“It gave a rig electrician the structure of a dev team, and that’s what got me off the ground.”
Darren Mitchell, Founder, Smart Maintenance Systems
Marine electrician · twenty years offshore · not a developer
What came of it, as they reported it
- Built Smart Maintenance Systems, an AI-powered maintenance and safety platform for the maritime industry
- Won a £50,000 Innovate UK Smart Grant
- Accepted into NVIDIA’s Inception programme
- Presented as a case study at Ocean Tech Expo
- Completed the Tech South West Growth Forge programme
- Launched SMS Workboat, a compliance system for small commercial vessels
I’m a marine electrician. Twenty years offshore, working on everything from crane barges to research vessels. I am not a developer, and not long ago I couldn’t build software to save my life.
What I had was twenty years in vessel maintenance, hitting the same issues and the same hurdles over and over again, across different vessels and different companies. Nobody ever fixed them properly. And somewhere along the way I worked out how I’d solve it, a way to bring AI in and actually make life easier for people like me, the ones doing the work. I knew exactly what needed building. I just had no way to build it.
What makes it work for someone like me is the way it orchestrates the job. I don’t know how to architect software. I don’t know the right order to build things in, how to catch my own mistakes, or what “good” even looks like. Shadow Clone handles that. It breaks the work into proper stages, plans before it builds, builds in focused passes, then has a second AI review the work before it tells you it’s done. When you’re on your own with no team, that review is like having someone looking over your shoulder who actually knows what they’re doing.
On my own with a raw AI, I got a mess, half-finished bits, things breaking, no idea why. Shadow Clone gave the work an order and a discipline I didn’t have and couldn’t have provided myself. It’s not just “AI writes code for you.” It’s AI working like a proper development team, planning, building, reviewing, so that someone with no experience ends up with something solid instead of a pile of broken parts.
If you’ve got something in your head you don’t know how to build yet, this is the tool that shows you that you actually can. That’s exactly what it did for me.