Keri Briske

We're saying we really need to specialize in like, no, that's too much.

So this is what I was talking about earlier is this journey of understanding.

And 2025 has passed by 2025 has been all about agents.

And because when you started to do RAG, you're like, well, I really need this to route to the right systems.

I need it to be able to reason about what data I go pull.

It just really needs to be smarter.

And then RAG became a tool of agents.

Instead of everything being about RAG, it's now RAG is just like a small tool that an agent can call to.

So that's been the journey.

I think a little bit of both.

A lot of the large enterprises are starting their own center of excellence, their own internal platforms.

A lot of it is sort of wrappers around, you know, managed APIs and then a little bit of open source models.

Again, doing smaller tasks.

And obviously Lama was a big success last year.

So a lot of enterprises started with Lama or Mistral models.

I've seen it in production too.

And so now they're getting to the, I need specialization.

We need specialization.

Guess what?

You need open data.