Automotive Artificial Intelligence (AAI) GmbH

🚗💡Exploring Tech Talent's Impact in Automotive Innovation 🚗💡 Discover the transformative role of elite tech talent in our latest AAI Wheel Weekly edition. Dive into insights from Porsche AG's CTO, Sajjad Khan, on how top-tier developers are key to driving forward automotive technology. 👉 Follow us for more industry-leading discussions! #AutomotiveInnovation #ADAS #AI #ML #AIWheelsWeekly

🚀 AAI ReplicaR Update: CARLA simulator Replay v.0.1.6 Update! 🚀 We are thrilled to announce the release of Carla Replay v.0.1.6! This update brings a highly anticipated feature to our toolkit: the ability to execute AAI scenarios with CARLA 3D maps. 🌟   What's New? 🖊 CARLA 3D Map Integration: You can now run your AAI scenarios using the detailed and dynamic 3D maps provided by CARLA, enhancing realism and accuracy in our simulations. 🖊 Custom Map Support: Users can now run scenarios on their custom CARLA-supported maps, offering greater flexibility and personalization in testing environments. 🖊 Improved Scenario Execution: Seamlessly integrate and execute complex AAI scenarios from a millions of ASAM e.V. OpenSCENARIO database, providing more robust testing environments and better data for analysis. AAI database contains scenarios for Euro NCAP - For Safer Cars, Vans & Trucks and #SOTIF testing. 🖊 Enhanced Performance: Various optimizations have been made to ensure smoother operation and quicker load times. To give you a glimpse of the new features in action, check out the attached video demonstration. 📹   A special thanks to Behzod Khomidov, Awais Briandez & Matthias Frank for getting it done.   To get access please contact Basit khan and feel free to share your feedback and any issues you encounter while using the new update. We're committed to continuously improving our tools to support your work.   Happy Simulating!  

🚗 The Shift in the German Automotive Industry: Navigating the Future 🚗 The German automotive landscape is undergoing a seismic shift. As the industry pivots from combustion engines to electric and digital technologies, traditional suppliers like Bosch Continental and ZF Group are facing unprecedented challenges. 🔍 The Transformation Challenge These giants, once thriving on the combustion engine, are now striving to reinvent themselves as leaders in software. However, this transition is far from seamless: • In-House Software Development: Automakers are keen on mastering software in-house, reducing reliance on traditional suppliers. For example initiatives lile CARIAD & MBition. • Tech Giants’ Dominance: When outsourcing, manufacturers often turn to established tech players like NVIDIA and Huawei leaving German suppliers in the lurch. • The Role of Suppliers: In key technologies such as automated driving, German suppliers are often relegated to middleware or secondary systems. 💡 Future Focus With the core automotive technologies shifting, German suppliers must rethink their strategies. Should they continue to push for a foothold in software, or pivot to other emerging areas within the industry? Your Thoughts? Do you believe German automotive suppliers can succeed in the software domain, or should they explore new business avenues? If so, which areas hold the most promise? #automotive #adas #sdv #AI

🚗 Exciting industry update! 🚗 Volkswagen Group and Rivian are teaming up to create CARIAD 2.0, marking a significant investment of up to $5 billion, with $3 billion directly invested in Rivian. AAI predicts positive outcomes in the US market as VW and Rivian collaborate on cutting-edge software and EV architecture, emphasizing the crucial role of software in the automotive sector. This 50/50 partnership aims to enhance VW's presence in the US market while providing growth opportunities to AAI alongside ongoing projects in Germany. Stay tuned for more updates on this innovative collaboration! #VW #Rivian #EVMobility #Investment #CARIAD 🌟

🚗 Enhancing AEB Testing with IPG Automotive's CarMaker 🚗 At AAI, we’re excited to showcase our advancements in Automatic Emergency Braking (AEB) testing using IPG CarMaker, bolstered by our high-fidelity ASAM e.V. OpenDRIVE maps and dynamic AI-driven traffic participants. 🧠 Dynamic AI-Driven Traffic Participants Our AI-driven traffic participants add a new layer of realism to the testing process. These dynamic elements adapt and respond to various driving scenarios, providing a robust testing environment that enhances the reliability and performance of AEB systems. 📈 The Future of AEB Testing With AAI’s high-fidelity maps and AI-driven traffic in IPG CarMaker, we are pushing the boundaries of AEB testing. Our innovative approach ensures that AEB systems are thoroughly vetted for safety and effectiveness, driving the next generation of automotive safety. Stay tuned for more updates on how we’re advancing automotive technology! #AutomotiveInnovation #AEB #AAI #ADAS #AITraffic #SOTIF #ODDs

