COMPREDICT

We're proud to share that our Tech & Machine Learning Lead, Ousama Esbel, was featured on the latest episode of Enigma's Vision to Venture Podcast! 🎙️ In this episode, Ousama dives deep into COMPREDICT's journey and his experiences leading AI innovation in the automotive industry. From full-stack beginnings to machine learning patents, his insights are a must-hear for anyone navigating tech in a scaling startup. Catch the episode below and learn more about the AI driving the future of automotive. ⬇️

I'll join Global Corporate Venturing #Asia on November 13th in Tokyo for a panel discussion! Thank you Woven Capital, Toyota's Growth Fund for the invitation 😊 For the past 7 years, Global Corporate Venturing (GCV) has built a powerhouse network of industry leaders across the Asia-Pacific region, and their annual event has become a cornerstone in the CVC calendar. They're bringing together the brightest minds in CVC, VC and more for a week of excellent opportunities to make connections alongside cutting-edge content.

Today, we had the pleasure of hosting Hiroyuki Sato, Yasuhiro Suzuki, and KAI KI from Macnica at our headquarters in Darmstadt. It was an exciting exchange of ideas on how we can accelerate the journey toward fully Software-Defined Vehicles (SDVs) together. Discussions covered our vision for using Virtual Sensors to reduce hardware reliance and enhance the flexibility of SDVs—a transformative step for OEMs and Tier 1s. Looking forward to our continued conversations, potentially in Japan soon, and definitely at CES! 🌍🚗 #SDV #SoftwareDefinedVehicles #CES2025 #COMPREDICT #Macnica

✨ Exciting times at AI Week 2024 in Frankfurt! 🚗✨ Yesterday, I had the great opportunity to deliver a keynote on unlocking the potential of Software-Defined Vehicles with AI-based Virtual Sensors, organized by AI Hub Frankfurt. At COMPREDICT, we are pushing the boundaries of what’s possible in automotive tech, replacing hardware sensors with intelligent software solutions. This does not only reduces costs but also opens up new revenue streams for OEMs and Tier1 suppliers by leveraging data for smarter, more connected vehicles. The industry is transforming rapidly towards electrification, autonomy, and connectivity. #AI and software are at the heart of this transformation, and I’m proud that COMPREDICT is playing a pivotal role in this journey! Let’s drive the future of mobility together! 💡🚗💻 #SoftwareDefinedVehicles #VirtualSensors #AutomotiveInnovation

In this session from Auto.ai Europe 2024 presented by Dr. Rafael Fietzek and Stefan Hassels, learn how our Virtual Sensors deliver measurable cost savings and improved performance at scale. https://lnkd.in/dzC4-Xxd COMPREDICT’s AI-based Virtual Sensors offer a cost-efficient alternative to traditional hardware, replacing components like Headlight Levelling and Tire Pressure sensors with precision and reliability. Discover why integrating them is essential for future-proofing your vehicle architectureand staying competitive in the rapidly evolving automotive industry. Key Takeaways: 1️⃣ Replace costly hardware components such as Headlight Levelling and Tire Pressure sensors with AI-driven Virtual Sensors 2️⃣ Unlock significant cost savings and efficiency gains in SDV architecture 3️⃣ Future-proof your vehicle architecture with business-critical innovation #AutoTech #VirtualSensors #SDV #AutomotiveInnovation #FutureOfMobility

The automotive industry is at a critical juncture, where the transition towards smarter, more connected vehicles is creating both opportunities and challenges. One of the most pressing issues today is how OEMs and their partners can leverage data to improve vehicle performance, anticipate maintenance needs, and ultimately deliver a better customer experience. At Move America 2024, COMPREDICT was at the forefront of these discussions. Representing COMPREDICT, Stefan Werner and Dr. Daniel Dilmetz engaged with industry leaders and innovators to highlight how COMPREDICT’s Virtual Sensor Platform is reshaping the way R&D departments at OEMs approach vehicle engineering & development. Our platform empowers research and development teams to leverage virtual sensors to test, validate, and enhance vehicle components, helping to push the boundaries of innovation in a cost-effective and data-driven manner. On the other side of the spectrum, the rise of predictive maintenance has emerged as a game changer for digital business and aftersales departments. Stefan and Daniel were excited to discuss how our predictive maintenance technologies provide actionable insights that not only improve operational efficiency but also open new revenue streams for aftersales teams. Our time at #MoveAmerica reinforced the need for reliable, data-driven solutions in an industry undergoing rapid transformation. Stefan and Daniel brought home valuable insights on how COMPREDICT can continue to serve as a trusted innovation partner, driving the future of connected mobility. We are excited to strengthen our collaborations with OEMs and digital business leaders, ensuring that we remain at the cutting edge of predictive maintenance and Virtual Sensor technology.

