A useful step in framing the shift from reactive to proactive operations.
One thing I keep seeing in practice, though, is that many "proactive" initiatives stall not because of missing analytics, but because system boundaries remain fragmented.
Without shared semantics across IT, cooling, power and workloads, prediction often stays local, and optimisation remains site-specific rather than systemic.
The real challenge is less about adding intelligence and more about changing how systems interact.
A useful step in framing the shift from reactive to proactive operations. One thing I keep seeing in practice, though, is that many "proactive" initiatives stall not because of missing analytics, but because system boundaries remain fragmented. Without shared semantics across IT, cooling, power and workloads, prediction often stays local, and optimisation remains site-specific rather than systemic. The real challenge is less about adding intelligence and more about changing how systems interact.