FrictionGuard

Rigorous evaluation

50-Case Evaluation

Fifty deterministic international failure scenarios replayed through the production Policy Engine. Reference figures from the project brief: 74.0% recovery, $4,250 TPV, 6.0% override rate.

Recovery rate

—

reference 74.0%

Recovered TPV

—

reference $4,250

Policy override rate

—

reference 6.0% — policy actively catches out-of-bounds proposals

Unsafe actions blocked

—

deterministic gate stopped them

Deterministic 50-case evaluation

Replays 50 simulated international failures through the REAL Policy Engine with a deterministic oracle diagnosis — reproducible, zero live-LLM cost.

✓ recovered (37)• recovery failed (8)✕ policy blocked (5)