AI accountability and governance become part of brand equity

Agentic marketing raises the stakes around permissions, human approval, adversarial testing, consent, provenance, disclosure, and liability for automated decisions. Clear boundaries and failure reporting are becoming practical brand requirements, not merely compliance exercises.