DavidRegan
I lead AI and CRM product at Rocket in Detroit. On nights and weekends I build my own AI teammates, a trading system, and an app that feeds babies and parents from the same groceries.
By day.
I lead the roadmap for Rocket's CRM, customer data, and AI, and I coach a team of four product managers. I've spoken on the Dreamforce stage twice.
Before that, buildings.
I started in private equity at Jamestown, building the fund model behind $3.3B of acquisitions. Then Bedrock in Detroit, where I led a team of three analysts and refinanced $883M of the portfolio.
I still treat every product like an investment.
How the bots work.
- Scout
- Product Manager
- Planner
- Architect
- Builder
- Reviewer Pass needed
- Orchestrator
- Communicator
- David A buy needs a person
The bots plan, build, and review the code. Nothing merges until the Reviewer passes that exact version, and no bot can approve a buy or move money. That part is still me.
What I tore down.
My first AI harness, Corporate OS, grew to about 80,000 lines of Python, hooks, and instructions. The models got better, and I was spending more time maintaining it than building anything with it.
I rebuilt it down to what really matters. Tests and proof that the work does what it should are still mandatory, and each role still owns its part.
Get in touch.
Happy to talk about AI in sales, CRM, lending, or real estate.