Aeva dual-play on 4D LiDAR and CPO optical sources

Conviction: 55% · Horizon: 3Y · 2026-08-12
Aeva can re-rate as a dual engine of 4D LiDAR for Physical AI and high-margin CPO/NPO optical sourcing for hyperscalers

Aeva is no longer only a high-risk 4D LiDAR story. FMCW sensing that measures velocity directly can improve Physical AI training data, while a new joint development path into near-packaged optics for a major hyperscaler targets initial volumes in 2027 and a multi-hundred-million-dollar annual ramp from 2028 at roughly +40% EBITDA margins. Risk-adjusted optics plus perception revenue into 2029, after dilution, still supports a multi-bagger outcome from a sub-$2B market cap if execution holds.

Instrument Side Target Reason
AEVA Long Dual exposure to 4D LiDAR and high-margin CPO/NPO optical sourcing can derisk the path to profitability while still offering multi-hundred-million revenue upside into 2028–2030; after conservative risking and dilution, a low-teens sales multiple leaves room for roughly 3x from current levels.

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