Developers of small open-source AI models lack robust tools to evaluate how their systems behave under edge cases or adversarial prompts.
Package the torture chamber concept into an extensible testing framework with standardized metrics and visualization dashboards.
Monetize through enterprise features like compliance reporting and team collaboration tools.
Start with a basic CLI tool that collects response metrics under different prompt conditions.
Risk: Niche appeal limited mostly to AI safety researchers.