa\u0107 rozwi\u0105zania naszym klientom.<\/p>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div class=\"portfolio-section__blocks flex flex-wrap\">\n\t\t\t\t\t\t\t\t\t<div class=\"block\">\n\t\t\t\t\t\t<a href=\"https:\/\/qualityminds.com\/de\/ki-data-science\/ki-testing\/\" class=\"block-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" width=\"1222\" height=\"1048\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Agile-Software-Development-and-Project-Management-1.jpeg\" class=\"block-bg\" alt=\"Software Programmer Working\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Agile-Software-Development-and-Project-Management-1.jpeg 1222w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Agile-Software-Development-and-Project-Management-1-300x257.jpeg 300w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Agile-Software-Development-and-Project-Management-1-1024x878.jpeg 1024w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Agile-Software-Development-and-Project-Management-1-768x659.jpeg 768w\" sizes=\"auto, (max-width: 1222px) 100vw, 1222px\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"block-title\">Testowanie sztucznej inteligencji i uczenia maszynowego<\/h3>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"block-text\">Strategia testowania AI<br \/>\r\nJako\u015b\u0107 danych testowych<br \/>\r\nTestowanie praktyczne<br \/>\r\nNarz\u0119dzia testowe oparte na ML<br \/>\r\nPrzypadki nietypowe<br \/>\r\nWizja komputerowa<\/p>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/a>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"block\">\n\t\t\t\t\t\t<a href=\"https:\/\/qualityminds.com\/pl\/sztuczna-inteligencja-i-nauka-o-danych\/strategia-ai-i-inzynieria-uczenia-maszynowego\/\" class=\"block-wrapper\">\n\t\t\t\t\t\t<img decoding=\"async\" width=\"1034\" height=\"1050\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Digital-Transformation-and-AI-Strategy.jpg\" class=\"block-bg\" alt=\"Quality Minds AI Digital Transformation and AI Strategy\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Digital-Transformation-and-AI-Strategy.jpg 1034w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Digital-Transformation-and-AI-Strategy-295x300.jpg 295w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Digital-Transformation-and-AI-Strategy-1008x1024.jpg 1008w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-AI-Digital-Transformation-and-AI-Strategy-768x780.jpg 768w\" sizes=\"auto, (max-width: 1034px) 100vw, 1034px\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<h3 class=\"block-title\">Us\u0142ugi AI i ML<\/h3>\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"block-text\">Rozw\u00f3j AI (NLP, LLM, systemy RAG, systemy PEFT, Computer Vision, robotyka, jako\u015b\u0107 danych i architektura danych, uczenie maszynowe, deep learning, reinforcement learning)<br \/>\r\nStrategia AI i doradztwo w zakresie przypadk\u00f3w u\u017cycia<br \/>\r\nTestowanie AI<br \/>\r\nMLOps<br \/>\r\nSzkolenia z AI<br \/>\r\nUX dla aplikacji AI<br \/>\r\nIntegracja z systemami informatycznymi<\/p>\n\t\t\t\t\t\t\n\t\t\t\t\t\t<\/a>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n\n\n<section id=\"block-664205e58ac69\"  class=\"hero-description-section template1\">\n\t<div class=\"container\">\n\t\t<div class=\"hero-description-section__wrapper flex flex-wrap justify-between items-start\">\n\t\t\t<div class=\"left-block\">\n\t\t\t\t<img decoding=\"async\" width=\"88\" height=\"88\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/ai-88px-2farb-icon.svg\" class=\"icon\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t<div class=\"text-element\">\n\n<h2 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-theme-secondary-color\">W jaki spos\u00f3b sztuczna inteligencja wspiera procesy biznesowe?<\/mark><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">W QualityMinds pomagamy Ci to dok\u0142adnie okre\u015bli\u0107 \u2013 w praktyce, z pomoc\u0105 ekspert\u00f3w Data Science, poprzez testowanie rozwi\u0105za\u0144 opartych na sztucznej inteligencji, a tak\u017ce w ramach kompleksowego doradztwa strategicznego.<br>Znamy wyzwania zwi\u0105zane z modelowaniem AI \u2013 od wst\u0119pnego przetwarzania danych (pre-processing), przez in\u017cynieri\u0119 uczenia maszynowego (ML engineering), a\u017c po MLOps.