Tuesday, February 10, 2026

Creating Custom AI Voice Agents from the Ground Up

Unlocking the Power of Voice Agents: Key Insights from Building My Own Prototype

After six months of hands-on work with a major consumer packaged goods company, I’ve uncovered vital lessons about creating effective voice agents. My journey highlights the complexities of voice orchestration versus simple chat interfaces.

Key Takeaways:

  • Complexity Over Simplicity: Voice agents require real-time orchestration, unlike text-based interactions.
  • Turn-Taking Logic: Understanding whether users are speaking or listening is essential for a natural flow.
  • Iterative Development: Starting simple with Voice Activity Detection (VAD) models lays a solid foundation for more complex systems.
  • Latency Matters: The race for responsiveness directly impacts user experience—which I improved from 1.7s to 790ms by optimizing architecture and service placement.

This experience demonstrates the intricate engineering behind voice communication and emphasizes the importance of placement in real-time applications.

Ready to dive into the voice tech revolution? Let’s connect and explore how we can transform your AI ideas into reality! 🚀

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