CloudScale SaaS Platform

Overview

CloudScale is an infrastructure monitoring SaaS that helps engineering teams observe services in real time, correlate incidents, and auto-scale capacity before latency becomes visible to customers.

Challenge

The main challenge was streaming high-cardinality metrics with low latency while keeping costs predictable and dashboards responsive under heavy tenant load.

Outcome

Delivered a multi-tenant platform with sub-second dashboard updates, automated scaling policies, and a modular alerting pipeline ready for enterprise customers.

Key features

• Real-time metrics pipeline with Redis buffering
• Automated horizontal scaling triggers
• Role-based multi-tenant workspaces
• Incident timelines and anomaly highlights