Services
Nine ways to work together.
Engagements range from hands-on delivery to board-level advisory, usually a blend of the two.
01
Software Development
Full-cycle development of high-performing, production-grade AI-enabled systems, expert systems, model diagnostics, automation and data platforms, built on an ethical foundation from the first commit.
02
Ethical Systems Design
Designing decision-support and governance systems that perform under real-world pressure and stay answerable to the people they affect, with safeguarding and risk built into the architecture.
03
AI Risk & Governance
Risk models, frameworks and diagnostic toolkits to identify frontier-model risks, including harms to children and vulnerable groups, and to govern deployment responsibly.
04
Econometric Research
Applied econometric analysis and quantitative research for registries, regulators and government, from cohort and entity analysis to policy-facing modelling.
05
Simulation
Parametric and hybrid AI risk simulations, scenario modelling and stress-testing for programs and systems operating under real-world uncertainty.
06
Evaluation & MERL
Monitoring, evaluation, research and learning frameworks for programs and policy initiatives, designed to produce evidence that actually informs decisions.
07
Presenting & Keynotes
Talks and expert commentary on ethical AI, technology policy and the economics of innovation for executive, government and civic audiences.
08
Training & Facilitation
Executive and postgraduate program design and facilitation, from Oxford's AI in Business to bespoke leadership and data-science intensives.
09
Advisory & Consulting
Strategic and ethical guidance on AI use in industry, working with governments, banks, registries and civic-sector organisations.
Have a project, talk, or program in mind?
Available for select engagements, 2026.