Robotics companies need smarter data hubs to improve perception and decisions.


The more specific the scenarios, the greater the demands on machine learning.




Robots need to recognize customer facial expressions, tone of voice, and gestures. Memories.ai’s LVMM maps video frames, audio features, and text semantics into a unified space.

Temporal memory: Robots understand absolute time references like “yesterday, today, tomorrow.”

We create exclusive robot scenes for them.


Turn raw video into instant, meaningful summaries with AI-powered understanding.

Multi-source video analysis: Supports simultaneous input from multi-camera data and simulation videos.
Recursive memory updates: Continuously refines scene understanding as new driving situations occur.

Ego-view learning accelerates robot imitation by enabling human-like perception and action.