AI agent governance
Vanaxity insights tagged AI agent governance - notes on AI content, SEO, GEO and AEO from Van Data Team.
AI Marketing Security and OpenAI's Defender's Window
Marketing stacks are now full of AI agents touching customer data across connected SaaS tools and CDPs; OpenAI's Defender's Window warns that autonomous attacks outpace manual defense, making AI marketing security and governance a brand-safety problem, not just an IT one.

Microsoft Path to Production for Agents: Governance Playbook
Microsoft’s July 27 Path to Production for Agents accelerator highlights the real bottleneck: an agent that performs well in a prototype still cannot safely send SDR outreach, change campaigns, or write to a CRM without governance for non-deterministic

Agentic Commerce Is Consent-First, Not a Free-for-All
Agentic commerce forces brands to prove that an AI buyer acted within a customer’s signed spending mandate while presenting prices, restrictions, availability, and refund terms the agent cannot misread.
