AWS
Amazon's cloud platform, the broadest range of services. Amazon Web Services is the largest public cloud provider, offering compute, storage, databases, networking, containers and managed AI services in regions worldwide, including Ireland. Core building blocks include EC2, S3, RDS, EKS, ECS, Lambda and Amazon Bedrock for hosted models. It is managed through the console, APIs and infrastructure-as-code tools.
When it is the right choice
- You want the widest choice of managed services and regions, including eu-west-1 in Dublin
- You need hosted models such as Claude and Llama through Bedrock inside your AWS account
- Your team or customers already standardise on AWS
- Not automatically the cheapest: without tagging, budgets and right-sizing, costs grow quickly
How we use it
- Build accounts, networks and services with Terraform, reviewed and applied through CI/CD
- Set up a multi-account landing zone with IAM, logging and guardrails
- Monitor with CloudWatch, Prometheus and Grafana, with alerts that point to runbooks
- Review cost and usage regularly and right-size, schedule or reserve capacity
Where it fits in our work
Related articles
Hosted LLM APIs or Self-Hosted Open Models?GPT, Claude and Gemini APIs against self-hosted open models, compared on cost, privacy, latency and the engineering effort each one needs.
GPU Nodes on Kubernetes Without Wasting MoneyNode pools, MIG, time-slicing, scale to zero and spot instances: practical ways to keep Kubernetes GPU costs under control for AI workloads.
Simpler Infrastructure, Faster Engineering TeamsSimpler infrastructure helps engineering teams move faster, deploy more efficiently, and focus on building products.AWS: frequently asked
Can we keep our data in Ireland on AWS?
Yes. The eu-west-1 region is in Ireland, and you choose the region for each service. Some global services and support processes may operate elsewhere, so we check those for your compliance needs.
How do we stop AWS costs growing unexpectedly?
Tag every resource, set budgets and alerts, and review usage on a schedule. Most savings come from removing idle resources and right-sizing.
Running AWS, or deciding whether to? Tell us what you have; the first consultation is free.
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