From reactive debugging to intelligent recovery!

The goal is not to replace human judgment.
It is to reserve it for the failures that truly need it.

Before:
Manual log inspection
Schema tracing
Delayed dashboards
Modeled MTTR: 2.5 working days

After:
Event-triggered diagnosis
RL-guided remediation
Safety-constrained escalation
Minutes-scale recovery

Routine ETL failures become diagnosable, explainable, and recoverable in minutes.