An experimental showcase exploring what happens when AI collaborates with a solo developer across multiple industry domains. These apps are built for learning and showcasing — not as commercial products.
Every app you see here was designed, built, and shipped by a single developer in Wales working alongside AI. They exist as experiments — to explore the boundaries of what AI-assisted development can achieve across completely different industry domains.
We put real software in front of real users within weeks, not quarters. Feedback is our fuel.
AI isn't just our tool — it's our collaborator. Every line of our code has been shaped by human-AI partnership.
Each experiment dives deep into a different industry. The challenge is learning new domains fast, with AI bridging the knowledge gaps.
We talk to our users like human beings. No jargon walls, no corporate speak, no hiding behind a helpdesk.
We build from Wales with the audacity to serve the world. Cymru am byth.
These apps don't just coexist — they share patterns, components, and lessons learned. Each experiment improves the next.
Each app explores a different industry domain — built to test how far AI-assisted development can go. All data is from public sources; all content should be treated as experimental.
An experimental cost estimation tool. Place assets on a real map, let AI design agents optimise layouts, and explore parametric cost models — all in the browser.
Turn a brief into a fully costed, professionally structured proposal — with Gantt charts, resource plans, and risk registers. AI does the heavy lifting; you steer.
Exploring AI-powered image analysis for hazard detection. Experiments with automated document generation, GPS tracking features, and AI-driven compliance workflows.
An experiment in environmental data visualisation. Aggregating publicly available datasets into interactive dashboards, maps, and analytics tools — exploring what public data can reveal.
An experiment in real-time public data aggregation. Automated imports from public sources, interactive mapping, route planning, and price comparison — testing what's possible with open data.
An experiment in mobile-first workflow design. Guided processes, photo capture, document generation, and multi-tenant architecture — exploring how AI can scaffold complex operational tools.
AI-powered NEC3 & NEC4 contract negotiation support. Multi-agent analysis of contractual issues, strategies, and draft responses — built for project managers and commercial leaders.
A multi-tenant booking platform experiment. AI-powered industry templates, subdomain-per-business, public booking flow, and a calendar-first admin dashboard — from garages to clinics.
Each experiment tackles a completely different domain — from cost estimation to environmental data to field operations. All built with AI as a collaborator.
A fo ben, bid bont.
"He who would be a leader, let him be a bridge."
— Welsh proverb
These experiments don't just use AI as a feature — AI is genuinely part of the development process. Every architecture decision, every algorithm, every user experience has been shaped through human-AI collaboration.
This isn't outsourcing thinking — it's augmenting it. A solo developer brings curiosity and a willingness to dive into unfamiliar domains. AI brings relentless capability and a fresh perspective. Together, they produce what would normally require a much larger team.
"One developer, one AI, countless experiments — exploring the future of software."
We choose our tools carefully — battle-tested foundations, cutting-edge where it counts.
Whether you're interested in how these experiments were built, want to share feedback, or just fancy a chat about AI-assisted development — feel free to drop a message. This is a personal project, not a business.
"Gorau Cymro, Cymro oddi cartref" — The best Welshman is one who ventures forth.