Top 64 Innovative Smart Mobility Companies and Startups in the World

Here is a list of the top 64 innovative smart-mobility startups and companies that are leveraging technology to make a positive impact on society.

The Omdena “Impact Tech Leaders Series” includes game-changing startups, stories, and thought-leadership pieces from leading impact ventures solving real-world problems.

Introduction

In today’s rapidly evolving world, the concept of smart mobility has gained significant attention. From self-driving cars to electric scooters, there are numerous companies and startups that are revolutionizing the transportation industry. In this blog post, we will explore the top 64 smart mobility companies and startups around the globe, highlighting their innovative solutions and contributions towards creating a sustainable and efficient transportation ecosystem.

What is Smart Mobility?

Smart mobility refers to the integration of technology and transportation systems to create more efficient, sustainable, and convenient mobility solutions. It encompasses various innovations that aim to improve the way people move within cities. From smart traffic management systems to shared mobility services, smart mobility is transforming urban transportation.

In modern cities, smart mobility plays a vital role in addressing the challenges of population growth, traffic congestion, and environmental sustainability. By leveraging data, connectivity, and advanced technologies, smart mobility solutions help optimize transportation networks and enhance the overall quality of life for urban dwellers.

Benefits of Smart Mobility

1. Reduced Traffic Congestion

One of the key benefits of smart mobility is the potential to alleviate traffic congestion in cities. By implementing intelligent transportation systems, such as real-time traffic monitoring, predictive analytics, and adaptive traffic signal control, authorities can dynamically manage traffic flows and optimize routes. This leads to smoother traffic patterns, reduced travel times, and minimized congestion on roadways.

2. Improved Transportation Efficiency

Smart mobility solutions enable more efficient transportation options for commuters. Integrated multimodal systems that combine public transportation, ride-sharing services, and bike-sharing programs offer individuals a range of choices to reach their destinations. Real-time information about public transport schedules, availability of shared vehicles, and optimized routing algorithms make commuting more seamless and convenient.

3. Enhanced Sustainability and Environmental Impact

Smart mobility also contributes to a greener and more sustainable urban environment. By promoting alternative modes of transportation like electric vehicles and bicycles, cities can reduce emissions and improve air quality. Additionally, intelligent transportation systems can optimize traffic flows to minimize fuel consumption and carbon dioxide emissions. These efforts towards sustainability are crucial in combating climate change and creating livable cities for future generations.

Future Trends in Smart Mobility

1. Integration of Autonomous Vehicles

Autonomous vehicles are poised to revolutionize the way we commute. With advancements in artificial intelligence and sensor technologies, self-driving cars have the potential to enhance safety, reduce congestion, and optimize traffic flow. The integration of autonomous vehicles into existing transportation systems will require careful planning and regulation.

2. Expansion of Shared Mobility Services

Shared mobility services such as ride-sharing platforms and bike-sharing programs have gained popularity in recent years. This trend is expected to continue as cities strive for more sustainable transportation options. By optimizing vehicle utilization and reducing private car ownership, shared mobility services contribute to reduced traffic congestion and improved air quality.

3. Development of Smart Transportation Networks

The future of smart mobility lies in the development of interconnected transportation networks. These networks will enable seamless integration between different modes of transportation, including public transit, micro-mobility options, and freight logistics. Real-time data sharing, advanced routing algorithms, and predictive analytics will make transportation more efficient and user-friendly.

Top 64 Smart Mobility Companies and Startups to Watch in 2023

The order does not follow a ranking.  

1. Swiftly

Swiftly is a startup that is revolutionizing public transportation through the use of technology for smart mobility. With their best-in-class public transportation software, Swiftly is improving the efficiency and reliability of daily operations and planning for agencies around the globe. One of the key features of Swiftly is its ability to improve information reliability for passengers. By integrating data from over 80,000 transit vehicles daily, Swiftly provides real-time passenger information and industry-defining prediction algorithms, enhancing the rider experience and boosting on-time performance. Swiftly also simplifies onboard hardware management systems, making it easier for transit agencies to manage their equipment. 

Additionally, Swiftly allows agencies to share data throughout the transit ecosystem, enabling collaboration and improving overall efficiency. With over 7,000 active users and powering 2 billion passenger trips annually, Swiftly is making a significant impact in the public transportation industry. Through intuitive data visualizations and optimization tools, agencies can plan and evaluate service changes based on billions of historical data points, leading to improved service reliability and operational efficiency. 

• Founder(s): Will Dayton, Jonathan Simkin, Michael Smith
• Founding Year: 2014
• Headquarters: San Francisco, United States
• Funding: Venture (Round Unknown)

2. Solum

Solum, a startup focused on solar energy, is revolutionizing the concept of smart mobility. With over ten million users of personal mobility vehicles in Spain, Solum recognizes the need for dedicated parking and charging spaces for scooters and bicycles. Currently, users face the challenge of finding suitable parking spots, which often leads to vehicles being left in inconvenient locations, tarnishing the image of city centers. To address this issue, Solum has developed state-of-the-art solar-powered stations for personal mobility vehicles. These stations, available for both scooters and bicycles, are completely sustainable and generate their own energy through Solum’s innovative solar floor technology called Arena. This ensures that the energy used is environmentally friendly and allows the stations to operate autonomously. 

In addition to providing sustainable energy, Solum’s stations also prioritize security. Equipped with intelligent and anti-theft locks, these stations offer a safe and reliable parking solution. Users can control the locks through the Solum mobile app, which is available for both iOS and Android devices. The app also allows users to locate the nearest station, check real-time availability, make reservations, park and charge their vehicles, pay through the app, and access customer support via a real-time chat feature. 

• Founder(s): Antonio Garcia-Doncel, Luis Lombardo, Carlos Osorio
• Founding Year: 2019
• Headquarters: Seville, Spain
• Funding: Seed

How do you measure impact?

The core business of Solum is built upon internally developed technology: a unique solar tile in the world (the patenting process has already begun). This tile is capable of generating clean energy thanks to integrated photovoltaic technology within it, seamlessly blending with the urban landscape.

Thanks to this technology, Solum has designed a distinctive product: an intelligent and autonomous station where users can securely park their vehicles (electric scooters or bicycles) and charge them with clean energy. Each station generates more than 1 MWh annually, preventing the emission of over 3 tons of CO2 into the atmosphere.

