Why Most Voice AI Demos Fail in Production Production Voice AI — Part 1 By Rahul Wale —...
Why Most Voice AI Demos Fail in Production
Production Voice AI — Part 1
By Rahul Wale — AI Engineer working on production Voice AI systems and real-time AI phone agents.
The demo was perfect.
The AI answered in a warm, natural voice. It understood every question. The founder on the call said "wow" twice. Everyone was excited to ship.
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
Real-time voice AI demos are easy to make look impressive. Production voice systems are a different...
A concrete QA/eval checklist for teams shipping voice AI agents into support, healthcare, fintech, hospitality, and field-service…
Author(s): Vinamra Yadav Originally published on Towards AI. The demo worked perfectly. You ran it twenty times. You showed it to…
Demos lie. An AI agent that books a meeting, queries an API, and summarizes the result in a slick...
