Wipfli Says AI Ownership Costs Dwarf Subscription Fees

The Common Question

What should a CFO ask before approving a big AI budget?

The Lesson in This Case

AI spending is accelerating, yet most organizations still underestimate total cost of ownership by overlooking implementation, integration, training, governance, and change management – expenses that routinely dwarf the software subscription line. The CFOs generating sustainable returns treat security, vendor concentration, and workflow longevity as first-order investment criteria rather than downstream implementation problems. Before approving the next AI budget request, demand a full-cost model and a straight answer on whether the workflow being optimized will even exist in three years.

Originally reported by CFO Dive. Read the full story here.