What We Scan For
Comprehensive coverage across all compliance domains
Bias Detection
45
rules
Privacy Violations
38
rules
Security Risks
52
rules
Compliance Issues
65
rules
All Rules
Gender Bias in Training Data
Detects imbalanced gender representation in training datasets that could lead to discriminatory outcomes.
Racial Bias in Model Predictions
Identifies disparate impact across racial groups in model predictions using statistical parity tests.
PII Exposure in Logs
Scans for personally identifiable information (PII) being logged without encryption or redaction.
Consent Mechanism Missing
Detects data collection without explicit user consent mechanisms as required by privacy laws.
Unencrypted Data Transmission
Identifies API calls or data transfers that don't use TLS/SSL encryption.
Hardcoded API Keys
Scans for hardcoded credentials, API keys, or secrets in source code.
Missing Audit Trail
Detects operations that modify data without creating audit logs.
Data Retention Violation
Identifies data being retained beyond policy limits or legal requirements.
Framework Coverage Matrix
See which rules apply to each compliance framework
| Framework | Bias Rules | Privacy Rules | Security Rules | Compliance Rules | Total |
|---|---|---|---|---|---|
| SOC 2 | 12 | 18 | 24 | 10 | 64 |
| GDPR | 8 | 22 | 15 | 18 | 63 |
| HIPAA | 5 | 20 | 18 | 12 | 55 |
| ISO 27001 | 10 | 16 | 28 | 20 | 74 |
| NYC LL144 | 35 | 12 | 8 | 10 | 65 |
| EU AI Act | 30 | 18 | 15 | 22 | 85 |