{"id":55103,"date":"2024-10-11T10:50:14","date_gmt":"2024-10-11T08:50:14","guid":{"rendered":"https:\/\/qualityminds.com\/?page_id=55103"},"modified":"2025-06-06T12:33:44","modified_gmt":"2025-06-06T10:33:44","slug":"ai-strategy-and-ml-engineering","status":"publish","type":"page","link":"https:\/\/qualityminds.com\/en\/ai-and-data-science\/ai-strategy-and-ml-engineering\/","title":{"rendered":"AI strategy and ML engineering"},"content":{"rendered":"\n<section id=\"block-66421b7e9d4d7\"  class=\"hero-section is-style-type-1 template2\">\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<p class=\"has-text-align-left brand-subtitle wp-block-paragraph\">Artificial intelligence &amp; machine learning<\/p>\n\n\n\n<h1 class=\"wp-block-heading has-text-align-left\"><strong>AI strategy and ML engineering<\/strong><\/h1>\n\n<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"hero-section__content\">\n\t\t\t\t\t<div class=\"text-element\">\n\t\t\t\t\t\t<p><strong>Do you need guidance to reach your destination on your journey into the world of artificial intelligence (AI)?<br \/>\nWe are there. <\/strong><\/p>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"brand-btn-primary\" href=\"#contact\" target=\"_self\">Contact AI Team<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\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\tFollow us\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=\"block-664345a433086\"  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<h2 class=\"wp-block-heading\"><strong>Transformation with AI<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Together we explore key concepts, starting with the AI strategy that will help your organisation harness the transformative power of new technologies.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We cover the entire field from machine learning engineering to ML Ops, which is the basis for efficient and scalable implementation of machine learning projects.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example, we get to know the fascinating world of generative AI.\nOne part of this is Natural Language Processing (NLP).\nHere, large language models (LLM) are trained using machine learning (ML).\nYou will also learn that pre-processing is crucial to transforming raw data into meaningful information.   <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Are you ready to open the door to a future with artificial intelligence?\nWe accompany you on an exciting journey of discovery with the following services relating to AI and ML: <\/p>\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 cover\">\n\t\t\t\t\t\n\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=\"attachment-full size-full\" 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<ul class=\"no-list image-box__list\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\tAI strategy and use case management\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\tData Science &amp; Pre-Processing\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\tML Engineering (Training processes, Optimisation, Integration, Testing\/QA, UX-Design)\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\tComputer Vision and Deep Learning\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<li>\n\t\t\t\t\t\t\t\t\t\tMLOps (DevOps, (cloud) infrastructures for machine learning, automation)\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/ul>\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-6644620ca9765\"  class=\"project-cta-section\">\n\t<div class=\"container\">\n\t\t<div class=\"content flex justify-between flex-wrap\">\n\t\t\t<div class=\"project-cta-section__heading\">\n\t\t\t\t<div class=\"text-element\">\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<h2>Customized AI Solutions to Drive Your Business Forward<\/h2>\n\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"project-cta-section__description\">\n\t\t\t\t<div class=\"text-element\">\n\n<p class=\"wp-block-paragraph\"><strong>QualityMinds<\/strong> offers tailored AI solutions \u2013 from strategy and development to seamless integration into existing IT landscapes. Our interdisciplinary team of Machine Learning Engineers, Data Scientists, MLOps Engineers, and more supports companies throughout the entire AI development lifecycle.<\/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=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2025\/06\/202504_OnePager_KI-1.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">factsheet download<\/a><\/div>\n<\/div>\n\n<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"block-6643828c6dd87\"  class=\"text-image-section has-theme-tertiary-background-color template-2 reverse-blocks\">\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=\"wp-block-paragraph\">A well thought-out AI strategy defines clear goals, identifies relevant use cases and seamlessly integrates AI into the corporate vision.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The centrepiece of a successful AI strategy is use case management.\nThe aim here is to identify specific areas of application for AI that offer measurable added value for the company.\nThis requires a thorough analysis of existing business processes to identify potential areas where AI algorithms and models can be used.  <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Structured use case management makes it possible to set realistic expectations, use resources efficiently and maximise the ROI (return on investment).\nThis also includes the selection of suitable AI technologies such as generative AI, with e.g. Natural Language Processing (NLP) or <strong> <\/strong>topics like<strong> <\/strong>computer vision that optimally match the identified use cases.<\/p>\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 default\">\n\t\t\t\t\t\t\t\t\t\t\t<h2 class=\"title\">AI strategy and use case consulting<\/h2>\n\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" width=\"1000\" height=\"966\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/KI-Strategie-Use-Case-Management-1000px-72dpi.png\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/KI-Strategie-Use-Case-Management-1000px-72dpi.png 1000w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/KI-Strategie-Use-Case-Management-1000px-72dpi-300x290.png 300w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/KI-Strategie-Use-Case-Management-1000px-72dpi-768x742.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/>\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-6644786e27f7d\"  class=\"text-image-section 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\">Data science and pre-processing: the basis for data-driven innovation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Data Science und Pre-Processing bilden das Fundament f\u00fcr den Erfolg von Analysen und Erkenntnissen aus gro\u00dfen Datenmengen. