Beyond the AI Governance Framework: Why Enterprise Needs Deterministic Orchestration

How do I prevent AI hallucinations in enterprise workflows?
Prevent AI hallucinations in enterprise workflows by implementing a deterministic constraint layer that validates all AI outputs against hard-coded business rules before execution. If a proposed action violates a safety rule, the system triggers a human-in-the-loop (HITL) approval gate. This creates a trust-but-verify loop that maintains operational speed without the risk of system-wide failures from unchecked LLM outputs.