The challenge that's preventing tech leaders from deploying AI is not actually generating a model, it's having data that's ready.
While boards of directors are calling for the deployment of artificial intelligence, IT executives like chief information officers know there's more to the story than having a solid AI use case.The challenge that's preventing tech leaders from deploying AI is not actually generating a model and rolling it out, said Prukalpa Sankar, co-founder of data catalog and governance software Atlan. Instead, she said it's failing to have data ready for AI.
This is because businesses need to constantly add new data to support AI models from both inside and outside sources. "They need that feedback loop, so maybe a model review board can take it down or reevaluate it, or potentially flag it for retraining and revalidation," Carroll said,"which is, by the way, not a negative thing. That's just the game."