Keeping cloud costs sensible as your product grows
Cloud bills rarely jump because of one bad decision. They creep, through forgotten resources and defaults nobody revisited. A few habits keep them in check.
Service 08
Infrastructure you can rely on, releases you don't have to dread
We design, automate and look after the infrastructure your software runs on, across AWS, Google Cloud, Azure and simpler platforms where they fit. The goal is frequent, low-risk releases, clear visibility when something goes wrong and a cloud bill that makes sense.
- Outcome
- Your team ships changes confidently, and the infrastructure costs what it should.
- Typical stack
- AWS, Google Cloud, Microsoft Azure, Terraform, Docker, Kubernetes, GitHub, Cloudflare
When this is the right call.
Releases are manual and risky
Deployments depend on one person, happen late at night and sometimes break things. As a result, the team releases less often than it should.
Your cloud bill keeps climbing
Costs have grown faster than usage and nobody is quite sure what is driving them or which resources are still needed.
Nobody knows how it is set up
Infrastructure was configured by hand over the years, so it cannot be reproduced reliably and changes feel like guesswork.
Problems are found by customers
Outages and errors are reported by users before your team notices, because monitoring and alerting are thin or missing.
What you get.
Cloud architecture
Infrastructure designed for your actual workload, security needs and budget, on the platform that fits best.
Infrastructure as code
Environments defined in Terraform and version control, so they can be reviewed, reproduced and changed safely.
CI/CD pipelines
Automated testing, builds and deployments with preview environments and straightforward rollbacks.
Monitoring and alerting
Logs, metrics and alerts that tell the right people about real problems, without drowning them in noise.
Cloud cost optimisation
A clear breakdown of where money goes, followed by right-sizing, clean-up and architectural changes that reduce waste.
Migrations and containerisation
Moving applications to containers, between cloud providers or off ageing servers, planned to avoid downtime.
How we approach it.
We match infrastructure to the size of the problem. Many products run perfectly well on managed platforms such as Vercel, DigitalOcean or a handful of managed AWS services, and they are cheaper to operate than a Kubernetes cluster. We introduce more complex tooling only when scale, compliance or team structure genuinely calls for it, and we explain the trade-off in running cost and operational effort.
The first step is usually visibility: an audit of what is running, what it costs, how it is deployed and who has access. From there we codify the infrastructure with Terraform, automate the release pipeline and put monitoring in place, typically in that order, because each step makes the next one safer. Changes are made incrementally, tested in a staging environment first, with a rollback plan for each.
Security and access are tightened as part of the work: least-privilege permissions, secrets out of code, patched base images and backups that have actually been tested by restoring them. Every account and credential is owned by your organisation, and we leave behind documentation and runbooks so your team understands the setup and can operate it without us.
Tools we use for this work.
From first conversation to production.
- DiscoverUnderstand the business, the users and what success looks like.
- DefineRequirements, architecture, scope and a roadmap you can plan around.
- DesignThe product experience, tested before it is expensive to change.
- BuildEngineering in short cycles, with working software to review every sprint.
- LaunchTesting, deployment and making sure it holds up in production.
- EvolveSupport, improvement and scaling once real usage starts.
Common questions.
Which cloud provider should we use?
The best choice depends on your existing skills, the services your product relies on, customer or regulatory requirements and pricing. AWS, Google Cloud and Azure are all capable; simpler platforms are often enough for smaller products. We recommend based on your situation rather than a house preference.
Can you reduce our cloud costs?
Usually there are savings to be found, though how much depends on how the infrastructure has grown. Common sources of waste include oversized resources, forgotten environments, missing commitment discounts and inefficient data transfer. We start with a cost breakdown so recommendations are based on evidence.
Do we need Kubernetes?
Often not. Kubernetes is powerful, but it adds operational overhead that only pays off with many services, large scale or specific portability needs. For many teams, managed container services or platform hosting are simpler and cheaper to run.
Can you work with our existing development team?
Yes, and this is common. We can set up pipelines and infrastructure alongside your developers, pair with them on changes and train them to run it. The aim is to leave your team more capable, not dependent on us.
Do you offer ongoing infrastructure support?
Yes. Ongoing support can cover monitoring, patching, cost reviews, incident response and continued improvements. Alternatively, we hand over with documentation and runbooks once the setup is stable.
Further reading.
Modernising a legacy system without stopping the business
Rewriting a critical system from scratch is one of the riskiest projects a business can take on. Incremental replacement is slower to describe and far safer to deliver.
What it takes to put an AI agent into production
An agent that works in a demo is a long way from one you can trust with real customers and real systems. Here is what closes the gap.
Often paired with.
- SaaS DevelopmentMulti-tenant SaaS platforms with subscriptions, team accounts and an architecture that grows with your customer base.
- Custom Software DevelopmentBespoke business systems, internal platforms and workflow tools designed around your processes and owned outright by you.
- APIs & IntegrationsCustom APIs and system integrations that connect CRMs, ERPs, payment providers and internal tools.
Have a product worth building?
Tell us what you are trying to achieve. The first conversation is about understanding the problem — not selling you a solution.