<\/p>\n\n<\/div>\n\t\t\t<\/div>\n\t\t\t<div class=\"right-block\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-element\">\n\t\t\t\t\t\t<p>W QualityMinds pomagamy Ci to dok\u0142adnie ustali\u0107 \u2013 w praktyczny spos\u00f3b, wsp\u00f3lnie z ekspertami Data Science, poprzez testowanie rozwi\u0105za\u0144 opartych na sztucznej inteligencji, a tak\u017ce w ramach kompleksowego doradztwa strategicznego.<\/p>\n<p><strong>Znamy wyzwania zwi\u0105zane z modelowaniem AI \u2013 od wst\u0119pnego przetwarzania danych (preprocessing), przez in\u017cynieri\u0119 uczenia maszynowego (ML engineering), a\u017c po MLOps.<\/strong><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"block-66420dfd5408d\"  class=\"content-section template-4\">\n\t<div class=\"container\">\n\n\t\t\n\t\t<div class=\"content flex justify-between items-start\">\n\t\t\t<div class=\"text-element-wrapper\">\n\t\t\t\t\n\t\t\t\t<div class=\"text-element\">\n\n<h2 class=\"wp-block-heading\"><strong><br><br>Jaka jest Twoja strategia cyfryzacji?<\/strong><\/h2>\n\n\n\n<p class=\"has-x-large-font-size wp-block-paragraph\">Dlaczego sztuczna inteligencja i uczenie maszynowe s\u0105 r\u00f3wnie\u017c wa\u017cnymi tematami w strategii cyfryzacji?<\/p>\n\n<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"blocks\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"block\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-element\">\n\t\t\t\t\t\t\t\t\t<p>Technologie rozwijaj\u0105 si\u0119 w zawrotnym tempie i nie da si\u0119 ich unikn\u0105\u0107. Ci, kt\u00f3rzy zaczn\u0105 wcze\u015bnie zyskaj\u0105 przewag\u0119 dzi\u0119ki ustrukturyzowanej strategii AI.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"block\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-element\">\n\t\t\t\t\t\t\t\t\t<p>Uczenie maszynowe i sztuczna inteligencja pozwalaj\u0105 wydoby\u0107 warto\u015b\u0107 z posiadanych danych i mog\u0105 zrewolucjonizowa\u0107 Twoje procesy biznesowe \u2013 prowadz\u0105c do wi\u0119kszej efektywno\u015bci i wy\u017cszej jako\u015bci.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"block\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"text-element\">\n\t\t\t\t\t\t\t\t\t<p>Sztuczna inteligencja umo\u017cliwia odkrywanie nowych mo\u017cliwo\u015bci biznesowych i wspiera innowacje.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t<\/div>\n<\/section>\n\n\n<section id=\"block-664c9ca6abf19\"  class=\"text-image-section wp-elements-bc04479bf5c7c06e2a04cfcf86fd8af3 has-theme-primary-background-color has-theme-tertiary-color template-2\">\n\t<div class=\"container\">\n\t\t<div class=\"content flex justify-between\">\n\t\t\t<div class=\"text-element-wrapper\">\n\t\t\t\t<div class=\"text-element\">\n\n<h2 class=\"wp-block-heading\">Sztuczna inteligencja &#8211; konieczno\u015b\u0107 w strategii cyfryzacji<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Integracja sztucznej inteligencji z procesami biznesowymi otwiera nowe mo\u017cliwo\u015bci zwi\u0119kszenia efektywno\u015bci, redukcji koszt\u00f3w oraz wspierania innowacji.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:ai@qualityminds.de\" target=\"_blank\" rel=\"noreferrer noopener\">Napisz do nas<\/a><\/div>\n<\/div>\n\n<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"image-box\">\n\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" width=\"479\" height=\"306\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Digitalisierung-Fakten-02-on-QM-Petrol-BG.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"block-664c9ca6ac02c\"  class=\"text-image-section template-1\">\n\t<div class=\"container\">\n\t\t<div class=\"content flex justify-between\">\n\t\t\t<div class=\"text-element-wrapper\">\n\t\t\t\t<div class=\"text-element\">\n\n<p class=\"brand-subtitle wp-block-paragraph\">podcast<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Czym jest Machine Learning i dlaczego warto przyjrze\u0107 mu si\u0119 bli\u017cej?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Q<strong>ualityHeroes Podcast odcinek 28:<\/strong> Dr Namrata Gurung m\u00f3wi o uczeniu maszynowym i dlaczego ma ono wp\u0142yw na nas wszystkich.