When the application pile floods, the worker becomes the invoice

A hiring market only needs to invert once before the math restructures. AI now lets anyone produce a polished résumé and fire off a hundred applications in an afternoon, so employer inboxes are drowning in indistinguishable candidates. The scarce resource flips from labor to attention. The next move is mechanical: the party with leverage charges for access.

Refer uses an AI agent to identify potential matches and introduce candidates to hiring managers and recruiters by email. Once both sides signal interest, Lia introduces them by email. The fee lands only on hire: 20% of the new worker's first paycheck. The company that used to be billed by the recruiter is now off the books; the worker is the client.

In any two-sided market where automation floods one side and the other becomes the bottleneck, the bridge gets repriced toward the bottleneck — similar to how lenders did it when underwriting software compressed their cost, how advertisers did it when programmatic bidding collapsed margins, and now how recruiters do it as AI does the sourcing. The candidate absorbs the cost and the risk of a miss.

The mirror image is worth holding. A fee this size is real money, and AI matching still produces weak fits. On a hit, the price is steep. Andre Hamra's pitch — "Their product is the candidate. Our product is the companies, the jobs. Our client is a candidate." — frames the move as empowerment. The ledger reads differently: the worker is the invoice.