ActionShield: AI Agent Safety Layer

Teams building AI agents frequently hit costly failures when a PoC misfires from an unexpected action; ActionShield provides real‑time action validation, audit trails, and automated rollback safeguards that let developers iterate securely, turning risky experiments into controlled, recoverable trials.