A crowdsourced platform that uses AI to monitor insurance APIs for anomalies, data breaches, and algorithmic bias. Users can anonymously report suspicious activity, and a decentralized verification process (using blockchain or similar technology) rewards accurate reports, incentivizing widespread vigilance and preventing future catastrophic failures.