Applications

TRANSPORTATION

Improve Operational Efficiency

We provide real-time actionable insights that can help transportation companies drive better planning by optimizing crew scheduling.

Maximize end-to-end customer experience

Through precise forecasting, demand and capacity management, and predictive analytics, we help companies improve the interaction with end-custmers and retain the relationship with them.

CREW SCHEDULING SYSTEM

The system generates duty schedules that minimize total number of duties and split duties, subject to various labor rules imposed by management. It reduced total number of drivers needed to cover all train services by about 10-15% for various scenarios.

ADVANCED TRAIN OPERATIONS MANAGEMENT SYSTEM

The system is a platform developed for SMRT to manage the daily train captains’ rostering and deployment. It provides a windows client for RSMs and CMTs to manage the train captains (TCs), a mobile App for TCs to interact with the system to report their duty, and a web client for managers to view online reports regarding daily operations.

BUS ARRIVAL TIME FORECAST SYSTEM

The system is developed for SMRT Bus service. It utilizes the real time GPS signal sent from buses as well as the dynamic schedule loaded from existing legacy system to forecast the arrival time of buses at various bus stops. It achieves an accuracy of more than 90% with ±2 minutes error.

TRAIN TRAVEL TIME FORECAST SYSTEM

The system is developed for SMRT Train service. It utilizes the real time ATSS signal combined with planned timetable to forecast the travel time from one station to another at given time.

FARE DETERMINATION AND APPORTIONMENT

The Trainload Estimation, Fare Determination and Apportionment (TLFDA) system is designed to assist planners of SMRT in managing train schedules, analyzing trainloads, and determining train fares.

EDUCATION

LearningANTS

LearningANTS is an innovative online differentiated learning system designed to oversee the mastery of core subjects, particularly mathematics. Utilizing sophisticated data analytics algorithms, it examines students' learning behaviors and tailors personalized learning schedules to enhance their educational journey.

LEARNINGANTS ( LEARNING VIA ANALYTICS NETWORKED TUTORING SYSTEM)

LearningANTS is an online differentiated learning system that is developed to manage the learning of such core subjects as mathematics. It uses advanced data analytics algorithms to analyze the learning behavior of students and propose customized learning schedule on personal basis.

Visit LearningANTS.com

PUBLIC SERVICES

Manpower Management

The real-time optimization system plays a crucial role in enabling the service industry to enhance the management of both human and physical resources, contributing to improved overall performance.

MANPOWER MANAGEMENT

The engine is adopted for the Patrol Rostering System and reduced resource undersupply hours by more than 5%.

MATERIAL ALLOCATION SCHEDULING SYSTEM

Unlock Business Potential

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Unlock the full potential of your business with our dedicated team. We're here to not just analyze, but to deeply understand your unique challenges. From there, we craft personalized solutions, ensuring every aspect of your business thrives. Let's turn obstacles into opportunities, together.

TRANSPORTATION

Improve Operational Efficiency

We provide real-time actionable insights that can help transportation companies drive better planning by optimizing crew scheduling.

Maximize end-to-end customer experience

Through precise forecasting, demand and capacity management, and predictive analytics, we help companies improve the interaction with end-custmers and retain the relationship with them.

The system generates duty schedules that minimize total number of duties and split duties, subject to various labor rules imposed by management. It reduced total number of drivers needed to cover all train services by about 10-15% for various scenarios.

The system is developed for SMRT Bus service. It utilizes the real time GPS signal sent from buses as well as the dynamic schedule loaded from existing legacy system to forecast the arrival time of buses at various bus stops. It achieves an accuracy of more than 90% with ±2 minutes error.

The system is developed for SMRT Train service. It utilizes the real time ATSS signal combined with planned timetable to forecast the travel time from one station to another at given time.

The Trainload Estimation, Fare Determination and Apportionment (TLFDA) system is designed to assist planners of SMRT in managing train schedules, analyzing trainloads, and determining train fares.

EDUCATION

LearningANTS

LearningANTS is an online differentiated learning system that is developed to manage the learning of such core subjects as mathematics. It uses advanced data analytics algorithms to analyze the learning behavior of students and propose customized learning schedule on personal basis.

LOGISTICS

Improve Operational Efficiency

Our optimization engine aids logistics companies in refining AGV routing, contributing to improved operational efficiency and potentially enhanced profitability.

Developed an optimization engine, using CPLEX for AGV routing. The algorithm beats many best-published results on routing benchmark problems.

PUBLIC SERVICES

Manpower Management

The real-time optimization system plays a crucial role in enabling the service industry to enhance the management of both human and physical resources, contributing to improved overall performance.

The engine is adopted for the Patrol Rostering System and reduced resource undersupply hours by more than 5%.

Support material allocation scheduling for service industry through the real-time optimization system developed using iLog Scheduler.

Key Collaborators

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