With the integration of AI and ML models into broader distributed systems, it's more important than ever to provide explainability tools with the trustworthy data they need to isolate and diagnose problems. Logs are not enough to accomplish this anymore. Persisted State Management is necessary, and in order to accomplish that you need Cachai.