PREDICTIVE & FORECAST MODELLING
MRD builds advanced statistical and mathematical techniques to create models that predict future behaviour.
- Based on historical, internal, external and forecast data
- Used in recommendation systems and predict behaviour
- Used to automate operational processes
SIMULATION & OPTIMIZATION SOLUTIONS
MRD offers solutions that enable organizations to go beyond retrospective analytics to anticipate various scenarios (best, likely worst), assess alternatives, and develop plans to choose the best course of action for a given situation
- Include optimization, simulation, game theory and decision-analysis methods.
- Ideal for organizations operating in dynamic scenarios to made fact-based decisions.
- Based on Operations Research and Metaheuristics.
AUTO MACHINE LEARNING
MRD has developed its own Auto Machine Learning product that enables business and pricing experts with limited data science knowledge to build high accuracy dynamic pricing models.
- Based on bayesian optimizations and stacked ensemble modelling
- Stemming from 10 years of experience and expertise in the pricing domain
- Enabling speedy implementation of high accuracy models