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Intelligent Systems

AI Voice Agent for Real Estate

A voice agent that automates customer conversations, qualifies leads, and answers property questions 24/7 for a real estate business.

Intelligent AutomationAI VoiceLead QualificationPrompt Engineering
ai-voice-agent.local
AI Voice Agent
Live Interaction

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Agent Ready

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The Challenge

Client Problem

A real estate business was losing potential clients because calls came in around the clock, but staff could only respond during working hours. Routine questions about availability, pricing, and locations consumed time that the team needed for closing deals.

Prompt Engineering

Controlling the LLM

The agent’s reliability comes from structure: a clear role, explicit goals, a step-by-step qualification framework, and guardrails for what it should and shouldn’t say. This keeps conversations natural while staying predictable and safe.

Workflow

Conversation Flow

  • Greeting and intent detection — understand why the caller is reaching out.
  • Qualification — capture budget, location, timeline, and bedroom requirements.
  • Property guidance — match needs to available listings and answer questions.
  • Scheduling — collect contact details and route to a human agent for viewing.
  • Graceful handoff — summarize the conversation and confirm next steps.
Business Value

Measurable Outcomes & Cost Savings

Enabled 24/7 availability without additional staffing costs. Faster response times capture leads before competitors. Consistent qualification improves the quality of handed-off leads, resulting in an estimated 35% reduction in operational overhead for support.

Stack

Technologies Used

PythonFastAPILLM Prompt EngineeringSpeech-to-TextText-to-SpeechConversation StateWebhooksAutomation
Screenshots

System in action

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