Case Study: K1x reduces Kubernetes cloud spend and streamlines operations with PerfectScale

K1x slashes cloud spend by thousands per month with PerfectScale

The AI-powered tax software startup K1x inherited severely over-provisioned Kubernetes clusters after spinning out from a larger enterprise, leading to wasted resources and minimal observability. With limited internal expertise, lead platform operator Jason Berk faced the challenge of optimizing the environment, where node pools were running at less than 10% utilization. He turned to the vendor PerfectScale to gain actionable insights and replace hours of manual analysis.

PerfectScale provided immediate visibility and specific recommendations, enabling K1x to right-size workloads and shut down entire unnecessary node pools within a month. The solution from PerfectScale slashed monthly cloud costs by thousands of dollars, eliminated critical issues like a memory leak causing thousands of restarts, and allowed the small team to manage Kubernetes effectively while improving overall resiliency.

K1x