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Creative & Personal

HTM Tram Maintenance Chatbot

This concept explores how AI search and retrieval can support maintenance technicians with quick access to procedures, fault codes, and safety instructions in a transport setting.

HTM Tram Maintenance Chatbot
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Challenge

  • Maintenance knowledge is often spread across manuals, schedules, and internal procedures, making fast retrieval difficult in day-to-day work.
  • The interface needed to feel practical for technicians rather than experimental or overly complex.

Approach

  • Shaped the experience around focused maintenance queries, fault support, inspection intervals, and safety context.
  • Used a clean UI and retrieval-first framing to show how AI can augment technical operations without replacing existing processes.

Outcomes

  • Created a strong demonstration of applied AI outside healthcare, useful for conversations about operations, field support, and internal knowledge tools.
  • Showed a transferable pattern for domain-specific assistants in maintenance-heavy environments.