Interpretability & Observability
Interfaces for AI Products.
I'm Rob Sutcliffe — a data visualisation engineer with 20 years of frontend craft,
now focused on making machine learning models legible to the people who use and audit them.
Our Services


Dashboard Audit & User Testing
A senior dataviz review tested against real users completing real tasks, so you know exactly what to fix and in what order.


Dataviz Engineering
A custom chart, explorer, or dashboard feature, engineered end-to-end. Designed, built, tested, documented, and handed over so your in-house team can extend it without rewriting.
Latest Insights
Introduction To Tidy Data Principles
Front-End Parallelizable Tasks Using The GPU
Latest Case Studies

AI Treemap Generator
Use various AI models to categories open ended survey responses and check with a the user at various stages if the categories are useful and accurate.

Economist Intelligence 75th Birthday
A microsite for The Economist Intelligence 75th anniversary. I worked directly with the designer, strategist, and client to design and develop a unique one-off site.