01
Qualified enquiries captured with required fields.
Early-access calling workflows for real estate
Capture and qualify property enquiries while agents are on site.
A candidate workflow for capturing buyer or tenant intent, budget, location, timeline, and preferred visit window using approved listing information.
The challenge
Built to resolve friction in daily call workflows.
Property enquiries often arrive while agents are driving, showing a property, or meeting another client.
Munsshi can collect consistent qualification details and preserve the call summary locally so the agent can prioritize follow-up.
Common pain points
- High-intent enquiries may wait for a callback.
- Qualification details vary between calls.
- Follow-up tasks lose context.
30-day success measures
What we measure instead of promising results.
02
Follow-up tasks completed on time.
03
Listing answers match approved information.
Simulated call dialogue
An illustration, not a real customer call.
The owner configures the approved knowledge, rules, and handover conditions. Actual wording and results will vary.
Caller
I am calling about the three-bedroom listing in Sector 57.
Munsshi (AI)
I am Munsshi, an AI calling assistant for the agent. Are you looking to buy or rent, and what budget range are you considering?
Caller
I want to rent and can visit this weekend.
Munsshi (AI)
I have recorded your intent and preferred visit window for the agent to follow up.
Step-by-step workflow
How the call flow works end-to-end.
01
Identify intent
Captures buy, rent, sell, or general property interest.
02
Qualify consistently
Records budget, location, timeline, and preferred visit window.
03
Create the follow-up
Saves the summary and next task locally for the agent.
Human control & guardrails
Where the workflow continues and where a person takes over.
Lead qualification
- Configured handling
- Capture approved qualification fields
- Human handover
- Negotiation or financial advice
Listing questions
- Configured handling
- Answer from approved listing data
- Human handover
- Missing, changing, or disputed details
Visit enquiry
- Configured handling
- Capture preferred time windows
- Human handover
- Final scheduling confirmation
Honest data flow
Cloud speech processing. Local retained records.
Call audio is transmitted to a cloud service for processing. The reasoning context contains the query without personal data. Audio, transcripts, summaries, customer history, lead status, tasks, and booking details retained after the call are stored locally on the Android device until the business manually deletes them.
The owner can take over a live call. If cloud processing is unavailable, the phone rings so the owner can answer.
Frequently asked questions
Questions specific to Real estate agents.
Can Munsshi negotiate a property price?
No. Negotiation and contractual questions are handed to the agent.
Where is the lead history stored?
Retained summaries, lead status, and follow-up tasks are stored locally on the Android device until manually deleted.
Have a repetitive call workflow in your business?
Apply for limited early access and validate it with us over 30 days.
Apply for limited early access