LOI & Term Sheet Drafting for Luxury Real Estate Agents with MLS
The Problem
Luxury Residential LOIs go back and forth 6 times before terms lock — the broker redlines each round by hand and the deal slows while counterparties stay quiet.
What We Build in MLS
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.
MLS Integration Approach
Audit your MLS configuration
We map the specific MLS objects, custom fields, and workflows the automation needs to touch for your luxury residential practice.
Build on the MLS API or agent
Integration happens inside MLS — no data leaves the system, no parallel tool for your team to learn, no license changes.
Human-in-the-loop handoff
Every automation routes exceptions back to a human in MLS with enough context to act — AI handles the 80%, your team owns the judgment calls.
See this running in your MLS instance
30-minute call. We'll look at your actual MLS setup and show exactly how this workflow fits.