AI adoption that starts with your value stream
Everyone talks about AI transformation. Few start by asking the right question: where in your delivery process does AI actually reduce waste, shorten lead time, or improve quality?
I help organisations answer that question. Not with a generic AI maturity model, but by mapping your current value stream and identifying the specific points where AI can make a measurable difference. Then we build a roadmap to get there - incremental, realistic, and owned by the people who will execute it.
This works for SMEs and larger organisations alike. The approach scales because it’s grounded in your context, not in a one-size-fits-all framework.
How this works
We start with a focused assessment: what does your delivery process look like today, where are the bottlenecks, and which of those can AI realistically address? From there, we prioritise based on impact, feasibility, and risk.
The result is a concrete roadmap with clear steps, ownership, and realistic timelines. Not a 60-page strategy deck that sits on a shelf - a working plan your teams can execute.
When this helps
- You know AI is relevant but don’t know where to start
- You’ve tried AI tools in isolation and want a coherent strategy
- You want to invest in AI but need to justify the business case
- Your teams are curious about AI but lack direction and guardrails
- You want to avoid hype-driven adoption and focus on measurable outcomes
Other Services
Flow Clarity Session
A half-day diagnostic that maps how work actually flows and pinpoints exactly three areas where AI or automation would have the highest impact.
Delivery Assessments
I analyse your delivery process across functional, technical, and organisational dimensions - and show you where it gets stuck.
Improvement Roadmaps
I translate pain points into prioritised, actionable plans. No 80-slide transformation decks. Just clear next steps your teams can act on.
Team Coaching
I coach teams through the change - helping engineers, leads, and stakeholders adopt better practices that last beyond my involvement.
Value Stream Mapping
I make work visible - mapping the full journey from idea to production so you can see where value gets stuck and where to intervene.
DevOps & CI/CD Enablement
From pipeline design to quality gates and delivery metrics. I help teams build the technical foundation for reliable, fast delivery.
AI-Assisted Delivery
I help engineering teams adopt AI tools like coding assistants, automated review, and AI-driven testing - practically, not theoretically.
Flow Mapping Extensions
Published Azure DevOps extensions that make flow visible — right where your teams already work.
Custom Azure DevOps Extensions
If the marketplace doesn't have it, I build it. Custom extensions tailored to how your organisation actually works.
Process Automation & Tooling
Azure DevOps project setup, fully automated. No more manual configuration, no more drift.