DevOps & Cloud Infrastructure

Yes. We can review and improve an existing AWS, Azure, or Google Cloud environment. We look at reliability, security, deployment processes, and costs before recommending changes. If you are choosing a provider for the first time, we assess your workloads, team skills, data residency requirements, and budget rather than default to one platform.

Yes. We review where spend is going, including idle compute, GPU usage, storage, and data transfer. We prioritise changes by likely savings, effort, and risk to performance. Recommendations may include scheduling workloads, resizing resources, or changing scaling rules. Savings depend on your starting point, so we estimate them from actual usage rather than promise a fixed percentage.

We can automate build, test, and deployment steps, and manage infrastructure changes through version-controlled code. We add approval gates where needed and plan how to roll back unsuccessful releases. The aim is a repeatable process your team understands, with checks suited to both application changes and data or model dependencies.

We aim to minimise disruption, but the options depend on your application, data stores, and availability requirements. We assess dependencies, test the new environment, and plan a staged switch with validation and rollback steps. If a maintenance window is needed, we explain why and agree the timing with you before migration.

We review where data is stored and processed, who can access it, and how credentials, encryption, and audit logs are managed. We work with your security or compliance team to implement the agreed controls and document them. This can support your compliance programme, but does not replace an independent audit or certification.

We agree operational ownership as part of the engagement. We can set up monitoring, alerts, recovery guides, and training for your team, or scope ongoing support. Alert routing, response expectations, and support hours are agreed explicitly, so there is no assumption that a platform build includes round-the-clock incident cover.