Data Center Automation

Liquid cooling and higher-voltage systems double AI data center construction costs.

Liquid cooling becomes cheaper than air cooling around 30 kW per rack.

Total cost of ownership across a decade determines which model actually wins.

Modular data centers lock engineering decisions before site conditions are fully known.

Decide power and cooling first, or your modular data center redesigns itself halfway through.

How to adapt AIA's standard design phases for data center engineering complexity.

AI agents need deterministic guardrails to prevent costly design errors.

One rack density change cascades across power, cooling, and procurement simultaneously.

Automating documentation keeps design intent aligned with what actually gets built.

Automating equipment compliance checks removes the schedule bottleneck from submittal review.