AI Automation for MLS

7 workflow automations purpose-built on top of MLS — no data leaves your system, no parallel tool for your team to learn.

Roles using MLS

Luxury Real Estate Agent
Luxury Real Estate Agent · Operations & Workflow

Property Inspection Report

AI ingests inspection photos and notes, generates the owner report, dispatches work orders through MLS, and tracks completion — inspections create action, not paperwork. Purpose-built for teams running MLS — uses the native API or agent integration so nothing leaves the system of record.

Luxury Real Estate Agent · Communication & Outreach

Syndication Investor Updates

AI pulls property-level metrics, drafts the investor letter, generates per-investor distribution statements, and publishes to the portal — LPs stay engaged, capital raises easier. Purpose-built for teams running MLS — uses the native API or agent integration so nothing leaves the system of record.

Luxury Real Estate Agent · Reporting & Analytics

Submarket Market Report

AI pulls submarket data from MLS and Compass, drafts the narrative, builds the charts, and publishes — quarterly cadence becomes monthly without extra headcount. Purpose-built for teams running MLS — uses the native API or agent integration so nothing leaves the system of record.

Luxury Real Estate Agent · Communication & Outreach

New Listing Launch Package

AI generates the listing from the intake, publishes across MLS and portals, drafts the launch email, and tracks click-through — listings go live same-day, not same-week. Purpose-built for teams running MLS — uses the native API or agent integration so nothing leaves the system of record.

Luxury Real Estate Agent · Operations & Workflow

Unit Turnover Workflow

AI orchestrates turnover steps in MLS, dispatches vendors, tracks completion, and triggers re-listing the day a unit is ready — days vacant drop materially. Purpose-built for teams running MLS — uses the native API or agent integration so nothing leaves the system of record.

Luxury Real Estate Agent · Finance & Accounting

CAM Reconciliation

AI builds the reconciliation from MLS, produces per-tenant statements with backup, and drafts responses to tenant challenges — CAM season goes from quarter-long to weeks. Purpose-built for teams running MLS — uses the native API or agent integration so nothing leaves the system of record.

Luxury Real Estate Agent · Operations & Workflow

LOI & Term Sheet Drafting

AI drafts each round against the firm's playbook in MLS, summarizes what changed vs. the prior round, and flags non-standard terms — turnaround per round drops to hours. Purpose-built for teams running MLS — uses the native API or agent integration so nothing leaves the system of record.

Don't see the workflow you need on MLS?

We build custom AI workflows on top of MLS for any repetitive process. Tell us what you'd automate.