> Markdown version of [/videos/100452-from-voice-demo-to-enterprise-production?t=347](https://www.wearedevelopers.com/videos/100452-from-voice-demo-to-enterprise-production?t=347). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

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# From Voice Demo to Enterprise Production

Raw speed won't fix awkward voice AI pauses. Learn how WebRTC and a fast-brain architecture can transform your fragile weekend demo into an enterprise-ready production pipeline.

- **Speakers:** [Anahita Havewala](https://www.wearedevelopers.com/@anahita-havewala), [Anuj Gupta](https://www.wearedevelopers.com/@anuj-gupta)
- **Event:** World Congress 2026 North America
- **Published:** September 24, 2026
- **Duration:** 31:14
- **URL:** https://www.wearedevelopers.com/videos/100452-from-voice-demo-to-enterprise-production

## Access

Playback and chapters for this video are available with a Free account.

## Related Moments

- [Overcoming scale and audio articulation challenges in production](https://www.wearedevelopers.com/videos/100582-finding-the-edges-testing-evaluating-and-monitoring-voice-ai-agents-before-your-users-do) (from "Finding the Edges: Testing, Evaluating, and Monitoring Voice AI Agents Before Your Users Do")
- [Addressing latency and architecture in voice agents](https://www.wearedevelopers.com/videos/1729-wearedevelopers-live-real-time-phone-agents-unsafe-vpns-more) (from "WeAreDevelopers LIVE – Real-Time Phone Agents, Unsafe VPNs & More")
- [Challenges of managing voice architecture and latency](https://www.wearedevelopers.com/videos/1736-minimal-infrastructure-for-real-time-phone-agents-transcripts-in-responses-out) (from "Minimal infrastructure for Real‑Time Phone Agents: transcripts in, responses out")
- [Understanding the complexities of building voice AI agents](https://www.wearedevelopers.com/videos/100582-finding-the-edges-testing-evaluating-and-monitoring-voice-ai-agents-before-your-users-do) (from "Finding the Edges: Testing, Evaluating, and Monitoring Voice AI Agents Before Your Users Do")
- [The production readiness of current web voice interfaces](https://www.wearedevelopers.com/videos/1142-is-the-web-ready-for-voice-user-interfaces) (from "Is the web ready for voice user interfaces?")
- [Architecting a web real-time communication stack for agents](https://www.wearedevelopers.com/videos/1641-hello-jarvis-building-voice-interfaces-for-your-llms) (from "Hello JARVIS - Building Voice Interfaces for Your LLMS")

## Related Articles

- [From Prototype to Production: Build AI Agents with This Free 4-Course Learning Path](https://www.wearedevelopers.com/magazine/655-from-prototype-to-production-build-ai-agents-with-this-free-4-course-learning-path)
- [Why Your AI Tool Fails After the Demo](https://www.wearedevelopers.com/magazine/704-why-your-ai-tool-fails-after-the-demo)
- [Never delegate the understanding](https://www.wearedevelopers.com/magazine/749-never-delegate-the-understanding)
- [Clone Your Voice with ElevenLabs LLMs and Node](https://www.wearedevelopers.com/magazine/739-clone-your-voice-with-elevenlabs-llms-and-node)

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