Organisations Need New Yardstick to Measure AI Returns
FutureCIO, Thursday, September 24th, 2026
Companies chasing AI ROI with financial metrics alone are missing decision quality, agility and CX gains.
The article argues enterprises must move beyond traditional financial metrics - cost savings, productivity, revenue - when evaluating AI investments, and instead measure decision quality, execution speed, customer experience, employee satisfaction and organizational agility.
Experts say many companies fail to see meaningful AI returns because they lack clear objectives, skip defining metrics upfront, struggle with data quality, and try to scale pilots without redesigning underlying processes.
Governance and security should be treated as ROI enablers rather than cost overhead, requiring AI to be embedded into core operations alongside workforce change.