<\/p>\n\n\n\n<div id=\"block-664c9ca6ac041\"  class=\"podcast-player-block\">\n\t\t\t<wave-audio-path-player src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/QualityHeroes_Episode028.mp3\" wave-width=\"334\" wave-height=\"62\" wave-slider=\"transparent\"><\/wave-audio-path-player>\n\t<\/div>\n<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"image-box default\">\n\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" width=\"1707\" height=\"2560\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/namrata-gurung-data-science-scaled.jpg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/namrata-gurung-data-science-scaled.jpg 1707w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/namrata-gurung-data-science-200x300.jpg 200w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/namrata-gurung-data-science-683x1024.jpg 683w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/namrata-gurung-data-science-768x1152.jpg 768w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/namrata-gurung-data-science-1024x1536.jpg 1024w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/namrata-gurung-data-science-1365x2048.jpg 1365w\" sizes=\"auto, (max-width: 1707px) 100vw, 1707px\" \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"block-666c12c72be99\"  class=\"text-image-section wp-elements-0db9045204e918b84e0f6c4e36d7de11 has-theme-tertiary-background-color has-theme-primary-color template-2\">\n\t<div class=\"container\">\n\t\t<div class=\"content flex justify-between\">\n\t\t\t<div class=\"text-element-wrapper\">\n\t\t\t\t<div class=\"text-element\">\n\n<p class=\"brand-subtitle wp-block-paragraph\">Definicja<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tematy zwi\u0105zane ze sztuczn\u0105 inteligencj\u0105<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>K\u00fcnstliche Intelligenz:<\/strong> KI ist ein umfassender Begriff f\u00fcr Technologien, die Maschinen intelligentes Verhalten erm\u00f6glichen, wie Sprachverarbeitung, Planung und Wissensrepr\u00e4sentation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Machine Learning:<\/strong> Machine Learning ist ein Teilgebiet der KI, bei dem Systeme mithilfe von Algorithmen aus Daten lernen, um Vorhersagen oder Entscheidungen zu treffen.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Deep Learning:<\/strong> Deep Learning ist eine Methode des Machine Learnings, die k\u00fcnstliche neuronale Netzwerke nutzt, um komplexe Muster in gro\u00dfen Datenmengen zu erkennen.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-quaternary\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:ai@qualityminds.de\">Frage uns<\/a><\/div>\n<\/div>\n\n<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"image-box\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"block-666c12c72be99\"  class=\"text-image-section wp-elements-155edbf9a83cb22ebbd04d84d6cc8d3f has-theme-quaternary-background-color has-theme-primary-color template-4\">\n\t<div class=\"container\">\n\t\t<div class=\"content flex justify-between\">\n\t\t\t<div class=\"text-element-wrapper\">\n\t\t\t\t<div class=\"text-element\">\n\n<p class=\"brand-subtitle wp-block-paragraph\">Wiedza specjalistyczna<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Jazda autonomiczna<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">QualityMinds oferuje ponad 200 ekspert\u00f3w w Niemczech i Polsce z dog\u0142\u0119bn\u0105 wiedz\u0105 specjalistyczn\u0105 w zakresie in\u017cynierii oprogramowania, a zw\u0142aszcza w dziedzinie zapewniania jako\u015bci i sztucznej inteligencji.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Od 2018 roku we wsp\u00f3\u0142pracy ze wszystkimi niemieckimi producentami OEM (producentami oryginalnego wyposa\u017cenia), strategicznymi dostawcami motoryzacyjnymi i instytutami badawczymi opracowujemy rozwi\u0105zania\u00a0<a href=\"https:\/\/qualityminds.com\/pl\/case\/projekt-ochrony-ai-bezpieczenstwo-autonomicznej-jazdy\/\">zapewniaj\u0105ce bezpiecze\u0144stwo i jako\u015b\u0107 autonomicznych system\u00f3w jazdy.<\/a>.<br>\u0141\u0105czymy nasze do\u015bwiadczenie doradcze z intensywn\u0105 dzia\u0142alno\u015bci\u0105 badawczo-rozwojow\u0105.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-quaternary\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:ai@qualityminds.de\">zadaj nam pytanie<\/a><\/div>\n<\/div>\n\n<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"image-box\">\n\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" width=\"206\" height=\"106\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Expertise-Autonomes-Fahren-White-BG.