WHAT DAHLIA ACTUALLY DOES
01
Scores recovery urgency.
Reads shelf-life, batch, quantity, category, and market context to identify stock that needs routing before value collapses.
02
Finds where demand exists.
Compares buyer history, similar buyers, channel behavior, active demand, and regional fit to avoid generic buyer blasts.
03
Feeds Lily and Sage.
Turns demand into ranked buyer segments and channel signals so Sage can allocate catalogs, campaigns, auctions, or store workflows.