Products and experience.
Built systems, product decisions and the evidence behind them. What is implemented, what is public, and what is still being validated.
Clinical Reasoning Desk
Clinical systems
Founder-led clinician-controlled software connecting evidence, competing formulations, measurements and review. Product development includes authorship provenance, stronger persistence, measurement integrity and accountable exports. Work remains pre-pilot: clinical benefits have not been demonstrated. Read the verified case study.
PSYTECH News
Editorial publication
A public AI-assisted publishing system that reframes technology around attention, judgement and behaviour. Live reporting includes original visual explanations, source notes and explicit evidence boundaries. Automated pipeline reliability is a current engineering priority. Read the verified case study.
Commercial and operational experience.
Product work is informed by direct responsibility for customers, people, suppliers, deadlines and operating decisions.
The Nou Brand
Founder & CEO · Dubai · 2012–2018. Directed product development, buying, commercial operations, sales, supplier relationships and a multicultural team.
Shell
Five years in international corporate operations, including a year in management; a foundation in structured delivery and accountability.
AI evaluation
Outlier, since 2024. Evaluate AI-generated responses for reasoning, factual accuracy, adherence, grounding and communication quality.
This page distinguishes product development, public availability and validated outcomes. Private methods, client information and internal architecture are excluded. View verified visual evidence. Further product evidence and non-confidential demonstrations are available on request.
Independent product review.
Get a structured assessment of an existing product, AI feature or defined prototype. Entry engagement: £1,250.