AI labs need diverse training data showing how agents fail in real-world scenarios. Individual companies have valuable logs but no way to monetize them safely.
Create a marketplace where companies can upload sanitized interaction logs. Researchers bid for access to relevant datasets while protecting user privacy.
Take a commission on data sales. Could also offer cleaning and anonymization services to prepare data for sharing.
Start with simple data listings and expand to bidding systems and quality verification. Focus on a specific vertical first (e.g. customer support).
Risk is ensuring proper anonymization and getting enough quality data to attract researchers. Needs strong legal frameworks.