Every organisation is being told they need AI. Vendors are pitching tools. Leadership is asking “what’s our AI strategy?” But nobody has stopped to ask: where would AI actually help?
Without understanding how work flows today - where it gets stuck, where people wait, where time disappears - any AI investment is a guess.
What happens
A half-day session. No slides, no strategy decks. We sit down with your team, map how work actually flows, and make the invisible visible: the queues, the handoffs, the manual steps that eat time. Then we identify exactly three areas where AI or automation would have the highest impact.
This uses the same value stream mapping techniques behind my full VSM engagements - but scoped to a single half-day with a specific focus on AI and automation opportunities. You get direct, actionable results without committing to a broader engagement. And if the map reveals deeper improvement opportunities beyond AI, you’ll know exactly where to look next.
This is a diagnostic, not a sales pitch
There’s no follow-on obligation. If all you needed was the map and the clarity, you’ve got it. If you want help implementing, we can talk - but that’s your call.
Other Services
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.
AI Strategy & Roadmap
I help organisations figure out where AI creates real value in their delivery process - and build a practical roadmap to adopt it step by step.
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.