Sami is the co-founder and CEO of Profilence, a software analysis company trusted by global automotive brands to solve their toughest infotainment and system stability issues. With a background in mobile software and over a decade of hands-on experience in diagnostics, Sami knows how complex systems break — and how they can be fixed.

At Car.HMI, he talks about patterns behind repeated task forces, why traditional QA keeps greenlighting real-world bugs, and how a smarter validation mindset can stop the chaos before it starts.

Profilence adds a critical visibility layer on top of traditional QA — enabling OEMs and suppliers to detect and prevent real-world software issues before they reach customers. Our intelligent, platform-level analysis reveals long-term stability and performance problems that conventional testing methods were never designed to catch. Used by leading automotive brands, Profilence helps turn reactive firefighting into proactive software quality.