Services / Fixed scope
AI adoption review for engineering teams
A short, fixed-scope review of how your engineering organisation uses AI tools today, what it costs, and where it pays off.
- Who it is for
- CTOs and engineering leaders rolling out AI coding assistants or agents
- The problem
- Usage is growing, spend is growing faster, and nobody can say clearly which uses are worth it.
- What you get
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- Interviews with a sample of engineers and team leads
- A map of current AI tool usage and spend
- A written recommendation on where to expand, change or stop
How it works
Over a few weeks, I look at how your teams use AI tools in practice, what that costs, and where it changes delivery. You get a written report and a working session to walk through it.
Scope
The review is vendor-neutral and does not include building or selling a product.