Case Study: Quali achieves massive resource savings and clear usage visibility with Sisense

Quali Helps Clients Better Plan Their Resources Leading to Massive Savings

Quali provides self-service, sandboxed cloud environments for large enterprises, service providers and banks to test and deploy complex application and infrastructure stacks. Because these sandboxes generate dense, technical telemetry and Quali supports 200–300 simultaneous deployments (often multiple per customer), clients struggled to capture and present who was using which resources and to show time-poor, nontechnical decision-makers clear ROI; the built-in reporting tool was confusing and insufficient.

Quali embedded Sisense to combine data from the Cloud Shell database plus AWS and VMware vCenter into a single, customizable dashboard experience. The integrated analytics made usage, inventory and cost drivers easy to see and explore, producing strong customer feedback and tangible savings—for example, a lab power-monitoring dashboard revealed roughly $20,000/month in unmanaged power spend and enabled “$1,000s per month” in ongoing savings—while proving ROI across varied customer scenarios.

Quali