Some enterprises have built agents using closed models that serve hundreds of millions of customers and want to scale those agents.

“AI natives to adopt open model as well as building their own solution but enterprises just need more more help there and so it's really around going in assessing what are the biggest value things you can do there and a lot of these enterprises can go like they might have built you know an agent that spans”

“you know hundreds hundreds of millions of customers uh on closed models that they really want to scale out um and so the the scaling factor is very high it's very hard to go in and just say we're going to uh going to give you inference i have not heard that that has not worked you”