Blog

A concise, actionable outline for CTOs and product leaders evaluating a front-of-site AI layer that adds intelligence without backend changes.

Practical steps to run a low risk pilot, measure impact, and keep full control with admin-only transformations.

Examples and measured outcomes for personalized content and contextual assistants delivered at the edge.