A social impact bond that funds AI bias audits conducted by independent firms in sectors like hiring, lending, and criminal justice. Returns are tied to demonstrable reductions in algorithmic bias and improved fairness metrics across demographics. Bonus payouts for companies that publicly disclose their audit results and bias mitigation strategies.