Day: August 17, 2026

Token consumption and usage anomalies alone cannot prove whether AI activity is for business or personal purposes. While Cloudflare’s Identity-aware AI Gateway and User Insights provide user identity and highlight usage shifts from baseline behavior, evaluating purpose requires business context. Master Concept recommends establishing a Business Context Layer that connects AI activity to authenticated identities, approved applications, valid projects, data risk controls, and cost ownership. By combining gateway analytics with business context, enterprises can validate authorized work and build an accountable AI governance framework.