I help public sector teams, not-for-profits, and growing companies figure out what to do with AI, and then do it.
Book a callAI strategy and roadmapping, discovery workshops, feasibility assessments. Honest guidance on what’s realistic.
Learn more →Fractional AI Lead / CTO, embedded technical leadership, team building. Senior expertise without the full-time hire.
Learn more →Technical due diligence, architecture review, vendor assessment, AI ethics and governance advisory.
Learn more →January 2026
The Institute for Government's annual report highlights Test, Learn and Grow as a model for evidence-led innovation. What it tells us about the state of government digital transformation.
September 2024
Three critical failure modes from years of AI consulting: poorly defined outcomes, data issues, and lack of ongoing support. Lessons from the Mantis NLP portfolio.
January 2024
The LLM pyramid: a framework for choosing between proprietary and open source models based on performance, privacy, stability, and cost.
Founded Mantis NLP (AI consultancy, 5 years) · Pioneered Reproducible Analytical Pipelines at GDS · First data scientist at DfE · Public Digital network member