01 / Thermal foundation
Liquid cooling telemetry provides temperature, flow and system status context.
CONNECTED OPERATIONS
A reference architecture connecting liquid cooling, fixed sensors, mobile robotics and AI monitoring—supported by a digital twin and human oversight.
Conceptual reference architecture. Integration, autonomous actions and performance require site-specific engineering and validation.
Liquid cooling telemetry provides temperature, flow and system status context.
Fixed sensors and inspection robots capture facility conditions and asset observations.
Combine signals to support anomaly review and operator prioritization.
Map signals to assets and workflows. Keep critical actions behind defined approval and safety controls.
START WITH THE RIGHT QUESTIONS
Identify the use case. Understand the constraints. Build the right solution.