Consolidating three monitoring tools into one unified dashboard

The bank's IT operations team was running three separate monitoring tools across its JBoss estate, each owned by a different group and each with its own alerting, dashboards and licensing model.

Alert fatigue was high, ownership of incidents was ambiguous, and the operational cost of maintaining overlapping tooling had become a recurring topic in technology leadership reviews.

Core banking operations needed faster, more reliable root cause analysis — especially during peak transaction windows when even short JBoss slowdowns translated directly into customer impact.

Replaced the three legacy tools with a single JBoss-aware control plane covering monitoring, deployment, log analysis and AI-assisted RCA.

Defined a single alerting policy across environments, with severity tiers tied directly to business impact rather than tool defaults.

Trained the operations team on the unified dashboard and AI-assisted RCA workflow, using past incidents as the basis for confidence-building exercises.

Three overlapping tools were retired, simplifying licensing, training and on-call workflows.

The unified dashboard became the default starting point for every JBoss-related incident, removing ambiguity about where to look first.

AI-powered RCA materially reduced the time needed to identify likely causes of core banking slowdowns, particularly for recurring patterns the team had previously had to rediscover each time.