The Business Reality
- Teams spend hours reconciling dashboards instead of resolving root causes.
- Data stays trapped in silos across operations, finance, and customer systems.
- Threshold alerts fire frequently but carry no diagnosis or recovery context.
- By the time the cause is traced, SLA penalties and customer impact are already live.