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Over-The-Air Upgrade: How to Develop the Concept Successfully


July 2021, Porsche recalls 43 000 of its newest EVs: Taycan and Taycan Cross. Why? Due to software issues resulting in power loss. How could this have been prevented while reducing costs and fixing...



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How Porsche Developed a Digital Twin to Win the Race for the Virtual Car Concept


NASA used a precursor to these technologies to bring the Apollo 13 astronauts back to Earth. Lockheed Martin claims these types of solutions are one of six game-changing technologies in the defense...



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How OEMs Can Leverage Subscription Business Model


The subscription business model outperforms the non-subscription business as we observe the shift from ownership towards usership. The success of services like Netflix for movies, Spotify for music,...



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How to Simplify the Process of Building Production-ready AI Services and Reduce the Time for Resource Management in the Automotive Industry?


While the automotive industry is rapidly changing by adopting a software-first strategy, like in other sectors, automotive enterprises struggle with productionizing AI and ML R&D projects. Machi...



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What Trends Will Set the Course of Change in the Automotive Industry for 2022


The turn of the year is a perfect time for summaries, planning future activities, and market research. It is no different in the automotive industry, which is subject to dynamic changes. Their direc...



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What is Automotive Software and Why Does It Matter?


Connected Car, Software Development and Autonomous Driving are the three most repeated words in the automotive industry. It’s hard not to notice that all three are basically different use case...



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Beyond Spotify and Netflix- the Future of In-Vehicle Infotainment Systems in Connected Cars


It cost a staggering $200 for that time. The antenna took up almost the entire roof of the car, the batteries barely fit under the front seat, and the huge speakers had to be fixed to the back of th...



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Focus On the Driver – Data Monetization at Software-Defined Vehicle Cannot Exist Without Understanding Customer Needs


When talking about data monetization in the automotive industry, we tend to focus on technology, safety, sensors, or cloud solutions. However, all these elements fade when confronted with the ultima...



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How to Monetize Vehicle Data Thanks to In-car Technologies – What’s Inside a Software-Defined Vehicle – Part 2


The collection of data and its subsequent monetization wouldn’t be possible without the ‘’attachment points" in the form of technologies already used in vehicles and controlled parts and system...



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How to Monetize Vehicle Data Thanks to In-car Technologies – The Biggest Challenges and Control Points of the Process – Part 1


Brook. Not a stream yet, though. But in the foreseeable future, it is going to be a proper river. What are we talking about? Data obtained from vehicles. Experts estimate that data inflow is likely t...



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The Next Step for Digital Twin – Virtual World


Digital Twin is a widely spread concept of creating a virtual representation of object state. The object may be small, like a raindrop, or huge as a factory. The goal is to simplify the operations o...



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IoT SaaS – Why Automotive Industry Should Care, and Which AWS IoT or Azure IoT is Better to Use as a Base Platform For Connected Vehicle Development


We're connected. There’s no doubt about it. At work, at home, in town, on holidays. Our life is no longer divided into offline and online, digital and analog. Our life is somewhere in between, and...



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Cybersecurity Meets Automotive Business


The automotive industry is well known for its security standards regarding the road safety of vehicles. All processes regarding vehicle development - from drawing board to sales - were standardized...



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How to Monetize Car Data – 3 Strategies for Companies and 28 Practical Use Cases


Data is the currency of the 21st century. Those who have access to it can manage it wisely and draw constructive conclusions to get ahead and outperform the competition. The business model based on...



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Machine Learning at the Edge – Federated Learning in the Automotive Industry


Machine Learning combined with edge computing gains a lot of interest in industries leveraging AI at scale - healthcare, automotive, or insurance. The proliferation of use cases such as autonomous d...



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