Streamlining Lead Response with AI Voice Agents in Real Estate

About the Client

Harbor & Oak is a high-end real estate firm based in Los Angeles, California. Specializing in luxury residential and commercial properties, the agency handles over 800 active listings and fields hundreds of inquiries each week. Despite a strong reputation, their response times and follow-ups weren’t keeping pace with incoming demand.

The Challenge

Most leads came in via phone calls or web forms, and over 60% of inquiries were being followed up too late, or not at all. Harbor & Oak had a small inside sales team who were overwhelmed and couldn’t manually track every lead across listings, agents, and timelines.

• Slow response times to new inquiries

• Missed opportunities due to untracked leads

• Inconsistent lead qualification

• Sales team burned out handling repetitive calls and voicemails

The Solution

Machine introduced a dual-layered solution combining AI voice agents and workflow automation to handle inbound leads 24/7. Key capabilities:

• Custom-trained AI voice agent to answer inbound calls, qualify leads, and route them to the right agent

• Automated callback scheduling and SMS follow-ups

• CRM integration to log and track every conversation

• Real-time lead scoring based on budget, timeline, and interest level

• Notifications to agents for high-priority leads within 60 seconds of contact

The AI voice agent handled 70% of first-contact conversations, freeing up the sales team for serious, ready-to-move buyers. Every qualified lead was instantly logged and routed with zero manual effort.

Key Results

• 83% of leads responded to within 5 minutes

• 37% increase in qualified leads passed to agents

• 70% reduction in repetitive call handling

• Improved agent productivity and morale

• Closed deals increased by 28% over a 3-month period

Why It Worked

In real estate, timing is everything. By combining real-time voice interaction with back-end automation, Machine ensured that no lead was ever left hanging. Harbor & Oak’s team could focus on closing deals instead of chasing calls.