Copper's Match

This is a swipe-based matching layer for Copper's Dream Rescue, built on top of an ambient adoption agent. Real dog photos and bios are pulled directly from the rescue's site; a CLIP-based vision model classifies size and coat type, while rule-based extraction reads temperament from each bio. As people swipe, the system learns their preferences and scores potential matches accordingly. When someone submits an adoption application, an autonomous agent (powered by Arcade's MCP gateway) reads it, checks the match score against the applicant's actual stated needs, and either books a meet-and-greet routinely or flags it for human review if something doesn't add up. Every reversible action (spreadsheet, Slack, calendar) happens automatically; the reply email is always drafted, never sent, so a human stays in the loop.