There’s a conversation happening in every VP of Sales office right now. It goes something like this: we need to grow the team, but hiring is brutal, ramp time is long, and the reps we do have are spending half their time on things that aren’t selling.
Sound familiar?
Here’s the thing. The answer isn’t more headcount. It’s a different model entirely, and it’s already playing out in software engineering, right in front of us.
What engineering already figured out
A couple of years ago, the typical engineering team had clearly defined lanes. Frontend. Backend. QA. DevOps. Specialists stacked on specialists, each owning a slice of the work.
Then Claude Code happened. And Cursor. And the rest of it.
Today, the best engineering teams aren’t bigger. They’re leaner, with senior people who understand the full stack managing AI agents that execute in the background, autonomously, across all the layers that used to require separate humans.
The role didn’t disappear. It transformed. The engineer became a manager of agents, not a writer of code.
Sales is about to go through the exact same shift.
What the new model looks like
One of our customers asked themselves a simple question during discovery: if you could give a personal assistant to every one of your sales reps, what would they do?
Then they actually did it. They hired human assistants for every rep.
And what did those assistants spend their time on? Deep account research. Not the shallow stuff, but the kind that used to separate the A-players from everyone else: tracking leadership changes, reading investor call transcripts, monitoring what a prospect has been saying publicly, cross-referencing what closed deals had in common.
The problem? Human assistants are expensive, inconsistent, and hard to scale.
What Airspeed’s agents do now is the same job, only better. One agent pulls everything publicly available on a company. Another surfaces your full interaction history with that account, every touchpoint, every piece of content they’ve engaged with. Another scans your closed-won and closed-lost deals for patterns: what resonated when you sold to a similar company at a similar stage, what didn’t, and why. An orchestrator agent pulls it all together into a prep brief your rep can actually use before walking into the meeting.
That’s one agent workflow. There are others: deck generation, deal risk flagging, forecast updates, MEDDIC scoring that actually stays current.
The boring stuff gets automated too, sure. But the bigger shift is that reps now have access to context they never had before, and they’re spending their time where it matters: with customers.
So what does the team actually look like?
Fewer reps. Higher caliber. Every one of them manages a stack of agents instead of drowning in admin.
The profile you’re hiring for changes. You still want someone who can build a relationship, run a room, read a customer, close. Those things don’t go away. What you need less of is someone who’s great at filling in Salesforce or building decks from scratch.
There’s also a new role emerging that didn’t exist two years ago: the GTM architect. Someone who understands your sales process deeply enough to know which agents to build, how to connect them to your systems, and how to keep them updated as your motion evolves. Think less RevOps, more agent operators.
The harder question
What does this mean for the next generation of sales talent?
In engineering, everyone’s figuring out that you need fewer juniors but longer training cycles, because you can’t skip straight to managing agents without first understanding what good looks like. Sales will face the same thing.
It’s not a reason to slow down. It’s a reason to think clearly about what you’re building, and who you’re building it with.
The teams that get this right in the next 18 months won’t just be more efficient. They’ll be operating at a level their competitors simply can’t match with the old model.
The question is whether you’re the team doing it, or the one watching it happen.
Airspeed is the agent-native GTM execution platform built for revenue teams. More on goairspeed.com
