As the enterprise scaled, multiple monitoring tools emerged across teams. This fragmented setup led to disjointed visibility, long troubleshooting cycles, and reactive incident management. Lack of centralized insights hindered capacity planning, raised costs, and slowed decision-making across critical environments.