Making ready a corporation’s information for AI, nevertheless, unlocks a brand new set of challenges and alternatives. This MIT Expertise Evaluate Insights survey report investigates whether or not corporations’ information foundations are able to garner advantages from generative AI, in addition to the challenges of constructing the required information infrastructure for this expertise. In doing so, it attracts on insights from a survey of 300 C-suite executives and senior expertise leaders, as properly on in-depth interviews with 4 main specialists.
Its key findings embrace the next:
Information integration is the main precedence for AI readiness. In our survey, 82% of C-suite and different senior executives agree that “scaling AI or generative AI use instances to create enterprise worth is a high precedence for our group.” The number-one problem in attaining that AI readiness, survey respondents say, is information integration and pipelines (45%). Requested about difficult features of information integration, respondents named 4: managing information quantity, shifting information from on-premises to the cloud, enabling real-time entry, and managing adjustments to information.
Executives are laser-focused on information administration challenges—and lasting options. Amongst survey respondents, 83% say that their “group has recognized quite a few sources of information that we should convey collectively in an effort to allow our AI initiatives.” Although data-dependent applied sciences of latest many years drove information integration and aggregation applications, these have been sometimes tailor-made to particular use instances. Now, nevertheless, corporations are on the lookout for one thing extra scalable and use-case agnostic: 82% of respondents are prioritizing options “that may proceed to work sooner or later, no matter different adjustments to our information technique and companions.”
Information governance and safety is a high concern for regulated sectors. Information governance and safety considerations are the second commonest information readiness problem (cited by 44% of respondents). Respondents from extremely regulated sectors have been two to a few occasions extra more likely to cite information governance and safety as a priority, and chief information officers (CDOs) say this can be a problem at twice the speed of their C-suite friends. And our specialists agree: Information governance and safety ought to be addressed from the start of any AI technique to make sure information is used and accessed correctly.
This content material was produced by Insights, the customized content material arm of MIT Expertise Evaluate. It was not written by MIT Expertise Evaluate’s editorial workers.
