Data Science & Advanced Analytics

We integrate traditional and new data streams using AI and advanced modeling to provide clear insights. This reduces uncertainty and improves planning, investment, and operational decisions.

Strategy & Policy

Data-Driven Decision Support

We help clients make confident decisions by turning complex data into clear, actionable insight. MCRIT combines deep expertise in transport, infrastructure, and urban systems with advanced analytics to produce insights that technical, financial, and policy stakeholders can trust.

Advanced Analytics and Modeling

We assess data availability and limitations, then design fit-for-purpose approaches that integrate traditional sources (surveys, counts, administrative records) with new data streams (ticketing, GPS, sensors, mobile data). Using advanced modelling and AI where it adds value, we deliver transparent forecasts, scenario testing, and decision-support tools, backed by strong visualization and a clear narrative, to reduce uncertainty and improve investment, planning, and operational decisions.

Discover the different ways we can help you

Demand modeling, revenue forecasts, big data & artificial intelligence

Integrated demand and revenue forecasting using robust models, big data pipelines, and targeted AI.

related projects
We develop demand and revenue forecasts to support business cases, pricing, procurement and investment decisions. Our approach combines established modelling techniques (including multi-step transport models and scenario-based forecasting) with new data sources such as ticketing, GPS traces, sensors and mobile data, always starting with data quality, representativeness and bias checks. Where it adds value, we apply AI to improve prediction, automate data processing and identify patterns beyond traditional methods, while keeping results transparent, interpretable and auditable. Deliverables include forecast ranges, sensitivity analysis, key risk drivers and clear documentation that decision-makers, lenders and stakeholders can rely on.
Advanced micro and macro transport simulations

Micro and macro simulations to test operations, capacity, priority measures, and network-wide impacts.

related projects
We use simulation to understand how systems behave in real conditions and over time. At the micro level, we model vehicles, cyclists, and pedestrians as individual agents to test intersection designs, signal plans, public transport priority schemes, and complex operational layouts, capturing dynamic and stochastic effects that shape reliability and safety. At the macro level, we model large multimodal networks to assess strategic scenarios: changes in supply, land use, economic activity, policy measures, and capacity constraints. This combination helps clients link operational reality to strategic planning, identify bottlenecks early, and select interventions that perform in practice.
Systems Development: intuitive wayfinding and information systems

User-centered digital platforms for intuitive information, monitoring, and decision support.

related projects
We design and develop systems that make complex networks understandable and usable by operators, planners, and the public. This includes intuitive wayfinding and information frameworks, as well as monitoring and reporting platforms that integrate structured datasets and raw/big data sources into clear insights. Our tools are built with a user-centered, iterative approach: defining needs with users, prototyping, testing, and refining until the interface supports real workflows. We combine GIS (including network-oriented spatial data models and topologies) with interactive dashboards, maps, and analytics modules for scenario setup, data import, and automated reporting.
Research & Innovations: pushing the boundaries of industry best practices

Applied R&I that turns emerging methods into operational tools, transferable models, and lasting capability.

related projects
We participate in research and innovation programs to develop advanced methodologies and software systems for data management, modelling, and visualization, and then translate that work into practical solutions for clients. Our focus is applied: building tools and models that can be adopted, maintained, and improved over time. We work across areas such as big data and IoT integration, AI-enabled decision support, scenario-based forecasting, and next-generation simulation. This includes developing proprietary and hybrid systems (integrating commercial platforms where useful) and transferring models to institutions for long-term use, supporting continuous improvement, stronger governance, and better decisions as conditions evolve.

Speak with our team of experts

Strategic planning and foresight for sustainable urban futures

DISCOVER OUR SERVICES

VIEW OUR PROJECTS