Civility Bureau was founded to address a structural gap in the digital ecosystem: the lack of independent, privacy‑preserving oversight of systemic risks across online platforms. After years of working with platforms, regulators, and safety teams, our founder saw that both sides needed a neutral infrastructure for verifiable, cross‑platform harm attestations, without exposing user data or proprietary systems. Civility Bureau was created to provide that missing layer of governance.