Stat Library

55% of data and analytics leaders at companies training their own models report they’ve wasted significant resources doing so with bad data

88% of data and analytics leaders say AI demands entirely new approaches to governance and security

63% of data and analytics leaders say their companies struggle to drive business priorities with data

49% of business leaders say they can reliably generate timely insights

Data and analytics leaders estimate 26% of their organizations’ data is untrustworthy.

89% of data and analytics leaders believe unified data is key to meeting customer expectations

Data and analytics leaders estimate 19% of company data is siloed, inaccessible, or unusable

Only 29% of enterprise applications are connected (out of an average of 897 applications used)

63% of business leaders describe their organizations as data-driven — up 10 points from 2023.

79% of service leaders say investment in AI agents is essential to meet business demands.

85% of field service leaders believe their AI investments will increase over the next year.

82% of service professionals say customer expectations are higher than they used to be.