

Democracy should remember what power promises.
LighthouseHive builds topic-specific, expert-validated AI libraries — called Hives — that make government and institutional commitments searchable, comparable, and accountable, across treaties, forums, and decades.
Thousands of statements per year
Official statements and policies are scattered across government websites, repositories and conference proceedings: rarely indexed, never searchable together
No platforms for systematic tracking
Impossible for the public to trace and track what governments said on a particular issue over time
Accountability without memory impossible
Without institutional memory, commitments expire quietly. Governments cycle through promises with no mechanism to surface contradictions or broken pledges
The problem: opacity disguised as information