Predictive maintenance prototype for Bombardier
By Andreas Markewärn profile image Andreas Markewärn
2 min read

Predictive maintenance prototype for Bombardier

Vision and prototypes for Bombardiers maintenance platform MDC (Maintenance & Diagnostic Centre).

As part of Bombardier’s ambition to modernise its Maintenance & Diagnostic Centre (MDC) platform, a collaborative effort was launched to explore how AI and predictive technologies could reshape future maintenance operations across rail systems.


The engagement focused on defining a visionary concept for MDC - shifting from reactive servicing to data-driven, preventive maintenance powered by AI and deep learning. Working closely with domain experts and field technicians, the project broke down complex workflows into actionable use cases and scenario-based user journeys.

Through vision design sprints and stakeholder collaboration, multi-device prototypes were developed to visualise how maintenance routines could adapt to real-time data inputs and predictive models - streamlining diagnostics, reducing unplanned downtime and improving operational efficiency.

Scope included:

  • Interviews with engineers and product owners
  • Use case analysis across urban rail and metro systems
  • Scenario development and workflow mapping
  • Vision concepts for AI-supported diagnostics and alerts
  • High-fidelity prototyping of a multi-platform interface
  • Final concept presentation and strategic report

The work was selected by Bombardier for being representative of their innovation work and to validate product-market fit by showcasing it as part of their exhibition at InnoTrans Berlin — the world’s leading trade fair for transport technology — and received strong endorsement from Bombardier’s executive leadership as a forward-looking benchmark for maintenance innovation.

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By Andreas Markewärn profile image Andreas Markewärn
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