Customer Opportunity Engine prototype: pick a client, and this page asks datastream-api to build a summary of their profile, activity, membership, class patterns, and site/email engagement, then hands that summary to an AI model that decides whether there's a timely marketing opportunity (and if so, what action and messaging to use). The summary paints immediately; the AI decision streams in a moment later once the model call returns.

Test students