Tech Series - Building Reliable Voice Agents: From Demos to Production With Nikkitha Shanker of SuperBryn
In this episode, Ashwin Rajeeva sits down with Nikkitha Shanker, CEO of SuperBryn, to dig into what it actually takes to move voice agents from flashy demos to dependable production systems.
They unpack why voice AI is fundamentally an orchestration problem, not a model problem, covering the real-time streaming architecture connecting telephony, ASR, LLM, and TTS, and why every millisecond in that pipeline matters. The conversation explores hard engineering problems like turn detection and barge-in, why time-to-first-audio (not raw inference speed) is the latency metric that defines user experience, and how geography and connection management quietly make or break a deployment.
At the center of it all is SuperBryn's Ring System: a structured framework for classifying voice agent failures, conversational, task, policy, experience, and recovery, so teams can move from "the agent felt off" to "Ring 3 failed during interruption handling, here's who owns it."
Ultimately, this is a conversation about trust: how reliability frameworks, continuous evaluation, and audio-native testing are what will separate voice agents that wow in a demo from those that survive the messy, unpredictable thousandth call, and become real infrastructure.
They unpack why voice AI is fundamentally an orchestration problem, not a model problem, covering the real-time streaming architecture connecting telephony, ASR, LLM, and TTS, and why every millisecond in that pipeline matters. The conversation explores hard engineering problems like turn detection and barge-in, why time-to-first-audio (not raw inference speed) is the latency metric that defines user experience, and how geography and connection management quietly make or break a deployment.
At the center of it all is SuperBryn's Ring System: a structured framework for classifying voice agent failures, conversational, task, policy, experience, and recovery, so teams can move from "the agent felt off" to "Ring 3 failed during interruption handling, here's who owns it."
Ultimately, this is a conversation about trust: how reliability frameworks, continuous evaluation, and audio-native testing are what will separate voice agents that wow in a demo from those that survive the messy, unpredictable thousandth call, and become real infrastructure.
