Compliance
A research workspace that respects defensibility, access control, and reliable audit context.
Security & authorization
Roles and permissions drive access. Tenant identifiers from the client are not trusted.
- Password hashing with
password_hash - Session-derived company context where applicable
- Signed tokens for appraisal detail access links
Data integrity
Normalize inputs, avoid lossy transforms, and keep transactions short so the platform stays correct under load.
- Consistent snapshot field mapping
- Confidence-aware geocoding fallbacks
- Index-minded query patterns
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