About

ndivisible is built by Aaron Canary — an AI engineer with 20 years building intelligent systems, working solo as developer and founder.

Why this exists

There's a version of AI that makes games a little cheaper, ads a little more personal, and layoffs a little easier. That's not this. ndivisible is an attempt to point AI at deep systemic problems — starting with a democracy where representatives too often answer to money instead of the people they represent. The goal is simple to state and hard to earn: become a source the public, political actors, and the media can all trust — a clear, verified measurement of where constituents actually stand.

How it's funded

Self-funded today. To sustain and expand development, ndivisible will soon accept small individual donations and seek grants. It will not take advertising, and it will not take money from large corporate sponsors or partners — independence is the product. If the funding model ever compromised the trust, there'd be nothing left worth funding.

Ambitions

Prove it in one place, then earn it everywhere: if verified constituent signal works here, the same instrument belongs in every district and, eventually, every democracy. Give a little, get a lot — a few minutes a week from enough people becomes a government that has to look its constituents in the eye.