Silicom is still early on an AI inference ramp that could lift both revenue and margins. Conversion of an H2 2026 proof of concept at a Tier 1 hyperscaler would bring tens of thousands of FPGA inference cards, shifting mix toward higher-margin product and lifting gross margin from a depressed 30% toward the 2022 peak of 34%. Cash plus working capital covers about half the market cap, bounding the bear case, and the probability-weighted value is $85 against a $38 share price, about 2.23x. x.com x.com
