What are the top key performance indicators (KPIs) you expect to improve for your business with the help of Data Analytics & AI?

Customer satisfaction & loyalty37%

Operational efficiency through predictive and root cause analysis58%

Fraud detection and prevention40%

Asset tracking and investment planning31%

Marketing and customer intelligence ("Segment of One")24%

Performance management of IT and/or network infrastructure20%

Automated infrastructure management10%

Automated customer experience management11%

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Strongly Agree4%

Agree66%

Neither Agree nor Disagree20%

Disagree7%

Strongly Disagree1%

Don't know

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Yes, we have usage-based billing20%

Yes, I've considered it54%

No, I haven't considered it21%

I'm unfamiliar with "usage-based billing"3%

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