AI & Agentic Solutions

Production AI and agents on AWS and Azure

Agentic AI & AI Agents

Build AI agents that act on your systems, with guardrails built in.

Generative AI on Amazon Bedrock

Secure generative AI applications inside your AWS environment.

AI Solutions on Microsoft Foundry

Enterprise AI on Microsoft Foundry and Azure OpenAI.

RAG & Enterprise Knowledge Assistants

Accurate, cited answers from your own documents and data.

AI Platform Foundations & LLMOps

Run AI in production with DevOps discipline.

Data & ML Platform Engineering

Design and build scalable data and ML platforms for analytics and AI workloads

Cloud Architecture & Data Platform Engineering

Design scalable cloud and data platforms that last

Cloud Platform Foundations

Establish secure, scalable cloud landing zones and core platform services

Cloud Strategy & Architecture Reviews

Assess cloud architectures to improve scalability, security, and cost efficiency

Cloud-Native Application Architecture

Design modern, resilient application architectures for cloud-native environments

Hybrid Cloud & Migration

Design, modernise, and operate hybrid and on-prem infrastructure

Hybrid Cloud & Migration

Enterprise-ready hybrid infrastructure, built for scale

DevOps, CI/CD & Infrastructure Automation

Automate infrastructure and delivery pipelines with confidence

DevOps, CI/CD & Infrastructure Automation

Automate delivery. Reduce risk. Scale with confidence.

Cloud Cost Optimisation & FinOps

Control cloud spend with clear visibility and governance

Cloud Cost Optimisation & FinOps

Engineering-led cost optimisation with real, measurable savings

service-new-bg

Cloud Cost Optimisation for a UK Government Department

Engineering-led FinOps for a major UK government department: finding unused services, improving cost visibility and putting governance controls in place.

Overview

This case study describes cloud cost optimisation work within a major UK government department. The focus was practical, engineering-led improvement rather than a theoretical FinOps model: finding waste, making cost visible and putting controls in place without putting platform reliability or compliance at risk.

Context

Large, complex cloud environments tend to accumulate unused services, unclear ownership and limited visibility of where money is being spent. In a government setting, savings also have to be achieved without affecting reliability, security or compliance.

In this engagement, the objective was to reduce cloud cost in a way that delivery teams could sustain, and to leave the department with better visibility and governance than it started with.

Key Challenges

  • Identifying unused services across a large, complex cloud environment
  • Improving visibility of cloud cost and where it comes from
  • Introducing governance controls without slowing delivery teams
  • Reducing cost while maintaining platform reliability and compliance

Approach

The approach focused on practical engineering changes rather than reports alone.

Key aspects included:

  • Identifying and removing unused services
  • Improving cost visibility so that teams could see what they were spending and why
  • Implementing governance controls to keep cloud usage aligned with business value
  • Working with delivery teams so that every change was made safely and without disrupting live services

Outcomes

  • Meaningful cost reductions
  • Platform reliability and compliance maintained throughout
  • Clearer visibility of cloud spend
  • Governance controls that help keep cost down over time

Key Insights

  • Visibility comes before savings: teams cannot reduce what they cannot see
  • Governance controls keep savings in place once they have been made
  • Engineering-led changes deliver more than theoretical FinOps models
  • Cost reduction must never come at the expense of reliability or compliance

Engagement Model

This work represents hands-on, engineering-led cloud cost optimisation delivered within a regulated government environment, working alongside the department’s own teams.

cta-home

Let’s Architect Your Next Cloud Solution

Get expert cloud and DevOps support—fast, flexible, and built around your goals.