IT infrastructure at the industrial edge operates under conditions fundamentally different from those in centralized data centers. Deployments on manufacturing floors, remote energy sites, and logistics facilities are not supported by controlled environments or dedicated infrastructure. They are exposed to environmental variability and operational constraints that increase the likelihood of failure.