Curated introductions

Curation is what you deploy where algorithmic matching's error rate is unaffordable. An algorithm suggesting a mediocre match to a regular attendee costs a shrug; the same mediocre suggestion to the anchor exhibitor's CEO costs a renewal conversation. So mature programmes run two tiers: automated recommendations for the broad audience, and a named human hand-picking and personally brokering introductions for the top slice — usually with context the platform can't hold, like knowing one party just lost a supplier or that two companies almost did a deal last year. The introduction itself matters as much as the selection: a curated match delivered as a warm, specific message ("you two should meet, here's why") converts at rates cold platform notifications never reach, because a human vouched for it. The economics are the constraint — curation runs at perhaps a few dozen relationships per staffer per event, so the honest design question is where to draw the line, and the answer is usually revenue: curate for the accounts whose renewal funds the show. The common mistake is promising "personal introductions" in premium packages and then quietly serving those buyers the same algorithmic list as everyone else; exhibitors compare, and discovered fakery costs more than never promising. One honest nuance: curators have blind spots and favourites too — human matching feels premium but isn't automatically better, just differently biased.