Understanding HOA Enforcement Through Data
A privacy-first platform for collecting and analyzing HOA enforcement patterns. We aggregate community experiences to reveal trends while protecting individual privacy.
How It Works
Submit Reports
Share details about HOA enforcement notices you've received. Upload evidence documents with automatic PII redaction for privacy protection.
Confidence Assessment
Reports receive plausibility scores based on evidence quality, corroboration from independent sources, and contributor patterns, not verification.
Aggregated Insights
Explore privacy-preserving analytics showing patterns across HOAs. All data is aggregated with minimum thresholds to prevent individual identification.
How We Treat Information
This platform does not verify or validate the authenticity of individual notices or reports.
Instead, we assess plausibility and assign confidence levels using multiple independent signals, including:
- Technical signals extracted from submitted evidence documents
- Corroboration from independent contributors over time
- Contributor trust patterns based on historical participation
- Anti-gaming safeguards designed to detect coordinated or artificial submissions
All assessments are probabilistic and revisable. Confidence levels may change as new information becomes available.
The platform does not claim to prove that any individual submission is authentic. Its purpose is to organize information and identify patterns that may warrant closer attention or further inquiry by interested parties.
Privacy & Safety Built In
Automatic PII Redaction
Names, addresses, and personal details are automatically removed from documents.
Location Privacy
Exact addresses never stored. Data aggregated to street level with minimum thresholds.
Anti-Gaming Measures
Safeguards are used to identify coordinated submissions, confirm independence across contributors, and limit the influence of manipulated data.
Transparent Methodology
Clear explanations of how confidence levels are calculated and what they mean.
Ready to Contribute?
Your experiences help build a clearer picture of HOA enforcement patterns.
Submit Your First Report