AI Realisation_
You’ve bought the tools but haven’t realised the AI dream. It’s time to unlock real AI productivity.
Teams are asking: how can AI help us go faster and realise productivity gains? We help CTOs measure success against the new metrics of AI to unlock your best talent, overcome bottlenecks, and build reliable products within complex regulated companies.
The new Bottleneck_
The bottleneck has moved. AI has accelerated companies' abilities to ship products. But within that new reality, an unexpected bottleneck has increased unexpected work in unexpected teams.
A typical task, with and without AI
How do we know if our AI adoption has been successful?
Deployment frequency
How often the team gets change into production.
Average cycle time
Elapsed time from starting work to it being live.
Change failure rate
The percentage of changes requiring fixes or rollbacks
AI first pass success rate
How often AI output is accepted without rework.
AI tokens per task
Fewer tokens means lower cost and better results
Engineering teams have historically been measured against DORA metrics (Deployment Frequency, Average Cycle time, Change Failure Rates). Our engineers introduce metrics that can reinforce the behaviours that lead to real change within your organisation. By measuring AI First Pass success rates, along with AI tokens per task, we help your organisation build guardrails and QA to make sure the coding output is trustworthy to ship.
How we help you realise the AI promise_
Your AI delivery will only be as strong as the foundations you’ve established. Our teams work through a three step process to help you trust the code you’re generating, to move fast, and unlock new revenue streams.
AI Foundations + Tooling
Your AI success is directly related to the quality of foundations in place before you start to ship your code. In this stage, we set metrics, guardrails and quality assurance procedures so that access control and data governance is baked in from the start.
Learning & Improvement
From AI tooling to AI realisation. Parallel running teams focusing on AI Platforming and Engineer Excellence embeds and collaborates to make sure all of your teams have the skills and structure to deliver at its best with AI. We give your leadership a clear view of capability across the organisation and the confidence to shape it around what's now possible.
Team Reconfiguration + Redeployment
With AI procedures measured, implemented and reshaped for innovation, our team recommends how best to redeploy engineer skillset back into your business to unlock potential new commercial value.
Ready to activate your AI?_
Book an AI review
Read our customer success stories_
Contact us_
Whether you’re modernising, migrating, scaling, or strengthening resilience, we’ll help you deliver faster, safer, and with stronger teams.
Let's talk about your roadmap.
