Train Maintenance

Using AI Software to streamline train maintenance

 

Sensfix revolutionizes train maintenance by digitizing inspections, automating repairs, and optimizing resource allocation with AI-driven technology. Using computer vision and IoT-enabled sensors, Sensfix automates train interior inspections and brake pad measurements, eliminating manual errors and ensuring compliance with safety standards. Real-time monitoring and predictive analytics empower railway operators to detect anomalies early, reducing downtime and improving operational efficiency. AI-driven rule-based automation streamlines maintenance workflows, ensuring faster issue resolution and minimizing unplanned service disruptions. By replacing paper-based processes with a fully digital system, Sensfix helps train companies cut maintenance costs, enhance safety, and maximize fleet reliability. See a train maintenance with AI software case study.

Train maintenance CMMS Software
Train maintenance software using AI - maintenance technician scanning a screen with a maintenance application

Example Use Cases

  • Label Damage Detection – AI identifies torn, faded, or peeling labels that need replacement.
  • Brake Wear Assessment – Computer vision detects break wear levels against parameter.Seat Wear & Tear Analysis – Computer vision detects rips, stains, and cushion deterioration, classifying damage severity.
  • Fastener Alignment Inspection – The system checks if fasteners are properly secured and flags any misalignments.
  • Defective Light Identification – AI pinpoints non-functional lighting within train compartments.
  • Fire Extinguisher Label OCR – Automated text recognition ensures fire extinguisher labels are legible and within compliance dates.
  • Window Visibility & Scratches Assessment – The system analyzes window conditions, identifying scratches or dirt affecting passenger visibility.
  • Hand Support Damage Detection – AI assesses wear and tear on handrails to help prevent structural failures.
  • Red Tag Condition Check – AI verifies the presence and positioning of safety tags on door handle boxes. 

Our Locations

We are truly global startup headquartered in San Francisco with operating offices in Poland, South Korea and a representation in the UK

USA

490 Post ST, Suite 526, San Francisco, CA 94102, USA

Far East

20, Pangyo-ro-289 Beongil, Seongnam-si, S.Korea 13488

Europe

Sensfix sp. z o.o. al. Kościuszki 101, 90-441 Łódź