🚗💡 Revolutionizing ADAS Development with AAi Simulation 💡🚗 In the world of Advanced Driver Assistance Systems (ADAS), safety and speed are paramount. OEMs are now leveraging AAI simulation to push the boundaries of innovation. Imagine testing a scenario where a car suddenly appears on a nighttime highway—doing this in real life carries significant risks. With AAI simulation, we can recreate these critical scenarios in a controlled virtual environment, eliminating real-world hazards. This not only speeds up the development process but also enhances the safety and reliability of ADAS features. Check out the this post https://lnkd.in/egNVdBJ5 to see how AAI simulation handles a nighttime highway scenario safely and efficiently. Read more in the 4th edition of AI Wheels Weekly! #ADAS #Simulation #AutomotiveInnovation #SafetyFirst #TechRevolution

🚗 Driving Innovation: ASAM OpenDrive's Impact on ADAS Testing 🚗 At AAI, we’re excited to highlight the impact of ASAM e.V. OpenDrive on #ADAS testing and its adoption by German OEMs like BMW Group, Mercedes-Benz AG, Volkswagen Group, and AUDI AG. 🔍 Why ASAM OpenDrive? ASAM OpenDrive's detailed road network descriptions are crucial for accurate ADAS testing, enhancing the reliability and safety of these systems. Adoption by German OEMs Top German manufacturers are embracing ASAM OpenDrive for its data integration and interoperability, speeding up the development of safer, more reliable vehicles. 📈 The Future of ADAS Testing ASAM OpenDrive is key to advanced ADAS testing, particularly in Safety of the Intended Functionality (SOTIF) and Operational Design Domains (ODDs). AAI is committed to driving innovation and improving safety standards in the automotive industry. Stay tuned for more insights on how we are advancing automotive technology! #AutomotiveInnovation #ADAS #ASAMOpenDrive #AAI #GermanOEMs #Technology #Safety #Innovation #SOTIF #ODDs

✨✨✨ Speeding Up ADAS Development with AAI Simulation ✨✨✨ AAI simulation is revolutionizing the way OEMs develop Advanced Driver Assistance Systems (#ADAS). Reproducing scenarios like a car suddenly appearing on a nighttime highway in real life involves significant risks. With AAI simulation, scenarios generated on ASAM e.V. OpenDRIVE, the testing can be done safely in a virtual environment like demonstrated here. Eventually, accelerating development and enhancing safety features without the hazards of real-world testing. #HAD, #AI, #GenAI, #weareAAI

🌐 High Dense Lidar Point Cloud for Generating Digital Twins 🌐 🚀 Unlock the potential of autonomous driving with our latest breakthrough in high-definition mapping. Our technology generates registered point clouds, a crucial intermediate step in creating the ultra-precise simulation maps (for more details: https://lnkd.in/gVNkjUa3) needed for effective Validation and Verification (V&V) processes. Our target customers are OEMs like Volkswagen, Toyota Motor Corporation, AUDI AG, BMW Group, Mercedes-Benz AG and Volvo Group working to fulfil the dream of autonomous driving. 🔹 High-Quality Simulation Maps - The initial images depict our sophisticated data capture across diverse urban landscapes. As we progress to the vibrant 3D point clouds, we highlight the transformation of raw data into meticulously detailed digital twins of real-world environments. 🔹 Driving V&V Success - These simulation maps, compatible with standards like ASAM e.V. OpenDRIVE, is vital for rigorous testing in simulation environments. They ensure that every element, from traffic patterns to road infrastructure, is replicated with exactitude, providing a robust basis for V&V activities. 🔹 Supporting Safer Development - By facilitating detailed data replay and scenario testing on internal and external simulation platform like dSPACE, IPG Automotive, CARLA simulator our maps accelerate the development cycle, reduce costs, and importantly, enhance safety in autonomous vehicle technology. Let’s drive the future of transportation with precision and reliability. Join us in revolutionizing how autonomous systems are tested and validated! #AutonomousVehicles #SmartCities #HighDefinitionMapping #SimulationMaps #Innovation #ADAS