AI and automation for brokerages and property managers

Lead response. Export 90 days of leads from your CRM and measure the time from a lead arriving to the first human reply, by source and by hour of day. Evenings and weekends are usually the gap, because that is when agents are showing homes or off duty.

A sales and CRM automation build closes that gap. The system replies within minutes, asks 3 or 4 qualifying questions, writes the answers to the lead record and routes it by area, price band or round robin. The inbound lead qualification agent blueprint shows the flow, including when a lead goes straight to a person.

After a showing or a buyer consultation, the sales call follow-up blueprint turns the agent's voice note into a CRM update and a draft follow-up email for the agent to send.

To put a number on faster replies, route a share of leads to the old process for a few weeks and compare booked showings between the two groups. Our guide to measuring AI automation ROI explains that holdout test.

There is a case for doing less. A small team with modest lead volume can get most of this from the action plans built into Follow Up Boss or a well-set sequence in HubSpot. We will set those up and stop there if that is the better buy. The build costs $5,000 to $25,000; a CRM migration starts at $8,000, and is often the real first project when lead data is split across 2 systems.

Property managers carry repetitive, high-volume work that agents do not: maintenance requests, lease renewals, owner statements and tenant questions about the same 20 topics.

Maintenance triage is the place to start. Requests arrive by portal, email, text and phone, often with a photo and a vague description. A model reads the request, sorts it by trade and urgency, and drafts a work order in AppFolio or Buildium. A coordinator approves it before any vendor is dispatched (a human-in-the-loop step), because urgency calls (a gas smell, no heat in winter, water through a ceiling) follow your written rules first and the model second.

Lease abstraction comes next. Intelligent document processing reads signed leases into structured fields with a link to the source page, so renewals and rent reviews run from data you trust. Builds cost $12,000 to $40,000, with document software per-page fees billed separately.

Owner reporting is often pure automation. The weekly ops report blueprint pulls occupancy, arrears and open work orders into a short summary for each owner, with no model needed for the numbers.

If your portfolio is under a few hundred units, a well-configured property management system usually beats a custom build. We will say so in the first conversation.

This plan fits a brokerage of 15 to 80 agents starting with lead response and showing scheduling.

If approved replies are not good enough to send without heavy editing by week 4, we stop, and you keep the findings.

A voice agent for sign calls makes a sensible second project, priced from $6,000 with per-minute usage passed through at cost. An automation care plan from $1,500 a month keeps the integrations working when a portal changes its lead email format.

Two sets of rules shape every real estate build, and we design for both from week 1.

Fair housing law in the US covers advertising and the statements made to buyers and renters. HUD's rules on discriminatory advertisements (opens in a new tab) are a useful reference for what that covers. AI-drafted listings and replies can drift into wording about who a home suits, which is exactly the risk. So every draft is screened against a word list your broker approves, and a licensed agent edits and approves before anything publishes. The system keeps both the generated draft and the approved version, so your broker can see what changed and who signed off.

Automated texts and calls need consent. The FCC has confirmed that the TCPA applies (opens in a new tab) to AI-generated voices, so a voice agent placing outbound calls follows the same consent rules as any prerecorded call. Our builds record consent, honor opt-outs across every channel and keep the log in your account.

Neither of these is legal advice. State and local rules add requirements, and your broker of record or counsel decides what applies to you. We build the controls they ask for and document them so they can be checked.