The return case rests on three linked steps: convert
backlog into shipments, add qualified capacity before customers redesign around alternatives, and keep mix shifting toward higher-value
advanced products and licenses. AI infrastructure should expand the power-delivery problem faster than conventional component markets, so Vicor can outgrow normal industrial names. I do not assume management reaches its full long-term model, and I do assume some valuation cooling as scarcity becomes execution.