What’s wrong with big data?
Is more data better? This question has spelled the end of countless AI projects. Common sense tells us that, yes, more data allows the model to fit our problem better.
The first self-sufficient and truly autonomous vehicles appeared in the 1980s through research collaborations between academia and car manufacturers. In 2023, in certain parts of our world, one can order a driverless car by simply tapping on a cellphone screen. This transformational journey has been one with several delays and setbacks, including avoidable accidents.
Innovation has far out-paced the speed of introducing practical technical standards like ISO 21448:2021 and ISO/TR 4804 (soon to be replaced by ISO/TS 5083) or any meaningful regulations. This gap poses an extraordinary uncertainty within the automotive industry, creating unknown risks for automotive OEMs and suppliers to manage. With an experienced team of experts by your side, you can translate these uncertainties into opportunities in an industry that’s expected to generate several hundreds of billions of dollars of revenue over the next decade.
Our team of experts have been deeply involved in the safe development and responsible deployment safety assurance of autonomous vehicles since 2012, all the way fromstarting with low-volume test prototypes to and most recently with large-scale city-wide introductiondeployments of autonomous vehicle fleets. While there are still several “unknown unknowns” to solve for as an industry, we can help you responsibly scale your tech stack and fleet operations with the help of our knowledge, hands-on experience and analytical tools.
We have been successfully driving the AV industry to take an approach rooted in first principles to develop and deploy ADAS and AVs safely long before the introduction of the myriad of technical standards and methods we see today.
We have made key contributions to many of them. Therefore, our team is best positioned to help you craft a bespoke safety strategy that’s as unique and novel as your product:
Let us know about your project and our team will be in contact
Is more data better? This question has spelled the end of countless AI projects. Common sense tells us that, yes, more data allows the model to fit our problem better.
Roughly 2 years after the launch of OpenAI’s ChatGPT, AI incidents have surged over 70%, per the 2024 AI Index Report. The launch marked the start of the current era of mass AI adoption.
ISO/IEC 42001 establishes our AI Management System and emphasizes the ethical and responsible use of AI.
We’re here to provide the guidance and support you need to navigate the complexities of engineering with responsibility and safety at the forefront.
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