--- title: Datalab RATP Smart Systems - La data au service de notre quotidien description: Découvrez le potentiel de la data avec le Datalab RATP Smart Systems, votre partenaire de confiance en analyse et visualisation de données. Notre plateforme vous offre un aperçu de notre expertise, avec des solutions innovantes pour aider votre entreprise image: https://datalab.ratpsmartsystems.com/hubfs/datalablogoreseauxsociaux.png --- [Skip to content](https://datalab.ratpsmartsystems.com/en/#main-content) - [English](https://datalab.ratpsmartsystems.com/en/) - [Français - France](https://datalab.ratpsmartsystems.com) English [![ratpsmartwsystemslogo](https://datalab.ratpsmartsystems.com/hs-fs/hubfs/ratpsmartwsystemslogo.png?width=400&height=138&name=ratpsmartwsystemslogo.png "ratpsmartwsystemslogo")](https://datalab.ratpsmartsystems.com) - [Home](https://datalab.ratpsmartsystems.com) - [Blog](https://datalab.ratpsmartsystems.com/en/blog) - [Abous us](https://datalab.ratpsmartsystems.com/fr/qui-sommes-nous) - [Contact](https://datalab.ratpsmartsystems.com/en/contact) ![data-factory](https://datalab.ratpsmartsystems.com/hs-fs/hubfs/Group%201570-1.png?width=455&height=467&name=Group%201570-1.png) Data for everyday life # Explore your data and trends in the world of transport Traffic management, understanding mobility, relocation impact studies, origin/destination studies: we can help you use your data to fuel your transformation and support the ecological transition. [Contact us](https://datalab.ratpsmartsystems.com/fr/contact) [See our work](https://datalab.ratpsmartsystems.com/fr/les-realisations-du-datalab-ratp-smart-systems) [![RATP-Groupe](https://datalab.ratpsmartsystems.com/hubfs/RATP-Groupe.jpg)](https://ratp.fr) [![ratpsmartwsystemslogo](https://datalab.ratpsmartsystems.com/hubfs/ratpsmartwsystemslogo.png)](https://ratpsmartsystems.com) [![Mappy.svg](https://datalab.ratpsmartsystems.com/hubfs/Mappy.svg.png)](https://fr.mappy.com) [![bonjour-ratp](https://datalab.ratpsmartsystems.com/hubfs/application-ratp-bonjour-ratp-trottinette-velib-marcel.jpg)](https://www.bonjour-ratp.fr) ![LOGO-2023-Navocap_bleu-institutionnel_RVB](https://datalab.ratpsmartsystems.com/hs-fs/hubfs/LOGO-2023-Navocap_bleu-institutionnel_RVB.png?width=2000&name=LOGO-2023-Navocap_bleu-institutionnel_RVB.png) Our papers #### The lastest articles Read the latest articles from the RATP Smart Systems datalab on a range of subjects: mobility, IV, SAEIV, Big Data, Generative AI and many others. [![RAIL](https://datalab.ratpsmartsystems.com/hubfs/rail.png)](https://datalab.ratpsmartsystems.com/en/blog/rail-genèse-de-lia-générative-chez-rss) [RAIL](https://datalab.ratpsmartsystems.com/fr/blog/tag/rail) - [Alexis](https://datalab.ratpsmartsystems.com/fr/blog/author/alexis) - February 26, 2026 ### [RAIL: The Genesis of Generative AI at RSS](https://datalab.ratpsmartsystems.com/en/blog/rail-genèse-de-lia-générative-chez-rss) Following the example of major French companies, RATP Smart Systems (RSS) has made the strategic choice to develop its... [Read](https://datalab.ratpsmartsystems.com/en/blog/rail-genèse-de-lia-générative-chez-rss) [![](https://datalab.ratpsmartsystems.com/hubfs/gif2%202.gif)](https://datalab.ratpsmartsystems.com/en/blog/towards-improved-mobility-ai-based-transit-data-validator) - [Asma](https://datalab.ratpsmartsystems.com/fr/blog/author/asma) - December 18, 2024 ### [Towards Improved Mobility: AI-Based Transit Data Validator](https://datalab.ratpsmartsystems.com/en/blog/towards-improved-mobility-ai-based-transit-data-validator) [Read](https://datalab.ratpsmartsystems.com/en/blog/towards-improved-mobility-ai-based-transit-data-validator) [![](https://datalab.ratpsmartsystems.com/hubfs/727bb012-df03-4c75-aebc-f4c131b81664.jpg)](https://datalab.ratpsmartsystems.com/en/blog/implementing-chatgpt-best-practices-for-success) - [Alexis](https://datalab.ratpsmartsystems.com/fr/blog/author/alexis) - January 29, 2024 ### [Implementing ChatGPT: Best Practices for Success](https://datalab.ratpsmartsystems.com/en/blog/implementing-chatgpt-best-practices-for-success) Discover how to successfully implement ChatGPT in your business by following these best practices and considering key... [Read](https://datalab.ratpsmartsystems.com/en/blog/implementing-chatgpt-best-practices-for-success) [Visiter notre blog](https://datalab.ratpsmartsystems.com/fr/blog) ## Our skills ### Computer vision Video image analysis for everyday mobility ### Deep learning Automatic learning models using neural networks ### Operational research Solutions to your problems ### Agile Quality products that meet our customers' needs Our raison d'être ## Collect, learn, act Offering a range of solutions to mobility players to enable passengers to travel in the best possible conditions throughout the country [Contact us](https://datalab.ratpsmartsystems.com/fr/contact) "We are interpreters between two worlds that speak little or nothing to each other. Our aim is to meet our customers' needs, help them to take possession of the data that surrounds them and work with them to build high-performance models to change mobility behaviour." ![amandineprou](https://datalab.ratpsmartsystems.com/hs-fs/hubfs/amandineprou.jpg?width=225&height=225&name=amandineprou.jpg) Amandine Prou - RATP Smart Systems Director Data & Advisory ## Would you like to know more? ? Our data science teams are available to answer your questions and support your projects. Would you like to find out more about our applications in RATP Smart Systems projects? Look no further! Our team of experts is here to answer all your questions!  We are committed to helping you succeed in your projects and will work with you every step of the way to ensure their success. Contact us today to find out more about how we can help you. [Book a slot](https://datalab.ratpsmartsystems.com/fr/contact) [![ratpsmartwsystemslogo](https://datalab.ratpsmartsystems.com/hs-fs/hubfs/ratpsmartwsystemslogo.png?width=773&height=266&name=ratpsmartwsystemslogo.png "ratpsmartwsystemslogo")](https://484997.hs-sites.com/lively) The RATP Smart Systems group data platform #### Pages - [Home](https://datalab.ratpsmartsystems.com) - [About us](https://datalab.ratpsmartsystems.com/fr/qui-sommes-nous) - [Blog](https://datalab.ratpsmartsystems.com/en/blog) - [Contact](https://datalab.ratpsmartsystems.com/fr/contact) --- - [Terms & Conditions](https://datalab.ratpsmartsystems.com/fr/mentions-legales) Cookie settings Powered by RATP Smart Systems [Follow us on LinkedIn](https://www.linkedin.com/company/ratpsmartsystems/) [Follow us on Twitter](https://twitter.com/RATP_SmartSystM)