I see it the other way around. An internal person with real domain knowledge can use AI far more effectively than an outsourced team. Domain knowledge is what matters now, and companies don’t want to pay for outsiders to learn it on their dime. AI let's the internal team be small enough that it's a better idea to keep things in house.