70 %

data centre failures stemming from human errors, according to Uptime Institute

System-level intelligence keeps humans in control The paper is careful to distinguish system-level intelligence, which correlates behaviour across an entire multi-vendor environment, from single-asset monitoring.

Digital twin technology allows operators to simulate infrastructure behaviour under real operating conditions, while human experts remain responsible for validating any recommendation before it reaches the customer, preserving governance and accountability even as automation expands.

Sudhir sums up where Compass Datacenters sees this heading, and it is not towards removing people from oversight altogether but towards removing them from unnecessary manual contact with live equipment.

" Our ultimate vision," he says, " is to keep the humans out of the machines as much as possible."

datacentremagazine. com 93