
Connecting the dots in automotive intelligence with Arnon Shafir
"AI proposes while the engineer disposes." Arnon Shafir, Vice President Automotive Data Intelligence and AI at Upstream, has spent his career building and scaling technology companies, from start-ups to global organisations. His focus today is on helping the automotive industry turn connected vehicle data into meaningful intelligence. In this episode of the XTech Podcast, Arnon joins Debbie Forster MBE to explore how AI is changing the way automotive teams understand quality, investigate issues and make decisions. From the challenge of stitching together vast amounts of vehicle data to the rise of live digital twins, they unpack what it takes to move from experimentation to real-world impact. Arnon shares why the future of automotive isn’t about replacing engineers, but giving them better tools to uncover patterns, investigate faster and solve problems before they escalate. Tune in to discover how automotive leaders are building smarter systems for an increasingly connected world.














