Case · Infrastructure ReviewTraffic Arbitrage2 months

286 → 18 servers on the company's balance sheet

savings$ 138kannual savings on infrastructure

infrastructure268decommissioned rented servers

AI$ 72kannual payroll savings thanks to AI

01 · Before

How it was

Each task required a dedicated VPS or physical server. Over the years, 286 instances accumulated across various providers, totaling around $13 900 per month. Servers were provisioned and decommissioned manually, and their specific functions were unknown.

02 · What we did

Four steps

Server Fleet ReviewWe audited all 286 VPS and physical servers: what runs on each, its cost, and consolidation opportunities.

Fault-tolerant ClusterDeployed a cluster on own dedicated servers. A single machine failure does not interrupt operations.

Automated VPS ProvisioningNew VPS instances are automatically provisioned on cost-effective hardware, with an IP address from their own subnet. Renting individual machines is no longer necessary.

AI Agents for Routine TasksAI agents assumed manual server operations, reducing DevOPS personnel to 1. This yielded $72k in annual salary savings.

03 · Result

$ 210k

Within 2 months, the company stopped overpaying for infrastructure. Instead of 286 rented servers, 18 owned servers are now operational. The monthly bill dropped from $ 13 920 to $ 2 460, translating to an annual saving of $ 138k. AI agents and one DevOps specialist manage all server routine tasks, yielding an additional $ 72k in annual salary savings. The cluster tolerates any machine failure, and new servers self-deploy without renting.