GPU densification stresses power distribution and cooling designed for a different era. Surprises appear as thermal throttling or breaker trips—not as software bugs.
Facilities are now part of the AI roadmap
Involve facilities early, model power envelopes, stage deployments, and define contingency for utility constraints. Cloud bursting can hedge but does not erase on-prem planning needs.
AI strategy without facilities strategy is incomplete.
Javan Informatics Group helps organizations turn these priorities into governed, operable programs—not one-off projects.