Operational
Mechanism.
Technical details of field integration, data flow, and autonomous decision algorithms.
Edge Hardware
Artificial Intelligence
Navigation (SLAM)
SLAM with positioning at escalator start and end points
Perception & Analysis
Escalator Motor, Gear and Chain Sound Frequency Analysis; Wear Score Calculation
Autonomous Workflow
The robot stops at the start and end of each escalator, collecting 10-second acoustic and vibration data.
AI classifies abnormal squeaking, knocking, and wear sounds by comparing motor, gearbox, and chain sounds against reference baseline.
Each escalator assigned a 'health score'; automatic service call opened with maintenance company when score drops.
Escalator shutdown recommendation transmitted to facility management when sudden breakdown risk detected; accident risks eliminated.
Operational ROI.
Strategic Decision.
Annual $45,000 maintenance and compensation savings. ROI: 2.3x
Reduces escalator-related customer injury incidents by 94%; decreases unplanned escalator downtime by 78%.
Example modelling — not realised customer data. Calculated assuming roughly $20,000 total investment (robot, integration and commissioning); actual results vary by facility, shift count and configuration. Request a quote for a calculation specific to your organisation.
Review Your Custom
Autonomous Operation
Plan On-Site.
Our engineers are ready to present this robotic integration plan, specially simulated for your facility, to your team. Let's confidently launch your business's digital transformation.