TubeMogul, Uber alums launch Arize AI for AI observability

“‘Businesses are deploying these complex models that are hard to understand, they’re not easy to troubleshoot or debug,’ Lopatecki said. So if an AI or ML model isn’t delivering the desired results, ‘The state of the art today is: You file a ticket, the data scientist comes back with a complicated answer, everyone’s scratching their head, everyone hopes the problem’s gone away. As you push more and more models into the organization, that’s just not good enough.’”