AMBA

Pure-play edge-vision SoC vendor pivoting from declining security-camera base to automotive ADAS + AI inference. CV3-AD685 (5nm, 750 eTOPS) targets L2+/L4 stack competing directly with Mobileye EyeQ6 and $NVDA Drive Thor at lower W/$ - multi-billion design-win pipeline disclosed FY24-FY25.

Bull case: (1) auto revenue mix climbing past 30% with 2026-2027 SOP ramp on disclosed wins (Continental, Bosch, Magna tier-1 sockets); (2) CV3 architecture also addresses robotics/humanoid vision - secular TAM expansion beyond auto; (3) gross margins recovering toward 62-65% as IoT inventory digestion clears; (4) fabless model + $200M+ net cash = optionality without dilution risk; (5) physical-AI / embodied-AI narrative is rerating edge-inference silicon.

Bear case: (1) Mobileye + $NVDA + $QCOM Snapdragon Ride own the auto reference designs - AMBA must win on power/cost not ecosystem; (2) revenue still <$300M with high opex - operating losses persist until auto ramp materializes; (3) China security-camera exposure ($HIK ecosystem) structurally pressured by export controls + spec downgrades; (4) FY26 guidance repeatedly cut as IoT remained weak; (5) small float + retail flow = high beta to AI sentiment swings.