SingleStore customers benefit from Helios' cloud-based managed SaaS solution that provides a distributed, scale-out architecture with decoupled storage and compute, as well as fast scaling capabilities. To address dynamic usage patterns, SingleStore has released autoscaling, a feature that automatically adjusts compute resources based on workload demand, ensuring high availability, optimal performance, and cost-effective solutions. Autoscaling allows customers to set guardrails and monitor resource utilization using Grafana, with the ability to scale up or down as needed. Additionally, SingleStore offers alternative scaling mechanisms, such as scaling storage-intensive workloads or entire workspaces through full resize operations. Customer examples demonstrate the effectiveness of autoscaling in powering SaaS applications and AI-driven demand forecast tools.