governance
Audit, fairness & compliance
Each log entry is chained to the previous hash, so any edit is detectable. Fairness guardrails block outputs that disadvantage protected classes.
Immutable audit chain
✓ chain intact
| event | prev | hash |
|---|---|---|
| 09:12:04 owner@acme approved RFC-0139 (Code-Reviewer v2.9.3) | 00000000 | 67dc62a6 |
| 09:12:05 platform signed bundle agt-0x7e5 with key k-2026-10 | 67dc62a6 | 012a2b25 |
| 09:14:31 guardrail.bias blocked Hiring-Screener output (proxy: zip) | 012a2b25 | 239952a6 |
| 09:15:02 healer opened INC-2211, RCA attached | 239952a6 | cc860fb4 |
| 09:20:47 auditor@acme exported SOC2 evidence pack | cc860fb4 | d54f9133 |
| 09:31:10 edge plant-detroit-02 synced 1,204 offline events | d54f9133 | 269091dc |
Fairness guardrails (selection-rate parity, 4/5 rule)
Race0.98
Color0.97
Sex0.93
Creed / Religion0.99
Age0.84
Disability0.95
Outputs below the red line are blocked automatically and routed for review.
Compliance tracing
SOC 2 Type II
63/64 controls evidenced
HIPAA
40/42 controls evidenced
GDPR
38/38 controls evidenced