Conceptual Physical AI illustration with a glass neural brain linked to laboratory robotic arms, automated pipetting, and mass spectrometry equipment

ESSENSE SCIENCE AI AGENTS · PHYSICAL AI

Physical AIEnable AI to perceive and operate real equipment

Digital AI generates content in the digital world. Physical AI reads the physical environment, plans actions, and receives feedback—a key capability for autonomous laboratories.

Conceptual digital intelligence illustration with a glass brain, DNA, and data curves

DIGITAL AI · DIGITAL INTELLIGENCE

Understanding & Generation in the Digital World

Input:
Text / Images / Speech
Output:
Text / Images / Code
Realistic conceptual illustration of robotic arms and a pipetting platform in an autonomous laboratory

PHYSICAL AI · PHYSICAL INTELLIGENCE

Actions & Results in the Physical World

Perception:
Cameras / Radar / Force Sensing
Execution:
Robotic Arms / Motors / Instruments

Digital AI Generate Content;Physical AI Read the environment, plan actions, and receive feedback to enable truly autonomous experimentation.

EXPLORE SCIENCE INTELLIGENCE

From action in the physical world to autonomous experimentation.

Explore how Science AI Agents connect large models and real equipment through a five-step decision loop and three-layer system architecture.

Explore the AI Autonomous Laboratory