Organizations can use off-the-shelf AI tools to let any team member create on-brand content without building custom models. As costs drop, companies will soon standardize these internally-focused, brand-aware tools across their operations.
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them, you know, what they do is they now have this tool so that any team member can go and interact with it. And the content is always gonna come out on brand. It's always gonna have brand style, you know, brand voice and meet that quality level that they're expecting. And so those are the different ways that we're seeing this happen. You, you don't need to go build your own model or any of this. Like a lot of the off-the-shelf ones can, can be modified at this point and pretty cost effectively. I mean, it's getting cheaper and cheaper to do this. And so I, I think this is just going to become a standard for all organizations that they're gonna have. These, these almost internal tools that they've built that their team can deploy and use for these