Where AI Feeds Robot Minds
Odyssey is building the infrastructure for continuous learning in robotics. We enable robots to learn, adapt, and improve autonomously through privacy-preserving data pipelines and real-time AI model updates. Our mission is to accelerate the deployment of intelligent machines that can safely operate in the real world.
Collect sensor data, telemetry, and experiences from robots in the field.
Our data ingest system handles multi-modal sensor streams including vision, lidar, IMU, and proprioceptive data. We support real-time ingestion at scale with automatic quality checks and anomaly detection.
Encrypt and anonymize data while preserving learning signals.
All data is encrypted end-to-end using homomorphic encryption. We use differential privacy techniques to ensure individual robot experiences cannot be reverse-engineered while maintaining model performance.
Stream processed data to training clusters with minimal latency.
Our streaming infrastructure delivers sub-100ms latency for critical updates. We use adaptive batching and priority queues to balance throughput with responsiveness.
Deploy updated models back to robots for continuous improvement.
Models are optimized for edge deployment with quantization and pruning. We support incremental updates to minimize bandwidth and enable offline learning with periodic synchronization.
Homomorphic encryption, secure enclaves
Transformers, diffusion models, RL
Low-latency streaming, P2P mesh
On-device inference, federated learning
Homomorphic encryption, secure enclaves
Transformers, diffusion models, RL
Low-latency streaming, P2P mesh
On-device inference, federated learning
Robots learn to optimize assembly lines, predict maintenance needs, and adapt to new products without reprogramming.
Self-driving systems improve through fleet learning, sharing edge cases and safety-critical scenarios across vehicles.
Humanoid robots learn manipulation skills, navigation, and human interaction through continuous real-world experience.
Search and rescue robots adapt to unpredictable environments, learning from each deployment to improve future missions.
We're a team of researchers, engineers, and roboticists from leading AI labs and robotics companies. We're united by a vision of a future where intelligent machines work alongside humans to solve humanity's greatest challenges.