AI firms face pressure to outdo rivals in demonstrating safety, risking arms-race dynamics. A SaaS tool could standardize safety metrics, audit logs, and compliance reports.
Offer configurable thresholds for bias, hallucination rates, and harmful outputs, with versioned snapshots. Sell to AI labs needing to prove due diligence to investors or regulators.
MVP: A simple API that ingests model outputs and generates PDF reports. Biggest risk: Lagging behind proprietary solutions from big players.