3. Populus

Populus is a startup that is revolutionizing the way cities manage their transportation systems through the use of technology. With their digital solutions, Populus empowers cities around the world to effectively manage their streets, curbs, and new mobility fleets. By delivering data in over 100 cities globally, Populus is at the forefront of shaping the future of mobility. Cities of all sizes trust Populus as their technology partner to navigate the challenges of shared mobility and advance digital curb management. Through their innovative platform, Populus enables cities to digitally manage their curbs and streets, leading to a safer, more equitable, and sustainable transportation future. 

• Founder(s): Fletcher Foti, Regina Clewlow, Robert Becsenescu
• Founding Year: 2017
• Headquarters: San Francisco, United States
• Funding: Series A

4. Rabbit Mobility

Rabbit Mobility is a startup that is revolutionizing smart mobility through the use of technology. As a micro-mobility sharing platform, Rabbit offers an eco-friendly way for people to ride around town. With a fleet of standing electric scooters and electric bikes, users can easily find the nearest vehicle to them using the mobile app. By scanning the QR code on the scooter’s handlebar, users can unlock the vehicle and start their ride. What sets Rabbit apart is their innovative approach to rentals. 

In addition to the traditional Unlock & Go model, Rabbit also offers Day Rentals where users can request a vehicle for a minimum of 2 days and have it delivered to their location within 24 hours. This flexibility caters to different transportation needs and ensures that users have access to environmentally friendly vehicles whenever they need them.  

Rabbit Mobility also collaborates with cities and real estate developers to operate in selected areas, further expanding their reach and impact. With a focus on user safety and convenience, Rabbit encourages responsible parking and provides a seamless experience through their app. 

• Founder(s): Mohamed Mansoury, Kamal Elsoueni, Bassem Magued
• Founding Year: 2019
• Headquarters: Cairo, Egypt
• Funding: Unknown

How do you measure impact?

At Rabbit Mobility, we gauge our impact by promoting sustainable urban mobility through eco-friendly solutions, enhancing user experiences, and reducing carbon emissions, leading to a cleaner and more efficient urban environment. We measure this through of course our users positive feedback first, ridership data, and carbon emissions savings.

5. Viggo

Viggo is a startup that is revolutionizing urban transportation by combining cutting-edge technology with zero-emission vehicles. Based in Copenhagen, Viggo aims to provide the most environmentally friendly and convenient mobility solution in Scandinavia. With their ride-hailing service, they offer Denmark’s best drivers in electric cars, ensuring a sustainable and eco-friendly transportation experience. 

By utilizing smart technology, Viggo is able to optimize routes and reduce congestion, contributing to a greener and more efficient city. Their commitment to zero-emission vehicles not only helps to combat air pollution but also reduces carbon emissions, making a significant impact on the environment. 

Viggo’s innovative approach to smart mobility has gained popularity among more than 100,000 people who have already joined their mission to drive green. With their app, users can easily book a ride and contribute to a cleaner and greener Copenhagen. 

• Founder(s): Kenneth Herschel, Philip Mourier, Patrick Pereira
• Founding Year: 2019
• Headquarters: Copenhagen, Denmark
• Funding: Unknown

6. bo

bo, a startup focused on reshaping electric vehicles, is making waves in the world of Smart Mobility. With their innovative use of technology, bo is revolutionizing the way we think about e-scooters. One of the standout features of bo’s electric scooters is their Safesteer technology. This groundbreaking system stabilizes and smooths out bumps, road chatter, and potholes, ensuring a comfortable and controlled ride. 

With Safesteer, riders can feel confident and in perfect control of their scooter.  bo also prioritizes convenience and security. Their scooters come equipped with built-in locking and bag carrying capabilities. The deployable cast metal loops make locking effortless, while the Monocurve chassis and Lock and Load system allow riders to carry up to 25kg of stowage without any swinging.  

In addition to their technological advancements, bo is committed to sustainability. Their scooters are designed to last with robust materials and IP65 waterproofing. They also boast a 10-fold energy reduction over the most efficient electric cars, making them lighter on the planet. 

• Founder(s): Harry Wills
• Founding Year: 2019
• Headquarters: Oxford, United Kingdom
• Funding: Unknown

How do you measure impact?

The environmental opportunity in lightweight electric vehicles is obvious; they are the most efficient mode of powered transport yet invented. At Bo we actually obsess about enjoying every journey. What can we do to ensure that every time you travel in your city it is the best experience it could possibly be, something you really look forward to. That is the core principle on which our vehicles are developed.

7. Project 3 Mobility

Project 3 Mobility is revolutionizing urban transportation with their innovative use of technology for smart mobility. This startup is focused on building an urban ecosystem that enables autonomous, safe, and effortless movement for all. By harnessing the power of autonomous mobility systems, Project 3 Mobility aims to make urban drives safer, more pleasant, and hassle-free. With a world-class team of creators and collaborators, Project 3 Mobility is challenging the status quo and redefining urban mobility. Their vision is to create a future where transportation is seamless and efficient, allowing people to move around cities effortlessly. 

• Founder(s): Marko Pejkovic
• Founding Year: 2019
• Headquarters: Zagreb, Croatia
• Funding: Unknown

8. BusUp

BusUp is a startup that is revolutionizing the concept of Smart Mobility through the use of technology. By leveraging advanced digital solutions, BusUp aims to optimize transportation services and improve the overall commuting experience. With their innovative platform, BusUp connects commuters with shared bus services, offering a convenient and efficient alternative to traditional transportation methods. Through their app, users can easily book seats on existing bus routes or even create new routes based on demand. 

BusUp’s technology enables real-time tracking of buses, ensuring accurate arrival times and minimizing waiting periods. This not only reduces congestion and traffic on the roads but also provides a more reliable and predictable commuting experience for passengers. Furthermore, BusUp’s platform incorporates smart routing algorithms, which optimize bus routes based on passenger demand and traffic conditions. This helps to maximize efficiency and reduce travel times, ultimately contributing to a more sustainable and eco-friendly transportation system. 

• Founder(s): Alejandro Canals, Eva Romagosa, Rui Fernandes, Danilo Tamelini
• Founding Year: 2016
• Headquarters: Barcelona, Spain
• Funding: Series A

How do you measure impact?

At BUSUP, we have a very big commitment to measuring and enhancing our impact, and PowerBI Reports play a major role in this work. The main goal of our reports is to evaluate our efficiency gains, cost savings, and route optimization for our clients. These reports also enable us to closely monitor the enhanced experience and reduced commute times of our end-users. Moreover, through PowerBI, we transparently showcase our environmental impact, highlighting emissions reductions and the decrease in traffic congestion, reinforcing our dedication to sustainability and efficiency to both internal and external stakeholders. In addition, we are in the midst of developing BUSUP BRAINER, a proactive tool that optimizes routes in response to rapid changes in demand. This tool uses classification and regression algorithms to analyze historical data (KPIs) and generate Artificial Intelligence (AI) models. These AI models provide error analysis, operational suggestions and predictions based on KPI analysis. BUSUP BRAINER is an innovative solution that aims to improve transportation efficiency and quality.

