I enable organisations to move beyond AI experimentation into trusted, governed systems that deliver measurable business outcomes. Proven experience in numerous sectors including healthcare, defence, FinTech, public safety and education.
Academic depth, hands-on results oriented delivery. My focus is helping people integrate AI into the business environment responsibly: not just selecting tools, but aligning data, governance, culture, skills and measurable outcomes.
AI readiness, strategic direction, LLM integration, guardrails, governance, risk assessment and practical implementation pathways.
Applied AI collaborations in healthcare, predictive analytics, signal processing, cyber security, responsible AI and interdisciplinary funding bids.
Support for leaders, technical teams and mixed stakeholder groups who need to understand what AI can realistically — and safely — do.
My work is strongest where AI has to meet real-world constraints: clinical settings, regulatory expectations, data security, organisational change, public trust and commercially meaningful outcomes.
A sample of industrial and research collaborations. Artefacts, dashboards and case materials are added here as they become shareable.
On-ward predictive analytics identifying at-risk children — providing up to 12 hours advance warning of cardiac arrest, with whole-ward visual analytics mapping patient deterioration.
Tech advisor and interim CTO — developed AI strategy and delivered a booking platform for a rural technology business.
Chief Data Scientist role: predictive analytics and dashboards identifying crime patterns and safe walking routes, helping reduce violence against women and girls (VAWG).
KTP Lead for a GenAI customer-support solution delivering measurable operational efficiencies for a cloud services provider — from guardrail design to deployment.
From our first meeting with Iain, it was clear he understood how companies and consultancy worked, and how best to interact with us. His ability to grasp the value held in our data and how it is used allowed him to explain why the solution to our problems was not merely an AI application, as others had insinuated, but rather a problem of data visualisation. The quick turn-around and business-focussed approach was not what we had come to expect from an academic institution and should be templated in other areas.Stuart EwenCEO, Mindset Associates
Whether you need strategy, delivery or both — I'd love to hear about what you're working on.