AI for Property InquiriesWhat AI can prepare for this workflow
The scope is organizing questions received by email or a form and drafting answers from available property information. Each answer retains its reference and unresolved questions for the person preparing the reply.
Recorded rent and amenities can be organized with their sources. Availability, viewing slots, and additional fees need current checks. Phone conversations or booking confirmation require a separately defined integration and approval process.
Information to prepare
Start with one property and historical inquiries. Match property identifiers and update dates before combining records.
| Input | Required information | Check |
|---|---|---|
| Inquiry | Questions, property ID, stated preferences | Keep questions separate from preferences |
| Listing sheet | Rent, service charges, amenities, move-in dates | Version and current validity |
| Property record | ID, availability, verification time | Differences from the listing sheet |
| Reply rules | Approved wording, contacts, responsible person | Conditions requiring a pending answer |
How AI and the responsible person work together
Separate supported answers from questions requiring confirmation, then review the sources before sending.
| Stage | What AI prepares | Human action |
|---|---|---|
| 1. Receive | Organize questions by fees, amenities, and dates | Confirm the property and request |
| 2. Match | Retrieve supporting property information | Check availability and update dates |
| 3. Draft | Place answers beside missing information | Ask the managing company to confirm gaps |
| 4. Reply | Reflect confirmed information in the draft | Approve and send |
Example: Questions about fees and pets
This fictional property A example keeps unlisted conditions visible as pending questions.
| Question | Draft or pending check | Source and status |
|---|---|---|
| Monthly cost | Rent JPY120,000 plus service charge JPY10,000 totals JPY130,000. Other fees remain to be checked. | Listing sheet v2; no additional fees recorded |
| Are pets allowed? | We will confirm permission and conditions with the managing company. | Not stated in either source; pending |
| Can I view it immediately? | Please share your preferred time. We will check the available slots and respond. | The responsible person confirms the schedule; not booked |
| Before sending | Confirm that the property is still available. | Human verification required |
Adapt the worksheet to your workflow
Download the text file with the sample and blank fields, then copy and adapt it.
What the responsible person checks
Verify calculations, units, and monthly versus initial charges. When sources conflict, the responsible person decides which information is valid.
Treat availability or bookings as confirmed only after checking the responsible system or person. Return unstated conditions as questions instead of adding them to the customer's preferences.
Pilot the workflow and include review and correction time
Use a small set of historical inquiries with checked answers. Include search, verification, and correction time in the comparison.
| Measure | Record |
|---|---|
| Factual agreement | Compare fees, amenities, and availability with originals |
| Handoff | Whether unknowns stayed pending and had a clear contact |
| Preparation time | Total retrieval, review, and correction time |
| Later corrections | Replies needing correction or additional checks |
Is a property-management integration required?
A pilot can start with verified information in CSV or documents. Before using frequently changing availability, define the integration, update frequency, and handling of unavailable data.
Can replies be sent automatically?
Start with human review and sending. Evaluate current-data access and escalation conditions before deciding which replies could be sent automatically.
Public sources informing the design
Mitsui Fudosan Realty's January 2026 announcement describes an AI chat service that reads property-detail information. This example applies the idea of matching questions to property facts to a reply draft with human review. Source checked October 12, 2026.
Discuss property inquiry reply preparation
Tell us the inquiry types, property system, and current review process. We can examine sources, draft preparation, review screens, and pilot evaluation.
Discuss property inquiry reply preparation
Share the inquiry workflow you want to improve and the records or systems you use.