We are building software that learns from real deployments in diverse environments, on edge & in situ. Every mission trains the fleet. Every site makes the next one faster. Raw data never leaves the system.
Post-mission software on shore-side infrastructure. No changes to operations.
World models run on the AUV. Adaptive parameters, real-time anomaly detection.
RL grounded in real fleet experience. Multi-AUV coordination underwater. Simulation dependence replaced by collective real-world intelligence.
Fleet learning that eliminates cold starts and turns every deployment into training data.
In situ swarm intelligence enabling AUV fleets to learn, adapt, and coordinate in environments that have never been mapped without the need to resurface.
What one vehicle discovers makes every vehicle smarter, mid-mission.