Foundations
Understand AI and learn to brief it.
- AI technology foundations
- Research with AI
Your ideas have always been limited by the skills you have and the time it takes to learn new ones. AI changes that. Across ten live modules you’ll go from how AI actually works to a working proof of concept, learning every method on one real product, with me guiding you along the way.
Each stage builds on the last, taking you from using AI for research all the way to a working proof of concept. You’ll apply every method you learn to a working course project.
Understand AI and learn to brief it.
Turn research into an interactive prototype.
Make AI work with your methods.
Turn your design into working code.
You practise every method on Young Savers, a savings app for teenagers and the parents who top them up. You start with research in module 2 and finish with a working proof of concept on your phone in module 10.
Everyone builds the same product, so you can focus on the methods, compare approaches and then bring them to your own work.
Young Savers: from research to working code. Built with Claude Design and Claude Code.
Learn the theory and put it to work in the same session. Sessions mix teaching, workshops and mini hackathons on a fixed weekly schedule, so the momentum holds, and I review your work as you build.
A short questionnaire, then a 30-minute call to plan your route before module one.
Learn a method, then use it straight away on the course project.
A fixed weekly schedule: one-to-one once or twice a week, or a small group of five or six.
Questions between sessions? Message me directly, and I’ll help you through.

I’m Darren, aka ProtoPilot. I’ve been a designer for 35 years, and for the last 10 I’ve taught design, tools and process.
I’ve led teams on products including Windows 11, Lloyds and NatWest banking, Channel 4’s streaming app and Amazon’s smart home devices. For the last three years I’ve used AI on commercial projects to research, design, prototype and build. Now I teach the methods I use, review your work myself, and answer questions on Slack between sessions.
I teach the whole product team, in part or together. Designers and product managers can each take their own track, or the team can learn side by side. Either way it’s the same AI-native way of working, weighted to the role, so everyone can build together.
Research, prototyping, design systems and building with AI, across ten hands-on modules. One-to-one or in a small group, from £1,950 + VAT.
See the designer trackYou're strong on product. This track leans into the design and build craft, so you make the thing yourself instead of speccing it. Coming soon.
See the PM trackDesigners, PMs or both. I teach the whole team together, live, so everyone comes out working with AI the same way.
Bring it to your team“I'm finding this course really interesting. As someone who's worked across product and service design for years, I especially appreciate how it organizes concepts and best practices into a clear, usable structure rather than just theory. Darren is a great guide, and I'm excited to keep progressing.”
“Really enjoying the format so far. I appreciate your approach and specific techniques holding it all together. It's a very overwhelming space, and you're cutting through the noise in a personalised way.”
“Super impressed with Darren's ProtoPilot course so far. I had tried using AI for prototyping so assumed I would get most out of the more technical hands-on stuff. But the first few lessons framing my experience of using AI and introducing the right mental models have already proved to be invaluable in how to think about AI as a tool for design. Highly recommend Darren as teacher!”
I run the course one-to-one and in small groups. Register your interest and I'll get in touch personally with the next dates, the price and how to enrol.
Places are limited, since I work with each person directly.