9. NoTraffic

NoTraffic, the leading IoT platform for urban mobility, is revolutionizing the way we navigate our cities. With over 90 million new vehicles introduced to roads every year and a 12% annual increase in traffic congestion, it’s clear that our current traffic management systems are struggling to keep up. Additionally, 40% of car accidents occur at intersections, despite 99% of signalized intersections still running on fixed timing plans. NoTraffic has developed the first AI-powered traffic signal platform that connects road users to the city grid, addressing these pressing issues. 

By leveraging advanced technology, NoTraffic is able to solve today’s traffic challenges while unlocking smart mobility benefits for cities and creating an entirely new way of life.  The future of mobility is here, and NoTraffic is at the forefront. Their platform enables a variety of customized services and solutions for all road users, including micropayments, micro-mobility options, new business models, and proactive accident prevention. With NoTraffic, cities can embrace a more efficient and sustainable transportation system. 

• Founder(s): Tal Kreisler, Or Sela, Uriel Katz
• Founding Year: 2017
• Headquarters: Tel Aviv-Yafo, Israel
• Funding: Series B

How do you measure impact?

NoTraffic defines and measures our impact by closely aligning our efforts with our clients’ specific goals and objectives. The customer success team plays a pivotal role in this process, facilitating communication and providing support to clients and customers. To gauge our impact, a feedback mechanism was created and implemented which allows customers to provide feedback on various parameters and satisfaction levels. We believe that the basis of our impact measurement should depend on what our customers are trying to achieve. For instance, when working with NVIDIA and Rogers at the University of British Columbia (UBC), they aimed to reduce pedestrian wait times, so we measured our success by tracking this specific metric.

Furthermore, we extend this approach beyond time metrics and also delve into the correlation between car wait times and CO2 emissions, demonstrating how the NoTraffic solution is mutually beneficial to road users and the environment. An understanding that time can equate to both cost savings and reductions in CO2 emissions, allows us to measure our impact not just in monetary terms but also in terms of environmental sustainability. This approach can also be extended to other scenarios, such as tracking and reducing instances of red-light runners, further highlighting the company’s commitment to improving safety and efficiency on the road.

10. Fluctuo

Fluctuo, the leader in mobility enablement, is revolutionizing the way cities and operators make data-driven decisions on mobility strategy and policy. With access to real-time data on over 730 fleets and analysis of 78 million trips per month in 200+ cities worldwide through their innovative platform, City Dive, Fluctuo provides the most exhaustive and precise data on the market. Through their three main features, City Dive, Delta, and Bridge, Fluctuo offers a comprehensive view of the mobility ecosystems in cities across the globe. 

City Dive allows operators and cities to dive deep into the data, enabling them to identify hotspots for shared mobility and inform decision-making for operators, urban planning agencies, and cities. Delta provides geo-datasets to pinpoint hotspots for shared mobility in specific cities, while Bridge connects MaaS providers with operators, accelerating the adoption of shared mobility. 

• Founder(s): Pierrick Paul, Jean-Marc Favaro
• Founding Year: 2019
• Headquarters: Paris, France
• Funding: Venture (Round not Specified)

11. Vianova

Vianova is a startup that is revolutionizing the way cities and transport providers approach smart mobility. With their Mobility Data Platform, Vianova enables cities and governments to make better operational and planning decisions by transforming data into actionable insights. Their platform allows mobility fleets to enhance profitability and compliance through advanced fleet intelligence. 

Additionally, Vianova helps infrastructure providers develop safer vehicles for all road users by providing them with actionable insights. Vianova has already made significant contributions to various cities and transport providers. They have helped VOI maintain compliance requirements while expanding their fleets across multiple markets. They have also improved parking compliance in Brussels and simplified policy management. 

Furthermore, Vianova has supported Stadt Zurich and VBZ in multimodal integration and transport planning. In Helsinki, they have provided innovative analytics on e-scooter operations and usage. By unlocking the power of real-time mobility data, Vianova aims to build more efficient and sustainable transport systems for people and goods. Their privacy by design approach ensures strong security systems and data compliance. With their expertise and interoperable architecture, Vianova enables cities and connected mobility services to integrate and collaborate effectively. 

• Founder(s): Frederic Robinet, Thibault Castagne, Thibaud Febvre
• Founding Year: 2018
• Headquarters: Paris, France
• Funding: Series A

How do you measure impact?

At Vianova, our impact is defined by our ability to empower cities and businesses to improve transportation safety, sustainability, and efficiency through data-driven insights. We measure this impact by transforming complex data into actionable intelligence, facilitating informed decision-making. One key aspect of our impact assessment is enhancing road safety. We analyze extensive mobility and telematics data to identify potential risk areas in cities, even predicting accidents before they occur. By incorporating local conditions and historical data, we enable targeted interventions, leading to improved infrastructure and policies, ultimately saving lives.

Furthermore, we streamline analytics by providing performance and compliance insights to shared mobility operators. Vianova’s dashboard highlights frequently traveled routes, guiding cities in optimizing cycle paths and suggesting ideal locations for mobility hubs. We calculate the potential CO2 savings resulting from these improvements, as seen in Tallinn (over 2000 tons) and Amsterdam (over 50 tons).

Our dedication to environmental impact and efficiency is evident in our work. For instance, in Paris, our telematics analysis optimized curb use, created delivery spaces, and reduced congestion. With a proven track record spanning 150+ global cities and enterprises, we are making a significant impact in reshaping the mobility industry by fostering safer streets, reducing environmental footprints, and enhancing transportation efficiency.

12. Wind Mobility

Wind Mobility, a startup focused on smart mobility, is revolutionizing the way people move around cities by leveraging technology. With a mission to provide sustainable and convenient transportation options, Wind Mobility offers electric scooters that can be easily rented through their user-friendly mobile app. 

Using cutting-edge technology, Wind Mobility ensures that their scooters are always available and ready for use. Through the app, users can locate and unlock the nearest scooter, making it a seamless and efficient experience. The scooters are equipped with GPS tracking, allowing users to easily find them and ensuring their safety.

Wind Mobility’s commitment to sustainability is evident in their use of electric scooters, which produce zero emissions. By promoting eco-friendly transportation, the startup aims to reduce traffic congestion and improve air quality in urban areas. 

