Rewiring Institutional Accountability
ClearVoice unifies anonymized, verifiable experience signals across work, housing, education, and public systems— elevating pattern recognition while protecting contributors.
Why it matters
- Fragmented truth: Experience data lives in silos—job boards, housing forums, student reviews, internal whistleblower channels.
- Retaliation risk: Silence maintains power asymmetry when exposure can jeopardize livelihood or housing.
- Opaque systems: Entities curate narratives; structural issues remain hidden without aggregated pattern surfacing.
What ClearVoice Introduces
Layered Verification
Hash-linked attestations, optional corroborators, pattern-weighted trust scoring.
Anonymity Safeguards
Client-side redaction helpers, time-shifted publishing, metadata scrubbing.
Cross-Domain Insight
Unified semantic taxonomy bridging labor, housing, education, governance.
Integrity Metrics
Composite scores with auditable derivation & anomaly sensitivity.
Long-Term Vision
A civic infrastructure layer where negative signals trigger proactive remediation and positive cultural practices propagate faster than exploitation tactics.
What We Are Not
Not a gossip forum, doxxing tool, or substitute for lawful process— we surface pattern density, not unchecked allegation spread.
Roadmap Snapshot (Alpha)
- Entity claiming & transparency pages
- Cryptographic submission receipts
- Pattern clustering & anomaly detection
- Third-party auditor integrations
- Opt-in whistleblower shield partnerships
Help Shape the Standard
This prototype is a sandbox. Feedback on signal taxonomy, anonymity UX, or integrity scoring accelerates refinement toward something civically durable.