Growing SaaS Platform
DevOps transformation enabling 10x deployment frequency while improving reliability.
The Challenge
A rapidly growing B2B SaaS company was struggling with their deployment process. Weekly releases took hours of engineer time, frequently failed, and required manual intervention to complete. The team had lost confidence in deployments, leading to batching more changes together—which only made things worse.
Infrastructure costs were climbing faster than revenue as the team over-provisioned resources to handle unpredictable load patterns. There was limited visibility into system health, making incident response reactive rather than proactive.
The company was preparing for SOC 2 certification and needed to demonstrate proper change management controls.
The Solution
We implemented a complete CI/CD overhaul using GitHub Actions, ArgoCD, and Kubernetes. The new pipeline included comprehensive automated testing, staged rollouts, and automatic rollback on failure. Deployments went from weekly multi-hour events to multiple daily pushes that completed in minutes.
Infrastructure was migrated to Kubernetes with auto-scaling policies based on actual load patterns identified through historical analysis. This right-sizing, combined with spot instances for non-critical workloads, reduced infrastructure costs by 60%.
A complete observability stack (Prometheus, Grafana, and PagerDuty) provided real-time visibility into system health and enabled proactive incident detection. The new deployment pipeline with proper audit trails satisfied SOC 2 change management requirements.
Key Results
10x
Deployment Frequency
95%
Faster Rollbacks
99.9%
Uptime Achieved
60%
Reduced Infra Costs
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