• Founder(s): Kai Xia
• Founding Year: 2017
• Headquarters: Barcelona, Spain
• Funding: Series A

13. HOOP Carpool

HOOP Carpool, a startup focused on smart mobility, is revolutionizing the way people commute in cities. By leveraging technology, HOOP Carpool has developed an app that allows users to easily publish and find carpooling routes that suit their daily needs. The app connects drivers and passengers, enabling them to share their regular car journeys to work, university, or any other destination. 

This innovative approach aims to reduce the number of cars on the road, thereby decreasing CO2 emissions and promoting cost-sharing among individuals who use their cars daily. With HOOP Carpool, users can choose their travel companions based on ratings and reviews from other users. The app also offers the convenience of in-app payments, making it easy for passengers to pay their share of the expenses directly.  

In addition to promoting sustainable transportation, HOOP Carpool is also partnering with companies, universities, and municipalities to offer free rides to passengers who study or work for affiliated organizations. This initiative further incentivizes carpooling and encourages responsible vehicle usage. 

• Founder(s): Andrea Garcia, Aguilar Aguilar, Daniel Sanchez, Benito Benito
• Founding Year: 2017
• Headquarters: Madrid, Spain
• Funding: Unknown

How do you measure impact?

Hoop Carpool is an initiative that aims to transform everyday mobility in organizations to be sustainable, cost-effective, and collaborative. The platform facilitates the connection between people who live, work, or study in close proximity, allowing them to share their car journeys.

The impact of Hoop Carpool is assessed at both customer and end-user levels by quantifying the reduction of carbon dioxide emissions, the economic savings achieved and the trips and kilometers shared. This is achieved by increasing vehicle occupancy and reducing individual car use. At the customer level, the percentage of their community that uses carpooling for their daily commute is also evaluated.

So far Hoop already has more than 60 customers in Spain, Portugal, Mexico, and Colombia and more than 80,000 rideshares on the platform.

14. Zoba

Zoba, a startup specializing in smart mobility, is revolutionizing the way cities manage their fleets. With their dynamic fleet optimization technology, Zoba helps cities improve unit economics by ensuring every operational decision is optimized. By automating tasks such as planning, routing, and tracking, Zoba enables cities to streamline their operational performance and maximize their fleet’s potential. 

One of the key features of Zoba’s technology is its decision-automation capabilities, which ensure that fleets are always in compliance with regulations. This not only helps cities avoid costly fines but also promotes a safer and more efficient transportation system. 

In addition to optimizing operations, Zoba also helps cities grow ridership by identifying unmet demand. By analyzing data and patterns, Zoba enables cities to discover new opportunities for expanding their services and attracting more riders.  Zoba’s commitment to innovation and excellence is evident in their recent achievements, including achieving SOC 2 certification, a testament to their dedication to data security and privacy. 

• Founder(s): Daniel Brennan, Joseph Brennan
• Founding Year: 2017
• Headquarters: Boston, United States
• Funding: Series A

15. eBee

eBee Africa is a for profit e-mobility company with a strong social outlook. Through its electric bicycles – designed and assembled in Kenya – it creates durable jobs for women and youth and contributes to liveable cities in Africa. eBee Africa operates a large fleet of riders, who do last mile deliveries for platforms like Jumia, Glovo, Bolt, and Uber. It also offers serviced rental of electric bicycles to businesses and sells directly or via micro-finance companies and banks. eBee Africa is operational in Kenya, Uganda, and Rwanda.

• Founder(s): Jaap Maljers, Joost Boeles, Sten van der Ham, Isidoor Maljers
• Founding year: 2021
• Headquarters: Nairobi/Amsterdam
• Funding: Seed

How do you measure impact?

eBee Africa is an impact business. Next to impacting United Nations Sustainable Development Goals 1, 3, 5, 8, 11, 12 and 13, eBee has also developed five Impact areas which it focuses on. Targets have been set and are being measured and reviewed on a monthly basis.

• Environment: reducing CO2 emissions per KM ridden on an electric bicycle.
• Economic development: creating direct jobs, reducing costs for delivery riders and reducing time and money spent on commuting.
• Equality: focus on creating jobs for women (50% of office/workshop) and 25% of riders) and youth (75% of riders).
• Health: cycling improves health conditions (fitness and mental well being).
• Mobility: cycling reduces congestion.

eBee’s technology platform enables measuring impact KPIs in an accurate way. This includes data generated by its smart connected electric bicycles which measures rider demographics and behaviour, KMs ridden, geotracking, battery energy consumption and bicycle occupation.

16. Parqour

Parqour, a startup focused on smart mobility, is revolutionizing the parking experience through innovative technology. With a range of sophisticated and powerful solutions, Parqour aims to transform the way we park our vehicles. Using automatic number plate recognition (ANPR) technology, Parqour’s web-based service platform gathers and processes information, allowing for efficient management of parking environments. Their mobile app and back-office management system streamline parking compliance and enforcement, while their robust Pay & Walk machines offer a reliable payment solution. 

Parqour’s commitment to technological advancement is evident in their recent acquisition of ParkInnovation GmbH, a company managing manually operated parking sites in Germany. This expansion into Germany further solidifies Parqour’s position as a leading provider of parking technology and services. With their SmartPark parking management system, which includes vehicle detection sensors, a customer-facing wayfinding and payment app, parking meters, and a compliance management platform, Parqour is making parking easier and more convenient for both drivers and parking operators. 

• Founder(s): Amirkhan Omarov
• Founding Year: 2018
• Headquarters: San Francisco, United States
• Funding: Unknown

17. Baaz Bikes

Baaz Bikes, an electric mobility startup, is revolutionizing the gig economy with its smart mobility solutions. The company, founded by alumni from IIT Delhi, has recently launched a new electric scooter designed specifically for last-mile deliveries. In addition to the scooter, Baaz Bikes offers a complete electric vehicle ecosystem to support gig workers. One of the key features of Baaz Bikes’ electric scooter is its swappable battery technology. 

By separating the battery from the scooter, the company has significantly reduced the cost, making it more affordable for gig delivery workers. This innovative approach not only lowers the upfront cost but also eliminates the need for downtime while waiting for the battery to charge. 

Baaz Bikes aims to empower gig workers by providing them with efficient and cost-effective solutions for making deliveries. With its in-house designed electric scooters, batteries, and swap stations, the company is enabling gig workers to make deliveries with the least cost and maximum convenience. 

