Cloud & DevOpsData Analytics5 weeks

How DataPulse Achieved 99.99% Uptime and Cut Cloud Costs by 40%

Achieved 99.99% uptime (from 99.5%), reduced deployment time from 4 hours to 8 minutes, and cut cloud costs by 40% — all within 5 weeks.

The Story

Context & Challenge

The Problem

DataPulse was running their AI analytics platform on manually provisioned servers with no CI/CD, no monitoring, and a cloud bill that doubled every quarter. Deployments took hours and often caused downtime.

Our Solution

Migrated to Kubernetes on AWS with Terraform-managed infrastructure, automated CI/CD with GitHub Actions, full observability with Datadog, and cost optimization through right-sizing and reserved instances.

The Outcome

Achieved 99.99% uptime (from 99.5%), reduced deployment time from 4 hours to 8 minutes, and cut cloud costs by 40% — all within 5 weeks.

Results

Measurable Impact

99.99%

Uptime Achieved

70%

Faster Deploys

40%

Cost Reduction

We went from dreading deployments to shipping multiple times a day with zero downtime. The monitoring setup alone saved us from three potential incidents in the first month.
MJ

Marcus Johnson

VP of Engineering, DataPulse

Tech Stack

Built With

KubernetesTerraformGitHub ActionsDatadogAWS
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