The PULSE architecture helps embodied AI robots understand real-world scenarios

PULSE Architecture

A World Action Model driven by user intent, independently developed by SFLARE

While the industry is still teaching robots to perceive the world, SFLARE enables them to understand the person in front of them—to infer intent, plan actions, and keep evolving.

Explore PULSE ↓

Perception

Collaborative indoor situational perception

Physical environment + user state

  • Understand the home in the momentSemantic mapping and spatial relationship understanding
  • Detect environmental changesDynamic object detection and anomaly alerts
  • Understand user stateBehavior pattern recognition and emotional-state sensing

Real-world scenarios drive continuous evolution

Real Home Interaction
User Feedback
Data Return
Evaluation & Optimization
Capability Update

Standardized hardware × scenario ecosystem × compliant data mechanisms continuously fuel the flywheel