• Founder(s): Karan Singla, Shubham Srivastava, Anubhav Sharma
• Founding Year: 2019
• Headquarters: New Delhi, India
• Funding: Venture (Round Unknown)

18. Gaiyo

Gaiyo, a leading mobility platform, is revolutionizing the way we navigate our cities with its innovative use of technology. Offering a one-stop solution for all your transportation needs, Gaiyo allows users to seamlessly plan, book, and pay for various modes of transportation, including car-sharing, scooter-sharing, bike-sharing, and public transit.

With Gaiyo, there’s no need to switch between multiple apps. Instead, users can enjoy the convenience of having all their mobility options in one place. Whether it’s a car for a weekend getaway, a scooter for a quick trip, or a bike for a leisurely ride, Gaiyo has it covered. But Gaiyo doesn’t stop there. 

The platform also offers additional benefits, such as a 10% discount on NS train tickets during off-peak hours, weekends, and national holidays. For business travelers, Gaiyo makes it easy to open a corporate account and manage expense claims through the app. 

• Founder(s): Unknown
• Founding Year: 2013
• Headquarters: Almere, Netherlands
• Funding: Unknown

19. Plugzio

Plugzio is revolutionizing the world of electric mobility with their innovative use of technology. As electric vehicles become more popular, the need for efficient and affordable charging solutions is crucial. That’s where Plugzio comes in. Described as a micro-utility platform, Plugzio allows real-estate holders, utilities, and even individuals to manage, monitor, and sell access to power as a service. Think of it as a power vending machine for electric vehicles. 

By using Plugzio, users can recoup the electricity cost consumed by electric vehicles in shared spaces.  One of the key features of Plugzio is its power analytics and real-time monitoring capabilities. This allows users to have complete visibility and control over their electricity usage. Additionally, Plugzio offers consumption billing, open API, usage policies, and access management features. 

• Founder(s): Mohammad Akhlaghi
• Founding Year: 2016
• Headquarters: Richmond, Canada
• Funding: Seed

20. Yatri

Yatri, a startup based in Nepal, is revolutionizing urban mobility through the use of cutting-edge technology. With a focus on electric motorcycles, Yatri aims to provide commuters with a premium riding experience while also addressing the issue of pollution in urban areas. By combining modern aesthetics with advanced technology, Yatri is designing electric motorcycles that are not only environmentally friendly but also offer a sleek and stylish design. These motorcycles are equipped with state-of-the-art features and are built to provide a smooth and efficient ride.

Yatri’s commitment to smart mobility is evident in their approach to design and innovation. They are leveraging technology to create electric motorcycles that are not only sustainable but also practical for everyday use. With their focus on urban commuting, Yatri is addressing the growing need for eco-friendly transportation options in crowded cities. 

• Founder(s): Ashim Pandey
• Founding Year: 2017
• Headquarters: Budhanilkantha, Nepal
• Funding: Unknown

21. EGO Movement

EGO Movement, a startup in the field of smart mobility, is revolutionizing the way we commute with their innovative use of technology. With a wide range of electric bikes and accessories, EGO Movement is making sustainable transportation accessible and stylish. Their e-bikes are designed for different types of riders, from minimalists who value agility and intelligence to those who want to express their individuality and style. 

EGO Movement offers efficient and fast bikes for daily commuters and speed enthusiasts, as well as versatile and strong bikes for adventurous souls seeking new horizons. They also provide practical and affordable options for those looking for a reliable everyday bike and even offer models suitable for families with children and pets. What sets EGO Movement apart is their commitment to using the latest technology in their designs. Their retro-inspired bikes combine cutting-edge technology with distinctive style. 

With features like an upright seating position, push assistance, and five levels of support, EGO Movement ensures a comfortable and effortless ride. Their powerful battery allows riders to travel distances of up to 100 km. Not only are EGO Movement’s e-bikes environmentally friendly, but they also offer cost savings. Charging the battery costs as little as 15 cents for a 100 km journey, compared to up to 9 euros and 32 kg of CO2 emissions for the same distance in a car. 

• Founder(s): Daniel Meyer, Marie So
• Founding Year: 2015
• Headquarters: Zürich, Switzerland
• Funding: Unknown

22. Cittamobi

Cittamobi, a startup focused on smart mobility, is revolutionizing the way people navigate cities with the use of technology. Through their innovative app, Cittamobi is making it easier and more convenient for individuals to get around urban areas. By leveraging the power of smartphones and GPS technology, Cittamobi provides users with real-time information on bus schedules, routes, and arrivals. This allows commuters to plan their journeys more efficiently and avoid unnecessary waiting times.

In addition to providing bus information, Cittamobi also offers features such as mobile ticketing and a digital wallet for easy payment. This eliminates the need for physical tickets and cash, making the entire public transportation experience more seamless and contactless.  

• Founder(s): Cesar Olmos
• Founding Year: 2014
• Headquarters: São Paulo, Brazil
• Funding: Unknown

23. Donkey

Donkey Republic: Revolutionizing Smart Mobility with Technology Donkey Republic, a global bike sharing service, is transforming the way people move around cities by leveraging technology for smart mobility. With operations in over 71 cities worldwide, Donkey Republic allows users to rent a bike near them and unlock it using their app.  

Using the Donkey Republic app, users can easily locate pick-up locations and rent a bike with just a few taps on their phone. The bikes are equipped with Bluetooth-enabled locks, allowing users to lock and unlock their Donkey whenever they make a stop during their ride. Whether for short or long rentals, Donkey Republic offers flexibility, allowing users to lock and unlock their bikes as many times as they like. Once they are done riding, users can simply bring the Donkey to an available drop-off location and end their rental through the app.  

Donkey Republic’s innovative approach to smart mobility has garnered positive reviews from users worldwide. Customers have praised the app’s ease of use and the excellent condition of the bikes. 

• Founder(s): Alexander Frederiksen, Vincent Bourquin, Erdem Ovacik, Jens Frandsen
• Founding Year: 2014
• Headquarters: København, Denmark
• Funding: Venture (Round Unkonwn)

24. Flexigo

Flexigo, a startup focused on smart mobility, is revolutionizing the way employees commute and travel for work. By leveraging technology, Flexigo offers a centralized platform that manages all mobility requirements for employees, including commute and intraday travel. One of the key features of Flexigo is flexiCommute, which provides viable alternatives for each employee’s commute based on factors such as cost, duration, and emission. This allows employees to make informed decisions about their commute, considering both their personal preferences and environmental impact.  

Flexigo also offers flexiShuttle, a solution that manages different use cases for shuttle services, whether it’s fixed routes or dynamically routed based on demand. The optimization algorithm takes into account cost, duration, and emission to create efficient shuttle routes. In addition, Flexigo provides a car sharing application for companies to manage their pool cars digitally. Employees can reserve and unlock the doors through the app, making it convenient and efficient for business meetings or personal needs. 

