How to Train an AI Voice Agent on Your Business: Prompts, RAG, and Fine-Tuning
A practical guide to training an AI voice agent on your specific business — system prompts, RAG over knowledge bases, and when to fine-tune.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
A practical guide to training an AI voice agent on your specific business — system prompts, RAG over knowledge bases, and when to fine-tune.
Complete setup guide for connecting Twilio to an AI voice agent — SIP trunking, webhooks, streaming, and production hardening.
A complete observability stack for AI voice agents — distributed tracing across STT/LLM/TTS, metrics, logs, and SLO dashboards.
A technical breakdown of voice AI latency budgets — STT, LLM, TTS, network — and how to hit sub-second end-to-end response times.
OpenAI's Realtime API enables sub-1-second voice conversations that transform hotel operations. Here's how CallSphere uses it for hotel workflows.
Hume EVI 3 beats GPT-4o on empathy and naturalness in blind tests, at sub-300ms latency. When an emotion-aware voice agent is worth it, and when it is not.
Meta's January and April 2026 pricing changes, the new AI Provider policy, and what they mean for an SMB AI receptionist on WhatsApp.
Simulcast and SVC are usually a video story — but in 2026 they matter for voice-only AI agents that publish video avatars or screen-share alongside speech.
ElevenAgents charges per minute. OpenAI charges per token. The real cost compare flips depending on prompt size and call length. Here is the math on identical 5-minute calls.
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