How often do you audit analytics and business intelligence tools to ensure they are still meeting business needs?

Continuously5%

Daily33%

Weekly28%

Monthly11%

Quarterly13%

Annually5%

I don’t know if we ever have4%

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CEO21%

CIO41%

CTO32%

Software department leadership 29%

Team leads28%

Software engineers/developers24%

Someone else (comment to share)3%

N/A — no plans to use AI agents for software engineering1%

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Very satisfied13%

Moderately satisfied69%

Moderately dissatisfied8%

Very dissatisfied8%

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