Data integration
Bring together live data on buses, Bus Captains, road conditions, service performance, vehicle health and depot systems
CASE STUDY | OPERATIONS CLARITY
Creating a Single Operational Picture Across Nation-wide Bus Operations
Bus 4.0
A new control centre with real-time, end-to-end fleet visibility enables earlier risk detection, faster coordination and intervention
More reliable journeys through predictive operations
1,500+
Fatigue interventions since implementation
20%
Reduction in bus breakdowns
1,200+
Buses monitored across the network
24/7
Integrated operations visibility
200+
Vehicle parameters monitored for emerging faults
THE CHALLENGE
Managing complexity across a live network of more than 1,200 buses
Fleet operations
Maintain visibility across a large and complex bus network
Safety
Detect driver fatigue and unsafe driving behaviours before incidents occur
Vehicle health
Identify emerging faults early enough to inspect and repair buses before breakdowns
Service regularity
Detect bus bunching and irregular headways early enough for Service Controllers to intervene
Situational awareness
Bring fragmented operational information together into a single view for faster, more consistent decisions
Disclaimer: The Bus Captain (BC) information shown is sample data only and does not reflect any real BC account or production environment.
Creating operational clarity
Turning real-time visibility into earlier action — Bus 4.0 connects data, detection and frontline intervention in a continuous operational workflow.
Hazard detection
Use AI and telematics to identify fatigue, unsafe driving, bus bunching, road hazards and emerging equipment faults
Risk surfacing
Surface relevant risks to Service Controllers through a single integrated operational view
Procedural intervention
Apply defined procedures to address issues before they escalate or affect commuters
Stronger coordination
Align operational teams and deploy mobility resources through a unified command centre during disruptions
KEY INSIGHT
Earlier visibility creates more room to act
Operational performance improves when emerging issues are identified before they become incidents and teams share a common operational picture for faster, more consistent coordination. When AI is paired with clear intervention procedures and human judgement, integrating operations, maintenance and workforce information strengthens both safety and reliability.
TARGETED INTERVENTIONS
From fragmented information to one operational picture
Intelligent Operations Control Centre
Gives Service Controllers one integrated view across fleet deployment, service conditions, bus health, charging status and safety alerts
Connected fleet
Use AI and telematics to detect fatigue, unsafe driving, vehicle-health issues, road hazards and bus-bunching risks before they escalate
Smart depot
Use charging management, autonomous inspection and IoT monitoring to improve depot visibility, predictive maintenance and operational responsiveness
Enabled workforce
Combines training, data-based feedback and technology-enabled tools to strengthen frontline capability and safer decision-making
AI-supported intervention
Surface emerging issues while predefined intervention procedures help Service Controllers respond consistently and retain operational authority
REGULATORY PRIORITIES
Designed for safer, more resilient and future-ready operations
01
Safety by design
Continuous monitoring supports earlier detection of fatigue, unsafe driving and road hazards
02
Prepared for electrification
Charging infrastructure and battery-health monitoring support a growing electric bus fleet
03
Scalable operations
Integrated command-and-control systems support future fleet and service growth
04
Frontline empowerment
Technology augments frontline employees, helping them make better, faster and safer decisions
Capabilities in action
Operations & Command Centres + Fleet Operations Management + AI & Predictive Analytics + Workforce Transformation + Depot Digitalisation + Intelligent Transport Systems + Asset Health Monitoring + Automation & Robotics + Data Integration Platforms + Operational Decision Support Systems
OUTCOMES
Predictive fleet reliabilityUnified operational commandProactive safety intervention
1,500+
Fatigue interventions since implementation
20%
Reduction in bus breakdowns
1,200+
Buses monitored across the network
24/7
Integrated operations visibility
200+
Vehicle parameters monitored for emerging faults
“SMRT has made significant progress in harnessing technology to improve operational oversight. Bus 4.0 provides a unified view of operations and serves as an additional set of eyes on the ground, helping teams detect risks earlier and make faster, better-informed decisions.”
Mr Sean Tan
Ministry of Home Affairs, Singapore
Ready to create operational clarity across your network?
See what matters most. Build integrated operational systems that enable earlier intervention, stronger performance and better outcomes.