
MODULE 01
Automated Laboratory Implementation
Connect sample preparation with Tecan automated liquid handling platforms, robotic arms, and customized workstations.

AUTONOMOUS LAB OPERATIONS · ESSENSE SCIENCE AI
A working system integrating Physical AI and multiomics testing: a four-step loop of design, execution, testing, and analysis for continual self-optimization.
01BUILD & OPERATE · ESSENSE SCIENCE AI · IMPLEMENTATION & OPERATIONS
CLOSED LOOP

MODULE 01
Connect sample preparation with Tecan automated liquid handling platforms, robotic arms, and customized workstations.

MODULE 02
Deploy Waters mass spectrometry products, develop analytical methods, and extend them into standardized automated workflows.

MODULE 03
LIMS supports quality traceability, while Science AI Agents connect models and equipment to create a feedback loop.
Equipment × Methods × Data × AIRepeatable, Scalable Laboratory Workflows
02FROM IMPLEMENTATION TO OPERATIONS
Define requirements, workflows, interfaces, methods, and quality acceptance criteria.
Complete equipment deployment, workflow configuration, data traceability, and operational handover.
Continually adjust workflows and configurations based on execution records, exceptions, and capacity requirements.
EXPLORE ESSENSE TECHNOLOGY
Explore ESSENSE Science AI Agents, real equipment integration, and autonomous laboratory applications.