What they asked for. What we recommended instead.
Original brief
Sam saw a gap in the real estate brokerage market and needed a platform to back it. We built the full platform on Bubble in under 3 weeks using a design-first methodology, then connected Claude to Bubble's database and a dedicated Slack channel so the platform could send daily agent updates and flag tasks automatically, without it being on the original brief.
Our recommendation
The original brief was a listing and transaction management tool. We built that, then connected Claude to Bubble's database and set up a dedicated Slack channel, not because it was on the brief, but because it was the obvious next layer. Claude reading live platform data and sending daily agent updates costs nothing extra to build once the platform is there. We introduced the AI layer because it was the right next step, not because the client asked for it.





