On replacing a floor of talented people with something that never asks for PTO.
After consulting and freelancing for top tech companies and creative ad agencies from LA to Silicon Valley since 2015, I've witnessed the work space paradigm we're all so use to expecting transform from a ribeye to a filet mignon.
Something worth clarifying: the agencies doing this aren't replacing their teams with chatbots. Agencys and In-house studios are replacing several roles that used to require a team.
There is a difference, and it lives somewhere between a legal disclaimer and a genuine insight about how work is changing.
Here is what is actually happening. The smarter shops have stopped hiring for execution and started hiring for orchestration.
Instead of a junior copywriter, a mid-level strategist, a research coordinator, and a project manager who mostly forwarded emails; they hired one exceptionally sharp operator who knows how to run AI models like instruments in an orchestra. The output isn't suffering. In some areas, its improving. The payroll certainly changed.
The AI models don't get territorial. Don't sulk when its idea gets cut. It doesn't have a situationship with the account director.
The concept isn't complicated, which is probably why it takes people so long to accept it. AI models are extraordinarily capable and completely directionless. Left alone, they produce content that is technically correct and spiritually beige.
Put a skilled team member in front of them like someone who understands the brief, the brand, the client's irrational preferences, and the difference between a good idea and a billable one; and that becomes something else entirely. The person is not the bottleneck anymore. The person is a powerhouse.
What this means practically: one qualified operator running the right stack of models can carry the cognitive load of a team that, two years ago, we would have needed a standup meeting to discuss the standup meeting. Your Ai models doesn't get territorial. Doesn't sulk when its idea gets cut. Doesn't have a "situationship" with the account director. And these are not minor changes. Looking back at how we do things now will seem archaic.
The skill nobody's talking about is prompt architecture.
Brief your models the way a good CD briefs a creative team. Get that right and AI stops being a spell-checker with ambitions. It becomes a department.
This isn't an argument for every agency to flatten itself overnight. Though it's happening. Culture, relationships, institutional knowledge, can't port these easily into a system prompt.
Trigger alert. If your org chart still looks like it was designed for a world where information moved slowly and humans were the fastest processors in the room, the question isn't whether to rethink it. It's whether that rethinking happens on your timeline or someone else's.
The leaner shops are already there. The work is still getting done. And somewhere out there, a very good creative operator is running four models simultaneously and calling it Tuesday.
