{"id":18858,"date":"2024-05-22T10:54:58","date_gmt":"2024-05-22T08:54:58","guid":{"rendered":"https:\/\/pre.althea-groupe.com\/vos-enjeux\/working-with-data-ai-challenges-and-outlook\/"},"modified":"2026-07-22T08:28:57","modified_gmt":"2026-07-22T06:28:57","slug":"working-with-data-ai-challenges-and-outlook","status":"publish","type":"enjeu","link":"https:\/\/preprod.althea-groupe.com\/en\/vos-enjeux\/working-with-data-ai-challenges-and-outlook\/","title":{"rendered":"Working with Data &amp; AI: challenges and outlook"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">An augmented vision to meet today\u2019s challenges<\/h2>\n\n\n\n<p class=\"has-medium-font-size\">In a world undergoing rapid digital transformation, artificial intelligence is revolutionising traditional roles and creating new career opportunities, from data scientist to machine learning engineer.<strong> Programming, deep learning and data science skills are now essential<\/strong>, with training programmes ranging from bootcamps to master\u2019s degrees that prepare learners for technologies such as ChatGPT and NLP.  <\/p>\n\n\n\n<p class=\"has-medium-font-size\">With the rise of generative AI and big data, companies are increasingly looking for experts capable of developing innovative solutions, offering attractive prospects across all sectors, from finance to marketing. At Alth\u00e9a, we are convinced that artificial intelligence (AI) is a key response to emerging challenges, particularly in the HR sector.<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Understanding the challenges of AI  <\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Process optimisation<\/strong>: AI automates repetitive tasks, reduces errors and improves operational efficiency. In the supply chain, it optimises inventory management, forecasts procurement needs and improves logistics. <\/li>\n\n\n\n<li><strong>Performance improvement<\/strong>: machine learning algorithms analyse large volumes of data to deliver valuable insights. <a href=\"https:\/\/althea-groupe.com\/nos-solutions\/innovation\/ia-data-et-finance\/\">In the financial sector<\/a>, AI detects fraud, optimises investment portfolios and improves risk management.<\/li>\n\n\n\n<li><strong>Anticipation and forecasting<\/strong>: AI predicts market trends, customer behaviour and industry developments. In human resources, it improves talent management, anticipates recruitment needs and increases employee satisfaction. <\/li>\n<\/ol>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Alth\u00e9a\u2019s convictions on AI  <\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Humanising technology<\/strong>: at Alth\u00e9a, we believe AI must serve people. It is essential to create solutions that not only increase efficiency but also respect and value employees. AI must be a tool that enables teams to focus on high value-added tasks.  <\/li>\n\n\n\n<li><strong>Ethics and transparency<\/strong>: AI integration must be ethical and transparent. Companies must ensure their AI systems comply with applicable regulations, protect individuals\u2019 privacy and avoid algorithmic bias. At Alth\u00e9a, we support our clients to ensure responsible AI adoption.  <\/li>\n\n\n\n<li><strong>Personalisation and adaptability<\/strong>: every company is unique, and AI solutions must be tailored to the specific needs of each organisation. We believe in a personalised approach, where AI solutions are designed to address our clients\u2019 challenges and objectives precisely. <\/li>\n<\/ol>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group bloc-contact has-blue-dark-background-color has-background is-content-justification-space-between is-layout-flex wp-container-core-group-is-layout-703005bc wp-block-group-is-layout-flex\" style=\"padding-top:2rem;padding-right:2rem;padding-bottom:2rem;padding-left:2rem\">\n<div class=\"wp-block-group wp-container-content-9cfa9a5a\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-white-color has-text-color has-link-color wp-elements-0050b88581d31db97e277db40256a35c\">Improve your processes for greater performance!<\/h2>\n\n\n\n<p class=\"has-white-color has-text-color has-link-color wp-elements-f5c0bbbaf4387dd28f5f9877757e82b0\">We help you move forward with confidence.<\/p>\n<\/div><\/div>\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-white has-arrow\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/althea-groupe.com\/contactez-nous\/?objet=business\">Contact us<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Supporting companies in their transformation  <\/h2>\n\n\n\n<p><\/p>\n\n\n\n<p>At Alth\u00e9a, our dedicated AI team provides \u201caugmented\u201d consulting that begins with an in-depth understanding of our clients\u2019 issues and challenges. We analyse specific pain points and identify opportunities where AI can deliver significant added value. <strong>Our approach is collaborative<\/strong>, involving stakeholders at every stage to ensure successful AI adoption. <\/p>\n\n\n\n<p>In conclusion, at Alth\u00e9a, we see <strong>AI as a strategic lever to transform companies and prepare them for tomorrow\u2019s challenges<\/strong>. Our ambition is to support our clients through this transition by providing the tools and guidance they need to fully seize the opportunities offered by AI. <\/p>\n\n\n\n<p>To learn more about our convictions and our approach, feel free to contact us. Together, let\u2019s build your company\u2019s future with artificial intelligence.