Another exciting COVESA members meeting is coming to a close! Martin Zeller and Tibor Nagy, are at the Connected Vehicle Systems Alliance (COVESA) Fall 2024 AMM in the USA. Over the course of the event, they’re participating in various engaging workshops, networked with industry experts, and presenting insights into COMPREDICT’s Virtual Sensor technology and our latest announcement on predictive maintenance. At the event, our team is demonstrating how COMPREDICT is revolutionizing vehicle health monitoring by leveraging virtual sensors and data-driven maintenance strategies. The workshops offered invaluable discussions around the future of connected vehicle ecosystems, which aligned perfectly with our ongoing work in predictive analytics. Martin and Tibor are looking forward to answer more questions, sharing our case study on how the Virtual Sensors helps optimize vehicle engineering, save costs, and predict brake wear – a hot topic for automotive professionals interested in predictive maintenance solutions. Overall, the event is an incredible learning opportunity, deepening our understanding of the evolving connected vehicle landscape, and showcasing how COMPREDICT is positioned to lead with innovative solutions. We look forward to implementing the insights and connections gained during COVESA to further advance our technology and partnerships!

Stefan Werner and Dr. Daniel Dilmetz are geared up at the Move America floor. Stop by Booth 820 at Move America and discover how COMPREDICT is driving innovation in the automotive industry with our AI-driven virtual sensors! Whether you're curious about our landmark partnership with Renault or want to explore how virtual sensors can replace hardware sensors, we're here to discuss it all. Let's chat about how we can take your vehicle engineering and cost-saving initiatives to the next level. 📍 Come meet our team at Booth 820—we're excited to connect and show you how our technology is transforming the future of mobility! #MoveAmerica #VirtualSensors #PredictiveMaintenance #COMPREDICT #InnovationInMobility #AutomotiveTech

The future of automotive technology is here, and it's BRIGHTER than ever! A very practical example of how software is reprogramming the car industry at #Auto.AI Europe in #Berlin today: Step 1: Headlights got much better & brighter over the past 30+ years since HID/Xenon was introduced. LED took this to another level. Step 2: This created the problem of automatic headlight levelling to keep those bright lights on the road and off the eyes of oncoming drivers. Step 3: More hardware needed to be added to monitor changes in vehicle inclination. Plus all the control units and wiring to connect the new hardware sensors and their related actuators. From inductive level measurement sensors at rear axles to ultrasonic sensor solutions that measure distance to the road... Step 4: The new system has proven its usefulness and is made mandatory by the regulators. Increasing road safety, but also increasing bill of materials, maintenance complexity and the price of all vehicles. STEP INTO THE FUTURE: Modern cars will have enough computing power and readily available data to achieve the same result with a software-defined approach. Our Virtual Sensors can kill sensor hardware, reduce cost, simplify maintenance. And yes: They can auto-level your headlights while doing all of the above ! #VirtualSensors #SDV

We had a fantastic time today presenting at #AutoAI Europe and connecting with so many forward-thinking professionals in the automotive space! In our session today, Dr. Rafael Fietzek and Stefan Hassels showcased how COMPREDICT’s AI-based Virtual Sensors offer a smarter, more cost-effective alternative to expensive and failure-prone hardware sensors. We focused on two essential components—Headlight Leveling and Tire Pressure sensors—demonstrating how they can be replaced with AI-powered Virtual Sensors that maintain top-level accuracy while delivering significant cost savings at scale. We also emphasized why integrating COMPREDICT’s Virtual Sensors is crucial for future-proofing your vehicle architecture. As the automotive landscape evolves, using AI to streamline the SDV stack is no longer just an innovation—it's a business-critical step for staying competitive. Thanks to everyone who attended and shared their insights with us today! Let’s continue driving innovation together. #HardwareReplacement #VirtualSensors #SDV #AI #AutoTech #AutomotiveInnovation