Approach
A clear path, with no surprises.
Adopting AI well is a change-management problem as much as a technical one. We keep it low-risk and concrete: understand the ground truth, agree on what good looks like, then build the skills and systems to get there.
The engagement
Four stages, one outcome.
Assess
We review the processes, team skills, tooling and codebase to find where AI can move the needle, and what is standing in the way.
Plan
A clear, prioritised roadmap for AI adoption, tailored to the stack, the constraints, and the outcomes that matter to the business.
Enable
Hands-on workshops and pairing bring teams up to speed, working on their own stack, tools, and processes rather than slideware.
Embed
We help build the platform, guardrails, and habits that make the gains stick long after the engagement ends.
Principles
How we think about the work.
Start with the truth
Every engagement opens with an honest look at where you are. No transformation theatre, no assuming AI is the answer before we understand the question.
Change the system, not just the tool
Faster delivery is bounded by the slowest step in the process, not how fast code gets written. The real gains are in specification, review, and the path to production.
Leave you stronger than you were
Success is your team doing this without us. We build skills, write things down, and hand over platforms you own and understand.
What you can count on
The same standard, every engagement.
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Senior engineers, hands on
We are experienced technology leaders who have built and run large systems, not consultants reading from a deck. We stay close to the work and contribute to open source in the same space we advise on.
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Impact over hype
We care about real gains in how teams ship: faster delivery, less toil, quality that holds. We focus on the changes that move the needle, and we are honest about what AI will and will not do.
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Open and vendor neutral
We build on open technologies and favour open source wherever it fits. We work with the tools and constraints a team already has, and leave it able to run without us.