Regardless of corporations eager to implement AI and reap the advantages of it, a majority don’t have the underlying foundations in place to make it work effectively.
In keeping with CData’s newest report, The State of AI Information Connectivity: 2026 Outlook, there’s a clear hyperlink between information infrastructure maturity and AI maturity.
The report discovered that 60% of the businesses who’ve achieved AI maturity had invested in superior information infrastructure, akin to centralized, semantically constant integration layers.
A hundred percent of respondents agree that entry to real-time information is critical for AI brokers, however 20% nonetheless lack real-time integration capabilities.
Additional, 46% of the organizations surveyed say {that a} single AI use case requires entry to not less than six completely different information sources. Moreover, AI-native software program suppliers want 3 times extra exterior integrations than conventional software program corporations.
Lastly, 71% of AI groups are spending not less than 1 / 4 of their time on “information plumbing” relatively than innovation.
“The period of AI being constrained by fashions is over. Right now, AI is constrained by information,” stated Amit Sharma, CEO and co-founder of CData. “The organizations successful with AI aren’t those with the most effective algorithms; they’re those with related, contextual, and semantically constant information infrastructure.”
CData surveyed over 200 information and AI leaders at software program corporations for its report. The total report could be downloaded right here.