Three lenses on every interface — one signal, refracted into purpose.
Audit what's built. Protect what's used. Recover what's owed. A precision suite for the AI economy.
AI UX audits on any interface screenshot. Spot dark patterns, friction, and intent gaps in seconds.
A browser extension that defends you from dark patterns in real time, on every site you visit.
Recover what you're owed when systems fail you — refunds, cancellations, the invisible debts platforms ignore.
An AI copilot for nonprofit fundraising — discover grants, write proposals, report impact in less time.
Every screen asks: does this make the person feel bigger or smaller?
The caseworker at 5:47pm. The flip-phone. The 30-tab desktop. If it works there, it works everywhere.
No dark patterns. No engagement loops. Help people think; don't hijack their attention.
Tokens, watts, dollars. Show the price next to the benefit. Let users judge.
The marginal user is the design constraint. Build for them first; the rest comes free.