Forbes Articles
I occasionally contribute to Forbes, writing about technology, innovation, and the future of mobility.
ADAS Sensors Post-Repair: A Hidden Threat To Road Safety
The article explores how improperly handled ADAS sensors during vehicle repairs can create hidden safety risks, even when repairs appear complete.
Why Body Shops Need To Think Like Tech Companies
In this Forbes Tech Council article, I argue that body shops must adopt a tech-centric mindset to stay relevant in today’s vehicle repair landscape. As ADAS systems become ubiquitous, post-repair calibration is no longer optional—it’s a critical workflow.
The Commoditization Of Lidar: Moving Beyond Specs
This article explores how LiDAR is shifting from a spec-driven race to a focus on real-world performance, integration, and practical value as the technology becomes more commoditized.