Edge Encoder→Cloud Decoder→Maritime Fleet
// INDUSTRIES / MARITIME

Every Camera.
Every Vessel.
One Satellite Link.

Fleet operators make compromises every day. Lower resolution. Fewer cameras. More terminals. Our research explores compressing AI features instead of streaming raw video — potentially enabling more cameras per satellite link. Pilot evaluations are underway.

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The Satellite Tradeoff
Today
16 cameras × 6 Mbps
~96 Mbps — exceeds Starlink ceiling
2 terminals required
MAHAMAIA
40+ cameras × ~1.5 Mbps
~60 Mbps — within ceiling
1 terminal
Based on Starlink Maritime real-world upload ceiling of 20-60 Mbps. MAHAMAIA bandwidth projected under event-triggered transmission. Results depend on vessel configuration.

Day in the Life

Camera detects event
Bridge camera spots an approaching vessel. Edge encoder begins feature extraction.
MAHAMAIA compresses features
The learned compressor reduces the frame to a compact latent representation on the Jetson.
Satellite transmission
The compressed feature stream is transmitted over Starlink at a fraction of video bandwidth.
Fleet AI analyzes
The Cloud Decoder reconstructs features. Navigation, safety, and cargo models all run simultaneously.
Operator receives alert
A detection alert reaches the fleet operations desk within seconds. No video bandwidth consumed.
Every camera. Every vessel. One link.

See how MAHAMAIA fits your fleet configuration. Pilot program available for maritime operators.

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