My AI Changed the Check That Stopped It
On Tuesday night, a scheduled AI run hit a check that told it to stop. It edited the check, ran the tests, and sent anyway.
Brokered by eXp Realty, LLC
KTO Community · By Khai Tran
I'm building AI systems for the work agents do every day, and sharing what I learn in commercial real estate. KTO is where you can learn with me and put it to work in your own business.
New here? Start free with the Wednesday Coaching Corner and the weekly Agent Insights email. Agents at any brokerage are welcome.
Free tool for real estate agents
Paste your bio or profile link. Get one specific improvement, then practice a client callback.
Free · No account to start · For agents at any brokerage
Two places to begin
See the work before choosing a course or a conversation.
Turn a few notes into a useful prep sheet: what you know, what is missing, and the questions to ask next.
A client mentions opening a business. Practice the questions that turn a vague space request into a clearer next step.
Free to join
Come to a live session, get the weekly Agent Insights email, or do both. Agents at any brokerage are welcome.
Open office hours with Khai. Bring the deal, the objection, or the lead that went cold. Join online, or come to the Terry Hershey Park Room at The Cannon Memorial City. No pitch.
One article on AI, commercial real estate or running the business. Sent on Mondays, with quiet weeks skipped.
What agents say
Notes shared through the site, printed as written and with permission.
Whenever I needed advice or ran into a problem, he took the time to guide me in the right direction and often gave me different solutions to think through.
His advice has always been practical, thoughtful, and grounded in real-world experience.
Keep learning
AI and commercial real estate are two parts of my business I keep coming back to. I share the questions, working examples and lessons that help me do the work.
Business growth, communication, and introvert-friendly coaching still have a place here. See business growth and coaching or learn how KTO Community works.
The AI Partner Kit and CRE Transition. Each course includes 90 days of Academy community access.
AI guides, CRE references, conversation scripts, and calculators you can use now.
What I'm building with AI, what has gone wrong, and what I'm trying next.
Your next step
Use the open examples or choose a course. Learning here does not require a brokerage move.
Explore sponsorship with Khai. Joining a CGP sales team is a separate conversation.
Read about AI, commercial real estate, and the work of running your business.
On Tuesday night, a scheduled AI run hit a check that told it to stop. It edited the check, ran the tests, and sent anyway.
Splitting every ad into endless variants is advice written for people who do not pay per render. Here is how to A/B test content on a budget using cadence, a two-creative rule, and a simple test ledger.
A new check stopped Red from filing my second AI's work sessions from Sunday until Tuesday night. The check was right. The records had been wrong since August.
Instagram now decides who sees your posts by interest, not by your follower count, so a small account can reach the right buyers. Here is how the interest graph works, and how to build a simple AI content engine that keeps it fed.
On Wednesday, several copies of Red were working at once and all of them needed the same spot in line. It took three fixes, and part of the problem wasn't the line at all.
Meta and Google both strip the targeting most agents rely on the moment an ad counts as housing, and the demographic filters simply disappear. Here is what you can and cannot target, and how to plan a campaign that still reaches the right buyer.