Context

This self-initiated concept explores how a service operation could use Voice AI and Twilio-powered telephony for structured intake without turning every conversation into an open-ended chatbot.

The challenge

Routine calls often combine predictable questions with moments that require judgment. A useful system needs to collect the right details, work within strict boundaries, and transfer both the caller and the context when those boundaries are reached.

The product direction

The concept uses a guided conversational layer, a small set of approved actions, and confidence-based escalation. A concise handoff summary gives a human operator the relevant context without asking the caller to repeat the conversation.

System outline

• Conversation states and explicit fallback paths
• Speech-to-text and text-to-speech orchestration
• Approved knowledge retrieval with source boundaries
• Structured handoff summary and queue integration