Karla Congson
sure. so So there's some easy wins and and that's what we we hear a lot of people talk about, which is producing more, right? But if you dig down, there's actually more interesting areas rather than just content volume. and And content volume often comes synonymous with like AI slop that's out there, right? Like it's more isn't actually better. i i The big gains that I'm actually seeing is is reducing the boring, or repetitive work that nobody really wants to do. i kind of challenge people when I want to come in and speak is I guarantee if you're working in in a corporate world, 30 to 40% of what you do, you didn't jump out of bed to do. It's like, I don't get to do expense reports or... I don't get to revise that work back schedule for the 40th time, right? Because someone couldn't make a date. So when we take a look at some of the things that are repetitive, it might not actually just be tactical. So massive wins include things like research and competitive intelligence, right? Where you're paying a junior analyst and it might take them you know five days or or you know even a couple of weeks. to go out, do a search, synthesize competitive positioning, market trends, customer sentiment. Now you can actually do that in a few hours first with deep research AI. This is real and measurable and is happening right now. Second, which we're seeing a lot in in many agencies and marketing groups is content variation and localization, right? Like, so you would hire a great creative director to come up with a concept and, you know, something that only human can really get to that fine nuance, but then you got to atomize it.