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Our convictions<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Humanising technology<\/h3>\n\n\n\n<p>AI must add value to employees by automating repetitive tasks, enabling teams to focus on high value-added activities.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Ethics and transparency<\/h3>\n\n\n\n<p>AI integration must comply with regulations, protect privacy and avoid algorithmic bias to ensure responsible adoption.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\">Personalisation and adaptability<\/h3>\n\n\n\n<p>AI solutions must be tailor-made to meet the specific needs of each organisation, ensuring optimal efficiency.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n    <div class=\"number-key-block\">\n        <h2>Key figures<\/h2>\n        <div class=\"columns count-columns-3\">\n                            <div class=\"column\">\n                    <div class=\"content-number\">\n                        <div class=\"sub-number\">\n                                                        <span class=\"number\" data-number=\"66\">0<\/span>\n                                                            <span class=\"suffix\"> %<\/span>\n                                                    <\/div>\n                        <p class=\"text\">improvement in anticipation and forecasting<\/p>\n                    <\/div>\n                    <div class=\"subtext\">\n                        <p>AI improves professionals\u2019 ability to anticipate and respond to market needs.<\/p>\n                    <\/div>\n                <\/div>\n                            <div class=\"column\">\n                    <div class=\"content-number\">\n                        <div class=\"sub-number\">\n                                                        <span class=\"number\" data-number=\"30\">0<\/span>\n                                                            <span class=\"suffix\"> %<\/span>\n                                                    <\/div>\n                        <p class=\"text\">female applications for technical roles<\/p>\n                    <\/div>\n                    <div class=\"subtext\">\n                        <p>AI helps eliminate bias in recruitment, improving diversity and inclusion.<\/p>\n                    <\/div>\n                <\/div>\n                            <div class=\"column\">\n                    <div class=\"content-number\">\n                        <div class=\"sub-number\">\n                                                        <span class=\"number\" data-number=\"80\">0<\/span>\n                                                            <span class=\"suffix\"> %<\/span>\n                                                    <\/div>\n                        <p class=\"text\">of CFOs plan to increase their AI spending<\/p>\n                    <\/div>\n                    <div class=\"subtext\">\n                        <p>Over the next two years.<\/p>\n                    <\/div>\n                <\/div>\n                    <\/div>\n    <\/div>\n    \n\n    <div class=\"listing-contacts\">\n                    <\/div>\n    \n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Trusted by our clients<\/h2>\n\n\n    <div class=\"swiper mySwiper slider-content\">\n        <div class=\"swiper-wrapper\">\n                            <div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-Tereos-1024x281.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                            <div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-RATP-849x1024.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                            <div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-PM.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                            <div 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<div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-BNP-1024x219.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                            <div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-Agrial.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                            <div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-AFP-1024x324.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                            <div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-Aema-1024x339.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                            <div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-Adeo-1.