Capability

Generative AI strategy and delivery

I help founders and established organisations decide where generative AI is useful, then shape and deliver work that can be tested in a real operating context. The aim is evidence and a clear decision at the end.

Strategy and roadmapping

Identify the problems worth addressing, assess value and feasibility, account for data and operating constraints, and create an ordered plan.

AI product development

Design and build useful AI capabilities with explicit success measures, appropriate human review and a realistic route from prototype to production.

Product and system integration

Add AI to an existing product or workflow without ignoring reliability, security, privacy, cost and the surrounding user experience.

Workflow automation

Examine repetitive knowledge work, decide where automation is safe and valuable, and keep people in control where judgement or accountability is required.

Capability that stays with you

I work alongside your team, document what gets built and transfer the knowledge needed to run and extend it. Your business keeps the capability, with access to me when it helps.

Ways to begin

Practical starting points.

These are example engagement shapes, not fixed packages. The scope follows the context and the evidence needed.

AI opportunity workshop

A focused piece of discovery to understand the context, identify credible use cases and produce a short, evidence-based list of opportunities, dependencies and next steps. It ends with a decision about what deserves investment.

Data readiness assessment

A hands-on check that your data and systems can support the opportunities you want to pursue, before build money is spent. It ends with a clear view of what is ready now and what needs foundations first.

Focused AI pilot

A bounded delivery engagement around one useful feature or workflow, with a defined problem, success measures, security and data constraints, and a clear decision to stop, refine or scale.

A useful first step

Start with the decision in front of you

If you have an AI opportunity in mind, tell me about the problem, the people affected and what a useful result would change.

Start a conversation