Furthermore, Flexigo offers a corporate on-demand ridesharing application for one-way trips or round trips with long pauses in between, such as workshops. This application allows employees to pool together and share rides, reducing the number of vehicles on the road and promoting sustainability. 

• Founder(s): Kerem Tiryakioglu
• Founding Year: 2017
• Headquarters: Maslak, Turkey
• Funding: Unknown

25. LULA

LULA is a startup that is revolutionizing the concept of Smart Mobility through the use of technology. With their trusted transport service, LULA offers shared rides and private charters for companies, NGOs, sports teams, and individuals looking for a sustainable, productive, and convenient mode of transportation. Using their online platform, LULA enables schools and parents to avoid the morning rush and the cost of owning vehicles by providing group rides for student housing, sports events, and group outings. 

Additionally, LULA’s technology brings transparency and efficiency to transport contracts, adding a competitive edge to staff transport offerings.  LULA’s reliable app ensures peace of mind for travelers, with punctual and personable drivers. Their service extends to major cities in South Africa, including Cape Town, Durban, Johannesburg, and Pretoria. 

• Founder(s): Xabiso Nodada, Velani Mboweni
• Founding Year: 2016
• Headquarters: Cape Town, South Africa
• Funding: Equity Crowdfunding

26. Toogethr

Toogethr, a startup focused on smart mobility, is revolutionizing the way organizations approach transportation and parking. By leveraging technology, Toogethr aims to reduce the carbon footprint, lower mobility costs, and enhance employee satisfaction. With their smart parking software and bike and carpool applications, Toogethr provides organizations with the tools to optimize parking spaces, encourage carpooling and cycling among employees, and gain valuable insights into parking needs. By doing so, they help companies become more sustainable and efficient. 

Toogethr’s innovative solutions not only contribute to reducing CO2 emissions but also help organizations save on mobility expenses. Their software streamlines parking operations improves the parking experience for employees and visitors, and promotes alternative modes of transportation. 

• Founder(s): Thierry Fakkert
• Founding Year: 2016
• Headquarters: Utrecht, Netherlands
• Funding: Venture (Round Unknown)

27. HumanForest

HumanForest, a startup focused on smart mobility, is revolutionizing the way we commute with their electric bike sharing service. By leveraging technology, HumanForest aims to create cleaner, healthier, and happier cities for all. With the HumanForest app, users can easily locate and unlock their nearest eBike by scanning the QR code on the back of the bike. What sets HumanForest apart is their unique offering of 10 minutes of free riding every day for every user. 

This not only encourages more people to choose sustainable transportation options but also makes it more accessible and affordable. By reForesting our urban environment one eBike at a time, HumanForest is making a positive impact on the planet. Their designated parking bays also offer users the opportunity to earn free minutes, furher incentivizing responsible parking. 

• Founder(s): Agustin Guilisasti, Michael Stewart, Michael Ackermann, Caroline Seton
• Founding Year: 2020
• Headquarters: London, United Kingdom
• Funding: Series A

28. Shuttlers

Shuttlers, a startup focused on smart mobility, is revolutionizing the daily commute experience through the use of technology. With their comfortable and affordable shared commute service, Shuttlers aims to simplify and improve the way people travel to work. One of the key features of Shuttlers is the on-board entertainment, which allows passengers to enjoy their favorite web content using free WiFi during their commuting time. This feature ensures that the journey is not only convenient but also enjoyable. 

In addition, Shuttlers provides a seamless process for booking, making payments, and tracking real-time updates on the location of the buses along chosen routes. This real-time tracking feature helps commuters plan their journeys more efficiently and reduces waiting times.  

Furthermore, Shuttlers offers a subscription service with affordable rates, making it accessible to a wide range of commuters. The company also provides a comprehensive list of all their routes, allowing users to easily find a route that suits their needs. 

• Founder(s): Damilola Olokesusi
• Founding Year: 2015
• Headquarters: Lagos, Nigeria
• Funding: Series A

29. Apollo Scooters

Apollo Scooters is a startup that is revolutionizing the concept of Smart Mobility through the use of technology. With a wide range of electric scooters, Apollo Scooters offers an innovative and sustainable solution for urban transportation.   Their scooters are app-enabled, allowing riders to have full control and access to features such as regenerative braking, self-healing tires, and GPS connectivity. This technology not only enhances the riding experience but also ensures safety and convenience for users. 

Apollo Scooters offers a variety of models to cater to different needs and preferences. From entry-level scooters for first-time riders to high-performance scooters for the most demanding users, there is a scooter for everyone. The company has been recognized by industry experts for their exceptional lineup of scooters. 

• Founder(s): Maciek Piskorz, Christopher Heathcote-Rey
• Founding Year: 2019
• Headquarters: Montreal, Canada
• Funding: Unknown

30. Ryde Technology

Ryde Technology is revolutionizing the way we move around cities with their innovative use of technology for smart mobility. With their user-friendly app, users can easily rent an e-scooter and travel sustainably in their city. The process is simple – just download the Ryde app, scan the QR code on the scooter with the app, and unlock the scooter to start your ride. 

By leveraging technology, Ryde Technology is providing a seamless electric experience for urban commuters. Their app allows users to locate and unlock e-scooters conveniently, making it a convenient and eco-friendly alternative to traditional transportation methods. With the growing concern for environmental sustainability and the need for efficient urban transportation, Ryde Technology’s smart mobility solution is gaining popularity. It offers a convenient and eco-friendly way to navigate through congested city streets, reducing traffic congestion and carbon emissions.  

• Founder(s): Johan Olovsson, Espen Ronneberg
• Founding Year: Unknown
• Headquarters: Oslo, Norway
• Funding: Unknown

31. Orbility

Orbility, a French leader in parking management systems, is revolutionizing the way we approach smart mobility through the use of technology. With their Intelligent Parking Management System, Orbility assists customers in selecting, designing, and commissioning parking management systems. One of Orbility’s key offerings is their Call Centre, which serves as the customers’ first point of contact for support. Their specially trained team provides technical assistance, ensuring a seamless experience for users.  

In addition, Orbility recently welcomed Jay Thurman as Vice President of Operations for Orbility US. With his expertise and experience, Thurman will oversee all operations, further strengthening Orbility’s presence in the US market.  With over 20 years of experience in tech-enabled B2B services, Yves Schoen, the CEO of Orbility, has led ambitious transformations based on accelerated organic growth and mergers. 