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"block-66474d96b663c\"  class=\"projects-slider-section\">\n\t<div class=\"container\">\n\t\t<div class=\"swiper\">\n\t\t\t<div class=\"swiper-wrapper\">\n\n<div id=\"block-66474d96b6654\"  class=\"swiper-slide\">\n\t<div class=\"slide flex justify-between\">\n\t\t<div class=\"slide-description\">\n\t\t\t<div class=\"text-element\">\n\n<h2 class=\"wp-block-heading\"><strong>DATEV  <\/strong><\/h2>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Warsztaty AI<\/strong><\/h2>\n\n\n\n<p class=\"has-x-large-font-size wp-block-paragraph\">AI dla bran\u017cy doradztwa podatkowego do wypr\u00f3bowania.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-fb3877cf wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/qualityminds.com\/pl\/case\/warsztaty-datev-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">Projekt warsztat\u00f3w AI<\/a><\/div>\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t<div class=\"slide-blockquote\">\n\t\t\t\t<div class=\"text-element\">\n\t\t\t\t\t<p>\u201eSzczeg\u00f3lnie zachwyci\u0142o nas du\u017ce zaanga\u017cowanie i kompetencje zespo\u0142u QualityMinds. Nawet pod presj\u0105 czasu zawsze znajdowali kreatywne podej\u015bcia i innowacyjne rozwi\u0105zania dla naszej platformy KI-Werkstatt. <\/p>\n<p>Rozwi\u0105zania mog\u0105 nam nawet pom\u00f3c w innych obszarach, kt\u00f3re wykraczaj\u0105 poza produkt. Spos\u00f3b pracy zespo\u0142u QualityMinds, kt\u00f3ry przeprowadzi\u0142 r\u00f3wnie\u017c kompleksowe testy obci\u0105\u017ceniowe i zinterpretowa\u0142 je, wywar\u0142 na nas du\u017ce wra\u017cenie. Po zaledwie pi\u0119ciu tygodniach stworzono platform\u0119 dla klient\u00f3w DATEV, kt\u00f3ra umo\u017cliwia integracj\u0119 i wykorzystanie kolejnych prototyp\u00f3w DATEV i dzia\u0142a w ramach infrastruktury DATEV Cloud Native&#8221;.<\/p>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"author\">\n\t\t\t\t\t\t\t\t\t\t\t<p class=\"name\">Dominik Henkel<\/p>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"position\">Chief Product Owner Generative AI, DATEV<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t<img decoding=\"async\" width=\"296\" height=\"144\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2025\/02\/DATEV-295x144px-100.jpg\" class=\"company-logo\" alt=\"\" loading=\"lazy\" \/>\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\n<\/div>\n\t\t\t<div class=\"brand-swiper-buttons\">\n\t\t\t\t<button data-target=\"prev\" type=\"button\"><\/button>\n\t\t\t\t<button data-target=\"next\" type=\"button\"><\/button>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"block-663e36bf6dead\"  class=\"contact-form-section\">\n\t<div class=\"container\">\n\t\t<div class=\"content flex justify-between items-start\">\n\t\t\t<div class=\"text-wrapper\">\n\t\t\t\t<div class=\"text-element\">\n\n<h2 class=\"wp-block-heading\">Chcesz znale\u017a\u0107 trafne use case\u2019y dla swojej organizacji?<\/h2>\n\n\n\n<p class=\"brand-subtitle wp-block-paragraph\">Jeste\u015bmy w\u0142a\u015bciwym partnerem<\/p>\n\n\n\n<div id=\"block-663e36bf6dfb7\"  class=\"person-info-block template-1\">\n\t<div class=\"person-element flex items-center\">\n\t\t\t\t\t<div class=\"person-image\">\n\t\t\t\t<img decoding=\"async\" width=\"1847\" height=\"1847\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/eva-dirr-bubik-ki-qualityminds-scaled-e1716540601610.jpg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/eva-dirr-bubik-ki-qualityminds-scaled-e1716540601610.jpg 1847w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/eva-dirr-bubik-ki-qualityminds-scaled-e1716540601610-300x300.jpg 300w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/eva-dirr-bubik-ki-qualityminds-scaled-e1716540601610-1024x1024.jpg 1024w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/eva-dirr-bubik-ki-qualityminds-scaled-e1716540601610-150x150.jpg 150w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/eva-dirr-bubik-ki-qualityminds-scaled-e1716540601610-768x768.jpg 768w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/eva-dirr-bubik-ki-qualityminds-scaled-e1716540601610-1536x1536.jpg 1536w\" sizes=\"auto, (max-width: 1847px) 100vw, 1847px\" \/>\t\t\t<\/div>\n\t\t\t\t<div class=\"person-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"name\">Eva Dirr-Bubik<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"position\">Teamlead KI<\/p>\n\t\t\t\t\t\t\t\t\t\t<a href=\"mailto:ai@qualityminds.de\" class=\"email\" 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