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Data science, as an interdisciplinary science, combines statistical methods, machine learning and advanced analysis techniques to gain valuable insights from data.\nThe key to this lies in pre-processing, a critical phase in which raw data is cleansed, structured and prepared for analyses. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pre-processing includes steps such as the removal of incorrect data, the handling of missing values and the conversion of data into the required format.\nA uniform basis is created through normalisation and standardisation.\nThis process is crucial to improve the quality of the data and ensure reliable results in the subsequent analysis phases.  <\/p>\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=\"1000\" height=\"730\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Data-Science-u-Pre-Processing-1000px-72dpi.png\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Data-Science-u-Pre-Processing-1000px-72dpi.png 1000w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Data-Science-u-Pre-Processing-1000px-72dpi-300x219.png 300w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Data-Science-u-Pre-Processing-1000px-72dpi-768x561.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/>\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-6644ab4dceb89\"  class=\"text-image-section wp-elements-1 has-theme-primary-background-color has-theme-tertiary-color template-3\">\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\">ML Engineering<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">ML engineering is crucial for the development of machine learning systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It includes training processes, optimisation, integration, testing\/QA and UX design.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The training process aims to recognise and generalise patterns in data.\nOptimisation continuously improves the accuracy and efficiency of models.\nIntegration requires seamless adaptation to existing systems.\nTesting\/QA ensure reliability and robustness.\nUX design is important for presenting results in an understandable and effective way.    <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ML engineering requires a comprehensive approach for robust and effective systems.<\/p>\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 default\">\n\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" width=\"971\" height=\"1000\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Machine-Learning-and-Algorithm-Engineering-and-Training.jpg\" class=\"attachment-full size-full\" alt=\"Quality Minds Machine Learning and Algorithm Engineering and Training\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Machine-Learning-and-Algorithm-Engineering-and-Training.jpg 971w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Machine-Learning-and-Algorithm-Engineering-and-Training-291x300.jpg 291w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/09\/Quality-Minds-Machine-Learning-and-Algorithm-Engineering-and-Training-768x791.jpg 768w\" sizes=\"auto, (max-width: 971px) 100vw, 971px\" \/>\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-6644786e27f7d\"  class=\"text-image-section 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\">MLOps<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">MLOps combines machine learning with DevOps, integrates best practices and automates the entire ML lifecycle. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The use of (cloud) infrastructures enables scalable resources.\nAutomation plays a key role, accelerates the development process and improves the deployment of ML models.\nThe agile combination of MLOps, DevOps and (cloud) infrastructures optimises efficiency and reliability across the entire ML lifecycle.  <\/p>\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=\"1000\" height=\"410\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/ML-Ops-Data-Science.png\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/ML-Ops-Data-Science.png 1000w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/ML-Ops-Data-Science-300x123.png 300w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/ML-Ops-Data-Science-768x315.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/>\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-6643828c6dd87\"  class=\"text-image-section has-theme-tertiary-background-color template-2 reverse-blocks\">\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=\"wp-block-paragraph\">Our comprehensive computer vision technology is carefully tailored to your specific requirements.\nFrom dynamic real-time solutions to customisable and optimised products, we offer a comprehensive range of services: <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For example, we use state-of-the-art deep learning algorithms for advanced human motion analyses to improve safety measures in the field of autonomous driving.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In the areas of supply chain, logistics and production, we optimise operational processes through activity recognition and model precise perception methods for automated quality control.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Examples of projects in the field of computer vision:<br><a href=\"https:\/\/qualityminds.com\/en\/case\/ai-protection-project-safety-for-autonomous-driving\/\">AI protection<\/a><br><a href=\"https:\/\/qualityminds.com\/en\/case\/project-attention-ai-makes-road-traffic-safer\/\">ATTENTION funding project<\/a><\/p>\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\t\t\t\t\t\t<h2 class=\"title\">Computer Vision &amp; Deep Learning<\/h2>\n\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" width=\"1000\" height=\"738\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Computer-Vision-Deep-Learning-1000px-72dpi.png\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Computer-Vision-Deep-Learning-1000px-72dpi.png 1000w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Computer-Vision-Deep-Learning-1000px-72dpi-300x221.png 300w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/Computer-Vision-Deep-Learning-1000px-72dpi-768x567.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/>\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-664468852704b\"  class=\"content-section template-2\">\n\t<div class=\"container\">\n\n\t\t\t\t\t<h2 class=\"title\">\n\t\t\t\t<span class=\"text\">Improved pedestrian detection with computer vision<\/span>\n\t\t\t<\/h2>\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<p class=\"wp-block-paragraph\">A reliable process for the holistic evaluation of the various AI functions was developed for a verifiable safety argumentation.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Targeted training of the AI with modern simulation technologies has improved pedestrian recognition even under difficult conditions.