AI & Analytics
In God we Trust, Everyone Else Must Bring Data
Analytics based on optimization
At RTS our unique approach combines Optimization and Business Analytics, and is at the core of everything we do. We have developed forecasting and optimization models for demand, capacity, and customer behavior. In addition, we have worked on modeling and analysis of capacity planning, resource allocation, contract planning, routing, and pricing. Our revenue management, pricing, and scheduling software solutions incorporate industry leading machine learning algorithms, statistical forecasting and network optimization models. We have deployed operations research techniques to solve real-life challenges in the travel and transportation industry over the last thirty years which enabled our customers to make better decisions.
Areas covered
-
Strategy & AdvisoryDeveloping a comprehensive data strategy to support business goals and advising on the best platforms and technologies for data and analytics to accelerate AI adoption. -
Data EngineeringCombining data from various sources to create a unified view, building and managing data warehouses for efficient data storage and retrieval, and implementing big data technologies to handle large volumes of data to get granular insights through smooth and efficient data pipelines. -
AI & Machine LearningUncover hidden patterns, trends, insights using cutting-edge ML. Build, scale, deploy, monitor the models and associated predictions and forecasts, enabling informed decision-making. Developing and deploying ML models to solve business problems. -
Customer AnalyticsAnalysing customer data to improve marketing and sales strategies. -
Operations and Planning AnalyticsOptimizing operations and planning processes through data-driven insights
Key benefitsOur analytical capabilities
Statistical Analysis of data
- Cost modelling
- Price elasticity
- Relationships between business variables
Predictive Analytics and Forecasting
- Demand
- Customer behaviour
- Supply
- Model selection
Revenue Management
- Inventory control
- Space allocation
- Allotment planning
Pricing
- Dynamic pricing
- Target pricing
- Customer value pricing
- Strategic pricing
Scheduling
- Routing
- Schedule analysis
- Fleet management
- Shift scheduling
Transportation Planning
- Depot location
- Tracking
- Mode selection
Visualization
- Dynamic workflows
- Route selection
- Enhanced dashboards
Resource Allocation
- Capacity planning
- Product planning
- Distribution planning
- Inventory control