I help commercial real estate brokers use AI to improve follow-up, organize deal information, and prepare documents. My work starts with the client decision and the steps needed to move it forward.

Start with what the client said.

An owner asks you to come back in October. That reply should become a clear next action. Here's a small example of the kind of work I'm trying to improve.

From reply to follow-up.

The owner gave you a date.

Owner’s message

“We might consider selling next year. Send me a note in October.”

No asking price. No current instruction to sell.

Keep these words with the property record.

Workflow walkthrough · Example scenario

My AI tools

AI & tools

Bring one process that keeps slowing you down.

We'll work backward from the result, find the missing information and handoffs, and decide what to change. Start with a paid working session. If the work calls for a build, we can scope that next.

See how we can work together

From my notes

All writing