Prototypes & demos
Tram Maintenance Assistant
An AI assistant for tram maintenance teams: find procedures, fault codes and safety instructions in one chat. Self-built concept demo, not a transport operator commission.

The assignment
- Maintenance knowledge often sits in manuals and procedures, hard to find during day-to-day work.
- Any assistant had to feel practical for technicians, not like a complex IT tool.
How we worked
- I scoped the demo around real maintenance questions: faults, procedures and safety context.
- Built a simple chat experience that answers from curated knowledge, as proof of what a client project could look like.
Result
- A working demo that shows how teams can retrieve domain knowledge faster in chat.