Journey — GenAI Voicebot (Part 4)

📰 Medium · LLM

Learn how to move a GenAI voicebot from prototype to production, considering scalability, cost, and reliability trade-offs.

intermediate Published 13 Apr 2026
Action Steps
  1. Assess the scalability of cloud-managed services for STT, LLM, and TTS
  2. Evaluate the cost trade-offs of per-minute pricing for STT and TTS
  3. Consider the limitations of managed services, including latency behavior and model internals
  4. Develop a strategy for mitigating vendor dependency
  5. Optimize the voicebot for reliability and performance in real-world scenarios
Who Needs to Know This

Developers and product managers working on AI-powered voicebots can benefit from this article, as it highlights key considerations for production-grade deployments.

Key Insight

💡 Production-grade voicebots require careful consideration of scalability, cost, and reliability trade-offs, beyond just prototype development.

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Moving a GenAI voicebot from prototype to production? Consider scalability, cost, and reliability trade-offs! #GenAI #Voicebot #ProductionReady
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