New poll data from Domino Data Lab finds generative AI cannot be outsourced — enterprises need to fine-tune or control their own models.
New poll data from enterprise MLOps platform Domino Data Lab found that data scientists believe generative AI will significantly impact enterprises over the next few years, but its capabilities cannot be outsourced — that is, enterprises need to fine-tune or control their own gen AI models.
The data, from data and analytics professionals who attended Domino Data Lab’s recent Rev conference in New York City, found that 90% of data science leaders — who are typically a skeptical bunch – believe that the hype surrounding Generative AI is justified. More than half believe it will have a significant impact on their business within the next 1-2 years.
However, simply leveraging AI features offered by software vendors won’t be enough for gen AI success. A full 94% of survey respondents believe their organizations must create their own gen AI offerings — more than half plan to leverage foundation models developed by third parties and to create differentiated customer experiences on top of them, while more than a third believe organizations must develop their own proprietary gen AI models.
