Simulate at scale
Lighting-speed micro-simulation across roads, districts, highways or entire cities
One platform. More perspective.
The CityMos simulation platform creates digital twins of existing and planned transport systems. It brings vehicles, people, infrastructure, and energy into a virtual environment where you can explore change before it happens.
Lighting-speed micro-simulation across roads, districts, highways or entire cities
Compare what-if scenarios for public transport, fleets, traffic systems, and infrastructure.
Investigate energy use, charging demand, and environmental impacts before investing.
From our clients and partners
We engaged intobyte’s services for a project involving autonomous electric buses. Using CityMoS, we successfully evaluated key operational parameters for our proposed deployment and simulated a first-in-nation approach of using AV platooning. The team demonstrated a high level of professionalism and delivered compelling results within tight deadlines.
We were highly impressed by the professionalism and expertise of the intobyte team throughout the BISTWIN project. They provided the CityMos framework with excellent support and ensured timely delivery of a robust digital twin solution. Their flexibility in integrating additional features tailored to our project needs was particularly valuable. intobyte’s team includes top experts in micro-mobility simulation, and their contributions made a real difference to the success of our work.
The multi-year research collaboration between the CityMoS team and myself has been one of the most rewarding experiences during my stay in Singapore and beyond. Our work has been focused on modeling drivers’ behaviors in a mixed autonomous-human driving scenario and has extended the capabilities of CityMoS for the development and testing of autonomous driving algorithms and the study of traffic congestion effects. Looking forward to many more years of collaboration!
CityMoS helped us to optimize the operational KPIs of autonomous electric vehicle fleets in public transport systems. Its capabilities are unique in the market, offering a wide variety of functionality from microscopic to macroscopic transport planning tasks. It is easy to use and facilitates insightful conclusion through comprehensive reporting.
It was a great experience working with the energetic CityMoS team to develop high-performance solutions and witnessing its development over the years. I'm so happy to see that the CityMoS now has become a full-fledged mobility simulator with an array of features and has been used in developing so many applications.
This collaboration between the research teams and relevant government agencies allows for integration of the best from two research institutes to address national level challenges.
City-scale microscopic mobility simulation as enabled by CityMoS opens the pathway for a range of interesting applications such as studying large-scale effects of car-to-everything communication or supporting the transition to electric vehicles by providing fine-grained spatiotemporal insights on individual charging behaviour.
The cooperation with the leading experts of TUMCREATE is an important milestone on the way to future smart mobility and transportation solutions. The joint lab is a reference example for close academic-industry cooperation and effective transfer of research results driven by academic flagship institutions to industry.
Customers & collaborators





In the conversation
Explore the stories, research, and perspectives behind CityMoS.
CNA Singaporean public broadcast service coverage on the EV simulation model using CityMoS.
Watch videoCityMoS showcase at the 2022 ITS World Congress, presenting a market-ready mobility simulation product matured from research in Singapore.
Read moreDr Eckhoff explains what sets CityMoS apart and how the mobility simulation platform can be implemented in other cities.
Read moreSingapore Business Review features the SITEM project, developed with CityMoS.
Read moreTUM features CityMoS and how the team takes scientific knowledge from the lab to the real world in Singapore.
Read moreA magazine for the German-speaking community explores the Singapore Green Plan and the role CityMoS plays.
Read morePages 29–30 of NRF’s publication explain how CityMoS helps Singapore plan for an electric vehicle future.
Read moreEdition 28 explores how TUMCREATE simulations model EV charging and the behaviour of the power grid in Singapore.
Read moreCityMoS is part of the first island-wide integrated model providing a comprehensive impact analysis of projected EV charging demands.
Read moreA feature on how the CityMoS simulation platform supports vehicle electrification.
Read moreAn optimised, flexible and demand-oriented solution integrating charging, logistics, energy and mobility management for electric vehicles in logistics depots.
Read moreInnovations Report features the application of CityMoS in Singapore to model an entire city state.
Read moreIndia’s Odisha Diary Foundation features how CityMoS supports Singapore in electrifying transportation.
Read moreThe magazine for technical and scientific articles features CityMoS and its application in Singapore.
Read moreSmarterWorld covers how CityMoS is being applied in Singapore.
Read moreA feature from the German government’s portal for international cooperation in education, science and research.
Read moreThe Swiss publication reports how CityMoS includes commuter traffic and urban public transport.
Read moreThe science and research news portal features how CityMoS supports Singapore’s electrification goals.
Read moreSee what’s possible
From the city to the depot, find the right perspective for your next project.