Agents that surface problems before you ask

David has built the data infrastructure behind some of the fastest-growing retail brands in the world. In Part 1, we walked through how to consolidate third-party data (Shopify, Meta), first-party data (your domain) & zero-party data (your goals & playbooks) into a single semantic layer your team & your AI agents can trust. Part 2 is how to build on top of it: a team of ~10 proactive agents in Claude Cowork (growth, Google Ads, SMS, CRO & more) that analyze data, identify opportunities & push action items into a to-do list automatically. Plus a scheduled agent that runs every 48 hours, scans the entire business for anomalies & surfaces what needs attention before anyone asks.