This is not an AI assistant. It does not recommend actions. It does not optimize behavior. It's a causal safety engine designed to validate causal evidence and block unsafe automation in high-risk AI systems. When causal identifiability is insufficient, the engine intentionally produces no output. Silence is treated as a correct and safe outcome.