CMMS Vendors Add Predictive Maintenance AI to Compete for Industry 4.0 Budgets
Mid-2026 saw CMMS and IIoT analytics platforms integrate machine learning for predictive maintenance, shifting buyer criteria from feature checklists to data-centric platform capabilities. Enterprises now budget these as capital-efficiency projects targeting 20-30% downtime reductions.

