From Next-Day Callbacks to Four-Minute Response: How an AI-First Approach Transformed Lead Conversion

About the Client

A mid-sized residential real estate agency dealing with residential property worked in different cities, and a lot of inquiries about property were made every day. The agency had two verticals, which are the leasing and the sales vertical, where the sales vertical would make site visits, do negotiations, and close deals on several ongoing projects.

Business Challenges

• Property enquiries arrived throughout the day and into the evening as well, while the sales team worked standard business hours.
• Inquiries made outside working hours had to wait till the next day for a reply, by which time the majority would have talked to other developers.
• The agents had a cold list to start with every day and no clue about the inquirer, their requirements, or seriousness.
• The gap between enquiry and first contact was wide enough that the agency was losing conversions it had already paid to generate .

Solution Delivered

• Deployed an AI voice agent to answer every inbound property enquiry within seconds, regardless of the time of day.
• The agent collected buyer intent — property type, budget range, preferred location, and purchase timeline — from each caller and scored the lead accordingly.
• High-intent leads were flagged for immediate callback; lower-intent leads were queued into the agent’s schedule for the following morning.
• All captured data was written directly into the CRM against the lead record, so agents opened every day with qualified context rather than a cold list to work through .

Results

• 4 minutes average lead response time, down from next-day callbacks.
• 3x increase in leads reached within the first hour of enquiry.
• 38% improvement in site visit conversions from qualified leads.