Kiplinger Publishes AI ROI Guidance. Firms Were Apparently Counting Wrong. Shocking, Truly.
The Mavvrik report AI Cost Statistics 2026 finds that firms where technology teams alone own AI spend capture less value than firms where finance and compliance teams share oversight. The article argues that total AI cost includes training staff, reviewing outputs, and ensuring regulatory compliance, not just the tool's sticker price. Ignore those hidden costs and your ROI calculation is fiction.
This demonstrates what economists call total cost of ownership, or TCO. The mental model is simple: a tool's price is the floor, not the ceiling. The mechanism here is cost dispersion, where the real expense bleeds out into adjacent functions like training, oversight, and compliance review. Any ROI calculation that counts only licensing fees is not measuring value. It is measuring wishful thinking.
Kiplinger published the guidance, citing the Mavvrik report on AI cost statistics. The article also draws from meetings with over 100 advisers to develop an AI adoption road map.
- Pick one AI tool you currently use or are considering. Write down its monthly or annual cost. That is your line item.
- Now estimate the hours you or your team spend learning the tool, reviewing its outputs for accuracy, and checking compliance with any regulations that apply to your work. Multiply those hours by an hourly rate. Add this to the sticker price.
- Compare that total to the time or money the tool saves you. If the hidden costs exceed the savings, you have your answer. The tool is not free just because the demo was.