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🎙️ In this episode of The Voice Loop, Hamming AI founder and CEO Sumanyu Sharma sits down with Lily Clifford, founder and CEO of Rime Labs, to discuss the intricacies of enterprise Voice AI deployment, from pre-production testing to the role of public benchmarks in evaluating model and vendor performance. Hamming AI is an observability and QA platform for Voice AI. Learn more at https://www.hamming.ai! Rime builds Voice AI models for customer experience on-prem or in the cloud. Learn more at https://rime.ai! The Voice Loop is a podcast featuring leading founders and researchers exploring the technology, challenges, and breakthroughs shaping the future of conversational AI. Timestamps: 00:00 Intro 00:41 What Voice AI Use Cases Are People Building? 02:05 Enterprise vs. Consumer Voice Applications 03:45 How Do You Measure Success for a Voice Agent? 08:23 The Demoware Problem: Easy Demos, Hard Production 09:54 Deployment Patterns That Actually Work 11:02 Why Tool Calling Is Still the Biggest Weakness 11:57 Speech-to-Speech: Promise vs. Reality 16:30 Context Management and Controllability Challenges 18:14 ASR as a Bottleneck (and Why Rime Isn't Solving It) 21:55 Rime's Roadmap: Being Different, Not Just Better 27:15 What's Most Exciting About the Next Year 29:21 The Turn-Based Problem: Why Bots Don't Feel Real Yet Follow on LinkedIn: / hamming-ai / sumanyusharma / lilyjclifford / rime-ai Follow on X: https://x.com/HammingAI https://x.com/sumanyu https://x.com/lilyjclifford https://x.com/rimelabs