Skip to main contentBabuger
Back to Blog
Case Study
8 min read

From 10 SDRs to 1 Human + 20 AI Agents: The New Sales Playbook

How one company transformed their go-to-market team from 10 full-time humans to 1.2 humans and 20 AI agents—while maintaining the same revenue.

By Babuger Team
Share:

The Transformation That Changed Everything

"We used to have about 10 people full-time. Now we have 1.2 humans and 20 agents. The business is doing very similarly to what it was."

This quote captures one of the most significant shifts happening in B2B sales right now. A company running an eight-figure business made a dramatic decision after two sales team members quit at their annual event: they were done hiring humans in sales.

The Numbers Don't Lie

Here's what the transformation looked like:

  • Before: 10 full-time go-to-market people
  • After: 1.2 humans + 20 AI agents
  • Revenue: Approximately the same
  • The 10 desks that used to be occupied by go-to-market people are now labeled with agent names: Reply, Quali, Arty. It's the quietest office you'll ever see.

    Why Make The Switch?

    The decision wasn't about cutting costs alone. It was about eliminating the exhausting cycle of hiring, training, and turnover.

    "I'm not going to hire someone that after their third month in the job doesn't know what we do. I just can't do that one more time."

    The average SDR costs $150k all-in when you factor in:

  • Base salary
  • Commission
  • Benefits
  • Months of training
  • Management overhead
  • The inevitable turnover
  • What AI Agents Do Differently

    AI agents work differently than human SDRs in several key ways:

    1. Always-On Availability

    Agents work all night. They work weekends. They work on Christmas. There's no burnout, no sick days, no vacation coverage needed.

    2. Instant Responsiveness

    When a prospect shows interest at 11 PM on a Saturday, the AI agent responds immediately. No waiting until Monday morning.

    3. Perfect Memory

    Every interaction, every piece of content, every product detail is instantly accessible. No more "I'll get back to you on that."

    4. Scalable Personalization

    AI can personalize thousands of outreach emails, AB test furiously, and optimize in real-time—something impossible for human teams.

    The 70% Response Rate on "Dead" Leads

    One of the most surprising results? When AI agents were pointed at leads that humans had written off as "not worth their time," they achieved a 70% response rate.

    These were people who were dying to interact with the company. Human reps just weren't willing to put in the work to reach them.

    How To Replicate This

    The transformation didn't happen overnight. Here's the playbook:

    Step 1: Train on Your Best Rep

    Take your best salesperson's scripts and train the agent on them. The agent becomes a version of your best salesperson—not your mediocre ones.

    Step 2: Point Them at Your Pipeline

    Import leads, connect your CRM, or let agents work the leads your reps ignore. AI handles qualification, outreach, and follow-up at infinite scale.

    Step 3: Iterate Daily

    Someone needs to spend 10-15 hours per week reviewing outputs, correcting mistakes, and improving the agents. This "Chief AI Officer" role is critical.

    The Future Is Already Here

    If you're still skeptical, consider this: the classic email-based SDR—the junior hire sending emails and responding to inbound leads—will be 90% displaced by AI within the next year.

    The people we previously called BDRs, folks who qualify leads coming in through "Contact Me" forms? There's no need for them today with AI.

    What This Means For Your Team

    This isn't about eliminating humans from sales. It's about redefining what humans do in sales.

    The future is $250K SDRs managing 20 agents—not 20 people. The humans who embrace these tools, who become masters of orchestrating AI, will be hyper-employable and well-compensated.

    The ones who resist? They're at risk.


    Ready to deploy your first AI SDR? Get started with Babuger and see how AI agents can transform your go-to-market team.