AI subject-matter expert
For questions about feasibility, model behaviour, evaluation or the limits of a proposed approach. Define the decisions the expert must support and the evidence they need to produce.
AI specialist sourcing & technical delivery
A role title is only the start. We help define what the person or team must achieve, how to assess the relevant expertise and how the work will be accepted.
Choose the capability the work needs
For questions about feasibility, model behaviour, evaluation or the limits of a proposed approach. Define the decisions the expert must support and the evidence they need to produce.
For implementation: connecting data and models to a useful workflow, integrating existing systems, writing tests and preparing a maintainable handover.
For decisions across the solution: system boundaries, integration, data flows, access controls, deployment and operational responsibilities.
A project may need more than one of these capabilities. We agree the scope before proposing roles or a team.
Two ways to engage
You manage the day-to-day priorities. Together we define the required skills, deliverables, access, reporting and engagement arrangements.
We scope the outcome, work packages, technical oversight and acceptance process. Proposed people, responsibilities and milestones are confirmed before delivery is committed.
We source against the agreed requirement. Named availability, suitability and any required vetting are confirmed for each engagement.
Read the AI specialist evaluation guide →A non-sensitive outline is enough for the first conversation. Include the problem, intended users, current systems, timeframe, budget range if known, and whether you need an individual or a project team.
For government and defence work, identify known data-handling, access and procurement constraints. The first conversation establishes what can be discussed and through which channel.
If the requirement still needs definition, an AI Discovery and Delivery Brief is an optional first engagement.
Speak to Phil about the technical requirement and the right delivery arrangement.
Discuss an AI specialist or team →