Guest commentary: Competing economic forces shape 2026 auto outlook​

May 20, 2026

Automakers that built unified software platforms early can deploy AI at scale. Those still consolidating fragmented systems risk becoming commodity hardware suppliers competing only on manufacturing cost, according to an industry analysis.