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                            <div class=\"swiper-slide single-slider\">\n                    <div class=\"bg-img\" style=\"background: url('https:\/\/preprod.althea-groupe.com\/wp-content\/uploads\/2024\/09\/Logo-Accor-1024x835.png') no-repeat;\">\n                    <\/div>\n                <\/div>\n                    <\/div>\n        <div class=\"swiper-button-prev-slider-block swiper-button-prev\">\n            <img src='\/wp-content\/themes\/althea\/images\/arrow-submenu-white.svg'>\n        <\/div>\n        <div class=\"swiper-button-next-slider-block swiper-button-next\">\n            <img src='\/wp-content\/themes\/althea\/images\/arrow-submenu-white.svg'>\n        <\/div>\n    <\/div>\n\n    <script>\n        var swiper_slider = new Swiper(\".slider-content\", {\n            slidesPerView: 1,\n            navigation: {\n                nextEl: \".swiper-button-next-slider-block\",\n                prevEl: \".swiper-button-prev-slider-block\",\n            },\n            breakpoints: {\n                992: {\n                    slidesPerView: 2\n                },\n                1360: {\n                    slidesPerView: 4\n                },\n            },\n        });\n    <\/script>\n\n    \n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Working with AI: your frequently asked questions<\/h2>\n\n\n    <div class=\"toggle-block \">\n        <div class=\"toggle-block-content no-image\">\n                        <div class=\"toggle-content\">\n                <div class=\"header\">\n                    <div class=\"header-left\">\n                        <h3 class=\"title-toggle\">What are the challenges of AI at work?<\/h3>\n                        <p class=\"title-second-toggle\"><\/p>\n                    <\/div>\n                    <div class=\"header-right\">\n                        <div class=\"arrow-btn square\"><img decoding=\"async\" src=\"\/wp-content\/themes\/althea\/images\/arrow-right-square-white.svg\"><\/div>\n                    <\/div>\n                <\/div>\n                <div class=\"content\">\n                    \n\n<p>The impact of artificial intelligence on the French labour market requires constant skills adaptation, with average gross salaries continually evolving. Recruiters face multiple challenges: <strong>the transformation of traditional roles, the emergence of new technical profiles (Data Scientist, Machine Learning Engineer, AI architect) and the evolution of existing jobs towards greater interaction with virtual assistants<\/strong>. <\/p>\n\n\n\n<p>AI-assisted decision-making, particularly in real-time analysis of candidate data and natural language processing (NLP), requires in-depth expertise in software development and statistics.<\/p>\n\n\n\n<p>The challenges also include<strong> ongoing training in new technologies<\/strong> (ChatGPT, robotics, mixed reality), automating repetitive tasks and change management within teams. Professionals must master new programming languages, understand machine learning and deep learning models, while developing data protection skills. <strong>Job opportunities are multiplying in the digital sector<\/strong>, with a wide range of assignments from designing AI applications to maintaining chatbot projects. <\/p>\n\n                <\/div>\n            <\/div>\n        <\/div>\n        <div class=\"close-line\">\n            <div class=\"line-blue\"><\/div>\n            <div class=\"btn-close\">\n                <img decoding=\"async\" src=\"\/wp-content\/themes\/althea\/images\/close-white.svg\">\n            <\/div>\n            <div class=\"line-blue\"><\/div>\n        <\/div>\n    <\/div>\n    <style>\n       \n        .toggle-block .content {\n            display: none;\n        }\n        .toggle-block .content.open {\n            display: block;\n        }\n    <\/style>\n    \n\n    <div class=\"toggle-block \">\n        <div class=\"toggle-block-content no-image\">\n                        <div class=\"toggle-content\">\n                <div class=\"header\">\n                    <div class=\"header-left\">\n                        <h3 class=\"title-toggle\">Which sectors are affected by the acceleration of AI practices?<\/h3>\n                        <p class=\"title-second-toggle\"><\/p>\n                    <\/div>\n                    <div class=\"header-right\">\n                        <div class=\"arrow-btn square\"><img decoding=\"async\" src=\"\/wp-content\/themes\/althea\/images\/arrow-right-square-white.svg\"><\/div>\n                    <\/div>\n                <\/div>\n                <div class=\"content\">\n                    \n\n<p>The artificial intelligence revolution is disrupting the world of work today in a way comparable to what the Internet triggered in the 2000s. This transformation is taking place along two major axes that affect all economic sectors. <\/p>\n\n\n\n<p><strong>On the one hand, intelligent automation is reinventing operational processes<\/strong>. In industry, collaborative robots now adapt in real time to their environment, while predictive maintenance systems anticipate failures before they occur. The banking sector is already using AI to analyse credit applications in a matter of seconds, where it previously took several days of review. <a href=\"https:\/\/althea-groupe.com\/nos-solutions\/innovation\/ia-data-et-rh\/\">In human resources<\/a>, algorithms pre-screen CVs and identify talent, enabling recruiters to focus on the human evaluation of candidates.  <\/p>\n\n\n\n<p><strong>On the other hand, AI is radically transforming how traditional professions are practised.<\/strong>  Radiologists now rely on diagnostic support systems capable of detecting anomalies with remarkable accuracy. Legal professionals use predictive analytics tools to assess the likelihood of success in a case. In retail, merchants optimise stock and pricing in real time thanks to <strong>algorithms that anticipate demand<\/strong>. Even the creative sector is affected: architects explore millions of possible configurations using generative AI to optimise their designs.   <\/p>\n\n\n\n<p><strong>This profound shift requires continuous skills adaptation<\/strong>. Professionals must now master not only their core expertise, but also understand AI\u2019s possibilities and limitations in order to integrate it effectively into their day-to-day practice. It is a paradigm shift comparable to the arrival of the Internet: those who can combine domain expertise with AI proficiency will be the key players in this transformation.  <\/p>\n\n                <\/div>\n            <\/div>\n        <\/div>\n        <div class=\"close-line\">\n            <div class=\"line-blue\"><\/div>\n            <div class=\"btn-close\">\n                <img decoding=\"async\" src=\"\/wp-content\/themes\/althea\/images\/close-white.svg\">\n            <\/div>\n            <div class=\"line-blue\"><\/div>\n        <\/div>\n    <\/div>\n    <style>\n       \n        .toggle-block .content {\n            display: none;\n        }\n        .toggle-block .content.open {\n            display: block;\n        }\n    <\/style>\n    \n\n    <div class=\"toggle-block \">\n        <div class=\"toggle-block-content no-image\">\n                        <div class=\"toggle-content\">\n                <div class=\"header\">\n                    <div class=\"header-left\">\n                        <h3 class=\"title-toggle\">How is AI changing jobs?<\/h3>\n                        <p class=\"title-second-toggle\"><\/p>\n                    <\/div>\n                    <div class=\"header-right\">\n                        <div class=\"arrow-btn square\"><img decoding=\"async\" src=\"\/wp-content\/themes\/althea\/images\/arrow-right-square-white.svg\"><\/div>\n                    <\/div>\n                <\/div>\n                <div class=\"content\">\n                    \n\n<p>Artificial intelligence is revolutionising our ways of working by automating repetitive and time-consuming tasks. Data analysis, reporting, competitive intelligence: these activities are now AI-assisted, delivering considerable productivity gains. In this new paradigm,<strong> the highest-performing professionals are those who master the strategic use of these tools<\/strong>, able to complete in minutes what previously required days of work.  <\/p>\n\n\n\n<p>The time freed up opens up new perspectives. Professionals can focus on high value-added activities: developing client relationships, strategic anticipation, innovation. <strong>AI becomes a potential amplifier<\/strong>, enabling more energy to be devoted to the truly creative and strategic aspects of work. <\/p>\n\n\n\n<p>This transformation requires continuous skills adaptation.<\/p>\n\n\n\n<p><strong>Professional success now rests on a dual challenge: mastering the AI tools relevant to one\u2019s sector, while developing essential human skills\u2014creativity, emotional intelligence and critical thinking.<\/strong><\/p>\n\n\n\n<p>Ultimately, the key to success in today\u2019s professional world lies in balancing technical skills (data science, software development, databases) and soft skills. This dual expertise\u2014technical and human\u2014enables stronger business performance. <\/p>\n\n                <\/div>\n            <\/div>\n        <\/div>\n        <div class=\"close-line\">\n            <div class=\"line-blue\"><\/div>\n            <div class=\"btn-close\">\n                <img decoding=\"async\" src=\"\/wp-content\/themes\/althea\/images\/close-white.svg\">\n            <\/div>\n            <div class=\"line-blue\"><\/div>\n        <\/div>\n    <\/div>\n    <style>\n       \n        .toggle-block .content {\n            display: none;\n        }\n        .toggle-block .content.open {\n            display: block;\n        }\n    <\/style>\n    ","protected":false},"author":10,"featured_media":18859,"parent":0,"menu_order":2,"template":"","class_list":["post-18858","enjeu","type-enjeu","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Working with Data &amp; 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