Our own product, in the wild.
A consumer AI product designed, shipped to the App Store, and operated in-house.
- shipped
- App Storeshipped
- to a read
- <10sto a read
- built and operated
- In-housebuilt and operated
The Challenge
We hold ourselves to the same bar we sell: take a product from idea to strangers' phones. flagg'd is conversation analysis for the moment texts stop adding up — screenshot a conversation, get a green/yellow/red read with behavioral scores in seconds.
The Constraint
Consumer AI is unforgiving — anonymous users, instant judgment, zero onboarding patience. The analysis had to land in under ten seconds with no sign-up, and be right enough to share.
The Approach
Designed, built, shipped, and operated in-house: the analysis pipeline, scoring model presentation, App Store distribution, and the live operations behind it.
The Impact
A shipped, operating consumer AI product — and the reason “Ship” is an offering, not an aspiration. Every client build benefits from lessons we paid for ourselves.