• Founder(s): Unknown
• Founding Year: 2018
• Headquarters: Gennevilliers, France
• Funding: Unknown

32. Fetii

Fetii, a startup specializing in smart mobility solutions, is revolutionizing the way groups, commuters, and corporations fulfill their transportation needs. Through their user-friendly app, Fetii offers group ridesharing solutions that allow users to seamlessly order a vehicle on-demand or pre-scheduled.  

One of the key features of Fetii’s technology is the UPC check-in system, which enables users to split the fare when boarding. By scanning a QR code on the Fetii vehicle, riders can select how many passengers they’d like to pay for, making it convenient for groups to share the cost. 

In addition to providing transportation services, Fetii also offers franchise opportunities for those interested in becoming their own boss. Franchise owners are provided with a luxury 15-passenger transit van, allowing them to earn more by accommodating more passengers on each trip.  

Fetii’s group transportation model is also ideal for corporations, small businesses, and start-ups looking for day-to-day transportation solutions. With flexibility and affordability as top priorities, Fetii allows organizations to easily adjust their fleet size based on their needs, without any long-term commitments.  

Furthermore, Fetii’s technology presents an opportunity for cities to integrate their current transit systems with on-demand group transportation markets. This integration not only increases ridership but also reduces traffic congestion and carbon emissions. 

• Founder(s): Matthew Iommi, Justin Rath
• Founding Year: 2019
• Headquarters: Austin, United States
• Funding: Seed

33. Zeelo

Zeelo is revolutionizing transportation with its smart bus platform for organizations. By leveraging technology, Zeelo provides flexible turn-key and plug-in transportation programs for commuting and school runs. With a focus on smart mobility, Zeelo helps organizations operate and optimize their transportation programs, resulting in highly efficient and cost-effective solutions.  Through Zeelo’s platform, organizations can experience significant benefits. They can save up to 43% on running costs and achieve a 50% boost in ridership numbers. 

Additionally, Zeelo streamlines administrative tasks, saving up to 12 hours per week.  Zeelo’s approach to smart mobility is transforming the way businesses and educational institutions handle transportation. By utilizing their innovative platform, organizations can retain employees, increase happiness, attract new talent, and enhance productivity. 

• Founder(s): Daniel Gimenez, Barney Williams, Sam Ryan
• Founding Year: 2016
• Headquarters: London, United Kingdom
• Funding: Series A

34. Beep

Beep, a leading Autonomous Mobility as a Service provider, is revolutionizing the way we think about transportation with their innovative use of technology. By offering fully managed mobility solutions for both public and private communities, Beep is paving the way for stress-free and self-sufficient autonomous transport. Through their turnkey mobility networks, Beep provides scheduled and on-demand transportation services for first-mile and last-mile use cases. They lead the entire launch, oversight, and ongoing management of each deployment, ensuring a safe, clean, and high-quality autonomous rider experience.  

Beep partners with leading innovators in autonomous shuttle platforms to integrate a total solution based on the specific requirements of the communities and transit providers they serve. Their unique software and command center continuously monitor and oversee rider safety, providing personal interaction and contextual intelligence for each trip. 

• Founder(s): Beep Inc
• Founding Year: 2019
• Headquarters: Orlando, United States
• Funding: Series A

35. BILITI Electric

BILITI Electric, a leading manufacturer of three-wheeler electric vehicles, is revolutionizing the concept of Smart Mobility through the use of cutting-edge technology. With a range of features designed to enhance safety, efficiency, and convenience, BILITI Electric is making riding more intuitive and secure.  

One of the key technological advancements offered by BILITI Electric is real-time vehicle data tracking. This feature allows users to monitor important information such as speed, range, charge status, battery temperature, range left, and vehicle on/off status. Additionally, the company provides user-friendly diagnostics that enable vehicle owners to check their vehicle’s health and instantly send reports to BILITI support for prompt assistance. 

Furthermore, BILITI Electric’s vehicles are equipped with inbuilt maps that help users easily navigate and find the nearest battery-swapping station. This feature ensures that users can conveniently recharge their vehicles and continue their journeys without any hassle. 

• Founder(s): Sri Bavirisetty
• Founding Year: 2021
• Headquarters: Los Angeles, United States
• Funding: Venture (Round Unknown)

36. Kõu Mobility

Kõu Mobility Group, a parent company for Tuul, Äike, Comodule, and Ampler, is revolutionizing the concept of Smart Mobility through the use of technology. With a focus on emissionless transport, Kõu Mobility provides high-quality IoT connectivity solutions for micro-mobility companies. 

One of their standout products is the world’s most eco-friendly shared scooter, which not only adds value to daily city life but also sets new standards for electric micro-mobility vehicles in terms of durability, convenience, and care. In addition, Kõu Mobility aims to dominate the B2B and B2C e-scooter production world with their honesty, innovation, and no-nonsense approach. 

They also offer a light electric bicycle that combines modern technology with a traditional and beautiful design, making daily commutes easier, lighter, and faster. What sets Kõu Mobility apart is their commitment to sustainability. From day one, they have made decisions to decrease their ecological footprint, ensuring that their solutions are both offline and online. They deeply care for the environment and all living beings, showing respect and understanding for the struggles others may face.  

Furthermore, Kõu Mobility fosters a culture of ownership, allowing their teams the freedom to execute their ideas and take responsibility for their work. Mistakes are seen as opportunities for improvement, and problem-solving is prioritized over blame. 

• Founder(s): Heigo Varik
• Founding Year: 2022
• Headquarters: Tallinn, Estonia
• Funding: Unknown

37. Meep

Meep, a sustainable urban mobility app, is revolutionizing the way we navigate our cities. By harnessing the power of technology, Meep provides users with routes that best match their preferences, combining all means of transport. Whether you prefer to walk, bike, take public transportation, or use ride-sharing services, Meep has got you covered.  Gone are the days of wasting time and energy trying to figure out the most efficient way to get from point A to point B. With Meep, users can simply input their destination and preferences, and the app will generate the most optimal route, taking into account factors such as distance, time, cost, and environmental impact. 

• Founder(s): Guillermo Campoamor
• Founding Year: 2017
• Headquarters: Madrid, Spain
• Funding: Series A

38. SCOOBY

SCOOBY Mobility is a startup in Egypt that is revolutionizing short-distance micro-mobility with its environmentally friendly electric vehicles. With a fleet of standing electric scooters and electric bikes, SCOOBY offers users the convenience of hiring a vehicle for their ride and then delivering it to the nearest safest place. What sets SCOOBY apart is its commitment to using technology for smart mobility.  SCOOBY has developed a smartphone app that allows users to easily access and rent their electric scooters and bikes. 

