Mr. Ali KAMALI
Co-Founder & Chief Executive Officer, TestFlow
Ali Kamaly is one of the most-followed semiconductor voices on LinkedIn, with content reaching over 17M impressions on AI in semiconductors, chip development economics, and the future of testing. Based between Silicon Valley and Southeast Asia, he writes and speaks on the global shift toward AI-native semiconductor testing and the structural transformation of post-silicon workflows.
He is Co-Founder and CEO of TestFlow, an AI-native semiconductor testing platform working with enterprise semiconductor companies across the US, Europe, and Asia to compress test cycles and consolidate fragmented lab toolchains, TestFlow solves the bottlenecks he encountered firsthand inside semiconductor R&D environments.
Presentation Title
From Specs to Validated Silicon: How AI Is Rewriting Product Testing for the Trillion-Dollar Semiconductor Era
The semiconductor industry is on track to reach $1 trillion in annual sales in 2026, yet product testing remains one of the least automated stages of the chip lifecycle. Industry studies estimate that post-silicon validation can consume up to 40% of total SoC design effort, and that share has been rising with each new process node. The reason is structural: testing still depends on fragmented toolchains, manual scripting, and tribal knowledge that rarely compounds across projects.
This session examines why product testing has resisted automation for so long, and how AI-native approaches are now changing the economics of the lab. The talk walks through the shift from script-based test automation to AI-driven test platforms that can translate datasheets into structured test plans, control instrumentation across vendors, and turn raw lab data into decision-ready reports. Drawing on real deployments with semiconductor companies in Southeast Asia and the US, the session offers a grounded view of where AI delivers measurable leverage in test, where it doesn't, and what engineering leaders should prioritize as testing becomes a strategic bottleneck.