Roshan Kumar

Roshan Kumar

AI Product Manager

I build agentic products
for enterprise workflows.

Iro AI

Property Guide Agent

Property tours that start when the buyer arrives.

Role
Founder & Product Lead
Delivery
Seven days, including testing
Launch
Live open house, 60+ attendees

A voice agent guided guests through a property and answered questions in real time. After launch, the client made an unsolicited referral and posted a LinkedIn recommendation.

The problem

Property viewings depended on an agent being present. When agents were unavailable or late, buyers waited or missed the showing.

Product decisions

Use arrival as the trigger.

A smart-lock webhook initiated a call within 60 seconds of unlocking the door. The tour could begin without a separate scheduling step.

Adapt the trigger to the event.

Added a QR code for open-house guests to start the call themselves. Kept the guided experience while fitting a crowded, social setting.

Keep the conversation specific to the property.

Two voice personas shared the same knowledge base: property details, features, neighborhood and pricing. Guests could ask questions as they moved through the rooms.

Launch

Deployed at a live open house with 60+ attendees, background noise and overlapping conversations. Typical interactions lasted around four minutes and covered six to eight questions.

Client signal: an unprompted referral to another founder, followed by a LinkedIn recommendation within days.

Hear the live experience

Two personas, the same property knowledge. Background noise is from the event.