Aquabyte (computer vision fish monitoring), OptoScale (optical biomass sensing), Tidal/X (Alphabet moonshot, underwater perception).
eFishery (automated feeding), Innovasea (sensors & analytics), AKVA Group (cage & feeding systems).
Marel, Skaginn 3X (mechanical sorting).
Delta robotics and computer vision trained on aquaculture-specific visual data (fish morphology, health indicators, breeding markers) at speeds and accuracies human graders cannot match. CMU robotics pedigree with Tesla, NVIDIA, and ASML alumni. Pilot at North America's largest trout producer validates the approach at commercial scale.
Using real-time image classification for fish grading, phenotype feature extraction for breeding selection, and anomaly detection for disease identification.
Retrofit autonomy kits that convert excavators and heavy equipment into operator-less machines.
Ex-Waymo trucking leadership attacking a labor-starved $13T construction market with reversible retrofits instead of new OEM machines, a faster path to revenue than highway autonomy.
AI-first autonomy stack for driverless trucks and robotaxis, validated in generative simulation.
Simulation-first development with generative world models lets Waabi validate safety without the fleet burn that bankrupted earlier AV companies, arriving at driverless launch with less capital consumed.