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Productivity bias vs decision quality

Finance AI investment leans towards productivity rather than decision quality. Gartner finds that functions investing in Upend initiatives are more than twice as likely to report high realised value, not twice the value itself.

Mixed

Outcome we help: Make decision quality a named investment outcome.

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What the report found

45% / 20%

CFOs whose AI investments lean towards productivity versus decision quality

Gartner 20 July 2026 release, Figure 1: Share of AI Investment Outcomes in Finance

>2x

Likelihood of reporting high realised value among finance functions investing in Upend initiatives

Gartner release reproduced by CPA Practice Advisor, 22 July 2026, paragraph beginning Notably, the survey found

What it means for leaders

  • Make decision quality a named investment outcome.

What to do on Monday

Start here: Relabel the next three finance AI proposals Productivity, Decision quality or Growth.

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Source

Gartner Survey Shows 45% of CFOs Say Their AI Investments Lean Towards Productivity, While 20% Lean Towards Decision Quality, Gartner, 2026. Read the original report or Supporting report

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