Ai Financial Agents Hallucinating With Real Money How To Build Brokerage Grade Guardrails

Autonomous LLM agents in finance pose significant risks, as hallucinations can lead to real money losses and regulatory scrutiny. AI orchestration layers must be treated as Tier-1 infrastructure with brokerage-grade guardrails, integrating them into the control environment from day one.