Platform foundation
EKS, private networking, managed data services and workload-aware baseline capacity.
The challenge
Many workloads, one operating platform
The client needed separate development, staging and production environments for application delivery, scheduled data workflows, distributed processing, analytics and machine-learning jobs.
The work was not simply to provision cloud services. Reliability, access, observability, cost and support ownership had to be visible from the start.
Delivery approach
Delivery controls
Terraform modules, environment-aware deployment paths and documented operating procedures.
Operations
Metrics, logs, alerts, runbooks, security controls and recurring cost review.
What changed
- A repeatable route from code to controlled environments.
- Clearer ownership of reliability, security and platform cost.
- Shared operational controls across application, data and AI workloads.