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How We Built $1.6M in Pipeline Revenue Using AI Voice Agents

3 min readApr 28, 2025

(Full playbook inside)

Photo by Microsoft 365 on Unsplash

It’s easy to get excited about AI voice technology.
It’s much harder to make it work in the real world.

When we first started experimenting with AI voice agents at OutreachGenius, we ran into the same problem many others face:

The agents sounded… robotic.
Awkward.
Unnatural.
And our prospects felt it immediately.

Calls were getting cut short.
Leads dropped off.
Conversations felt forced and inauthentic.

And for a while, we honestly questioned whether human-sounding AI was even possible.

The Hard Lesson: Sounding Human Is Harder Than It Looks

Over the next few months, we didn’t just tweak scripts.
We tore the entire system apart — and rebuilt it from scratch.

We spent over 300 hours deep inside:

  • Conversation frameworks
  • Tonal mapping
  • Natural hesitation behaviors
  • Failure handling structures

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David Owasi
David Owasi

Written by David Owasi

I imagine and create | AI and lead generation nerd

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