CxOs are racing to invest in generative AI but skimping on the data foundation needed to execute, according to an Ernst & Young (EY) survey.
EY's AI Pulse Survey, based on 500 US senior leader respondents, highlights the generative AI enterprise conundrum. Here's a look at some of the moving parts.
Among companies already investing in AI, the number of companies investing $10 million will roughly double from 16% to 30% in the next year.
- But 36% of senior leaders say they're investing in data infrastructure at scale.
- And 34% said they are building on an AI governance framework.
- 37% of senior leaders said their organizations are training and upskilling employees on AI at scale.
These moving parts highlight how some enterprises may be headed to a crap in, crap out wall if they jump into AI without a strong data game.
GenAI’s prioritization phase: Enterprises wading through thousands of use cases
Nevertheless, EY found that CxOs are doubling down on generative AI. Three-quarters of executives said their firms are seeing positive returns across business functions. Indeed, 77% said they were seeing operational efficiencies, 74% saw employee productivity gains and 72% saw improved customer satisfaction.
Other items from the survey:
- Companies investing 5% or more of total budgets on AI are seeing more returns.
- 50% of senior leaders say they will dedicate 25% or more of total budgets toward AI investments.
- 54% of CxOs investing in AI said their organizations are investing in ethical AI over the next year.
- Education tech in turmoil amid genAI: Why consolidation is next
- 14 takeaways from genAI initiatives midway through 2024
- OpenAI and Microsoft: Symbiotic or future frenemies?
- AI infrastructure is the new innovation hotbed with smartphone-like release cadence
- Don't forget the non-technical, human costs to generative AI projects
- GenAI boom eludes enterprise software...for now
- The real reason Windows AI PCs will be interesting
- Copilot, genAI agent implementations are about to get complicated
- Generative AI spending will move beyond the IT budget
- Enterprises Must Now Cultivate a Capable and Diverse AI Model Garden
- Financial services firms see genAI use cases leading to efficiency boom