<\/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>Example of pedestrian detection to set up and illustrate the chain of reasoning<\/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>Testing of existing algorithms for pedestrian detection<\/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>Identification of critical scenarios (corner cases), e.g. altered incidence of light or temporarily obscured view<\/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\n<section id=\"block-6644786e27f90\"  class=\"banner-section is-style-type-1 template-2\" style=\"--background-image: url(https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/workshop-bg-scaled.jpg);\">\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t\n\t\t\t\t\t\t<div class=\"text-element\">\n\n<p class=\"brand-subtitle wp-block-paragraph\">Workshop<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Use cases for companies<\/strong><\/h2>\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 is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link wp-element-button\" href=\"mailto:ai@qualityminds.de\" target=\"_blank\" rel=\"noreferrer noopener\">Get more information<\/a><\/div>\n<\/div>\n\n<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"block-66424b9a815ab\"  class=\"text-image-section has-theme-tertiary-background-color template-1 reverse-blocks\">\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\">Retirement tsunami &#8211; what is it?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I Want Change Podcast, Season 2, Episode 3: What happens to companies when many people retire at the same time? Does the knowledge then also leave the company or are there enough successors with the same level of knowledge? Demographic change has been foreseeable for years &#8211; but what about the consequences?  <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Katharina talks about this with her colleagues <a href=\"https:\/\/www.linkedin.com\/in\/dr-markus-fath-80394b46\/\" target=\"_blank\" rel=\"noreferrer noopener\">Markus<\/a> and <a href=\"https:\/\/www.linkedin.com\/in\/manuel-illi\/\" target=\"_blank\" rel=\"noreferrer noopener\">Manuel<\/a> in the third episode. What dangers, opportunities and processes play a role here? A little teaser: it&#8217;s off to the world of artificial intelligence.  <\/p>\n\n\n\n<div id=\"block-66432a2fceb8d\"  class=\"podcast-player-block\">\n\t\t\t<wave-audio-path-player src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/08\/Folge_3_Markus_Manuel_und_Katharina.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 cover\">\n\t\t\t\t\t\n\t\t\t\t\t<img decoding=\"async\" width=\"2048\" height=\"2560\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/manuel-illi-agiles-lernen-1-scaled.jpg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/manuel-illi-agiles-lernen-1-scaled.jpg 2048w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/manuel-illi-agiles-lernen-1-240x300.jpg 240w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/manuel-illi-agiles-lernen-1-819x1024.jpg 819w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/manuel-illi-agiles-lernen-1-768x960.jpg 768w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/manuel-illi-agiles-lernen-1-1229x1536.jpg 1229w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/06\/manuel-illi-agiles-lernen-1-1639x2048.jpg 1639w\" sizes=\"auto, (max-width: 2048px) 100vw, 2048px\" \/>\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-66431c4e136e8\"  class=\"info-slider-section template-1\">\n\t<div class=\"container\">\n\t\t<div class=\"content\">\n\t\t\t<div class=\"description\">\n\t\t\t\t<div class=\"text-element\">\n\n<p class=\"has-text-align-center brand-subtitle wp-block-paragraph\">SUCCESS STORIES<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">Customer references in the field of ML Engineering<\/h2>\n\n<\/div>\n\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<div class=\"swiper\">\n\t\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t<div class=\"slide\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"854\" height=\"1190\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/home-info-slide1.jpg\" class=\"background-image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/home-info-slide1.jpg 854w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/home-info-slide1-215x300.jpg 215w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/home-info-slide1-735x1024.jpg 735w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/home-info-slide1-768x1070.jpg 768w\" sizes=\"auto, (max-width: 854px) 100vw, 854px\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/qualityminds.com\/en\/case\/datev-ai-workshop\/\">\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\tDATEV AI workshop\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>As part of the DATEV AI workshop, QualityMinds was able to develop experimental prototypes for AI-supported applications for the DATEV IT cooperative.\r\nThese offer DATEV customers a safe space to try out AI in the form of a platform, facilitate work processes and promote joint learning with regard to AI. <\/p>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t<div class=\"slide\">\n\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"854\" height=\"1460\" src=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/info-slide2.jpg\" class=\"background-image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/info-slide2.jpg 854w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/info-slide2-175x300.jpg 175w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/info-slide2-599x1024.jpg 599w, https:\/\/qualityminds.com\/wp-content\/uploads\/2024\/05\/info-slide2-768x1313.jpg 768w\" sizes=\"auto, (max-width: 854px) 100vw, 854px\" \/>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h3>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.ai.qualityminds.com\/showcase\/pensionierungstsunami\">\n\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\tDemographic outflow of knowledge\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p>To meet the imminent challenge of the \u2018retirement tsunami\u2019, QualityMinds was able to develop a multi-layered concept based on AI and LLMs, among other things.\r\nThis means that companies and organisations can even emerge stronger from the upcoming transformation.  <\/p>\n\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"brand-swiper-buttons\">\n\t\t\t\t\t\t<button data-target=\"prev\" type=\"button\"><\/button>\n\t\t\t\t\t\t<button data-target=\"next\" type=\"button\"><\/button>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section id=\"contact\"  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\">Ready to take off with us?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Do you have questions, want more information or simply have suggestions?\nThen write to us, we look forward to hearing from you! <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Your contact person:<\/p>\n\n\n\n<div id=\"block-66424b9a816c6\"  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, 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