But it doesn’t stop there. SCOOBY is constantly pushing itself to find more holistic ways to tackle urban transportation issues. By aligning its expansion with the most important issues confronting cities today, SCOOBY aims to make electric scooters a viable transportation solution. One of SCOOBY’s key goals is to set a new standard as a mobility provider and community partner. By demonstrating that micro-mobility can be an effective, transparent, and accountable ally in the battle against climate change, SCOOBY is paving the way for a greener future.  SCOOBY’s focus on customer satisfaction is evident in its commitment to improving services based on user demands. The company is constantly eager to listen to customer reviews and learn from them on multiple levels. 

Additionally, SCOOBY is one of the first companies in Egypt to develop modern technology that allows municipalities to better manage the usage of their scooters. With well-tested and safe vehicles, SCOOBY ensures that riders can enjoy a comfortable and secure journey.  By using GPS and geolocation, SCOOBY also helps authorities develop zones that best suit their towns and cities. This includes slow zones, no-go zones, and dedicated parking zones. Safety is a top priority for SCOOBY, and riders are encouraged to stay alert and follow proper parking etiquette to ensure the safety of others. 

• Founder(s): Bemen Wagdy
• Founding Year: 2020
• Headquarters: Cairo, Egypt
• Funding: Unknown

39. CleverShuttle

CleverShuttle, Germany’s leading operator of on-demand ride pooling services, is revolutionizing public mobility through the use of smart technology. Collaborating with cities, districts, and transportation companies, CleverShuttle is bringing efficient and emissions-free transportation options to the streets. With a focus on creating attractive public mobility solutions, CleverShuttle has become the most experienced provider of on-demand transportation in Germany. 

Using their expertise in planning and optimizing operations, CleverShuttle offers consulting services for ride pooling services, ensuring a fast and seamless setup of operations. Their efficient management and software solutions provide the perfect tools for running a successful transportation service. With over 20 on-demand transportation services launched since 2014, CleverShuttle is at the forefront of the industry.  

CleverShuttle’s commitment to sustainability is evident through their emphasis on CO2-neutral mobility and the use of electric vehicles. By implementing ride pooling, they achieve high efficiency and reduce congestion on the roads. With CleverShuttle, individuals can make a real impact on the future of transportation. 

• Founder(s): Bruno Ginnuth
• Founding Year: 2014
• Headquarter: Berlin, Germany
• Funding: Venture (Round Unknown)

40. Waev

Waev Inc., a pioneering electric vehicle company, is revolutionizing the concept of Smart Mobility through innovative technology. With a focus on manufacturing, distributing, marketing, and supporting the GEM, Taylor-Dunn, and Tiger brands, Waev Inc. is dedicated to solving the mobility market’s challenges. GEM, a leader in the low-speed vehicle (LSV) space for the past 25 years, offers comprehensive mobility solutions rooted in campus, community, and urban mobility. Taylor-Dunn, with a rich 70-year legacy, provides trusted industrial vehicles for a wide range of applications. Tiger, known for its heavy-duty tow tractors since 1981, is now bringing the benefits of electrification within reach. 

Waev Inc. is making waves in the industry with its latest advancements. A new conversion kit is giving legacy gas tow tractors a sustainable life with lithium-ion power, contributing to a greener future. Additionally, an interactive map app is helping plan low-speed vehicle routes, ensuring safe and efficient transportation. The 2024 GEM electric lineup is redefining the LSV category with over 30 automotive-like refinements. 

• Founder(s): Unknown
• Founding Year: 2021
• Headquarters: Anaheim, United States
• Funding: Venture (Round Unknown)

41. Instant System

Instant System is a company that is revolutionizing the concept of Smart Mobility through the use of cutting-edge technology. With a focus on providing innovative solutions, Instant System is paving the way for a more efficient and sustainable transportation system. By harnessing the power of technology, Instant System is able to offer a range of services that enhance the mobility experience for both individuals and businesses. 

From ride-sharing platforms to electric vehicle charging infrastructure, Instant System is at the forefront of the Smart Mobility movement. With features such as real-time vehicle tracking, intelligent routing algorithms, and integrated payment systems, Instant System is making it easier than ever for people to get from point A to point B. 

• Founder(s): Yann Hervouet
• Founding Year: 2013
• Headquarters: Biot, France
• Funding: Series A

42. Delivers.AI

Delivers.AI, a leading company in the autonomous delivery sector, is revolutionizing the way we receive our food, groceries, and parcels. By combining state-of-the-art navigation technology with an appealing design, Delivers.AI is making local delivery faster, smarter, risk-free, and cost-efficient. 

Using a mix of experience in computer vision and robotics, Delivers.AI has developed proprietary camera-based autonomous technologies with sensor fusion of low-cost sensors. This scalable and widely deployable solution not only lowers manufacturing and operational costs but also ensures efficient and reliable deliveries. 

With impressive achievements under their belt, Delivers.AI has completed 1500 autonomous deliveries, covering a distance of 1641 kilometers. They have also secured significant funding, raising €750K at an €8.25M valuation from prominent investors. Operating in Spain, the UK, and Dubai, Delivers.AI is at the forefront of the autonomous delivery industry. 

Their innovative approach not only offers convenience but also contributes to reducing traffic congestion, pollution, and human contact.  Recently, Delivers.AI partnered with Madrid Futuro and Goggo Network to launch their delivery service in Madrid. They have also been selected for prestigious programs such as the EIT Urban Mobility Program and the 5PRING 5G Smart Cities Accelerator in the UK. 

• Founder(s): Oral Yigitkus, Ali Yarali
• Founding Year: 2020
• Headquarters: London, United Kingdom
• Funding: Seed

43. &Charge

&Charge is an innovative startup that is revolutionizing the concept of smart mobility. Through their e-mobility platform, they are rewarding users for their activities and shopping trips with free energy for their electric cars. By leveraging technology, &Charge is creating a unique ecosystem that encourages sustainable transportation and reduces carbon emissions.

With the rise of electric vehicles, the demand for convenient and accessible charging solutions has become increasingly important. &Charge addresses this need by providing a seamless experience for electric car owners. Users can earn free energy by simply engaging in everyday activities and shopping at partner stores. This not only incentivizes eco-friendly behavior but also helps to offset the cost of charging electric vehicles. 

• Founder(s): Eugen Letkemann, Simon Vogt
• Founding Year: 2019
• Headquarters: Frankfurt, Germany
• Funding: Seed

44. MooVita

MooVita is a Singapore-based startup that specializes in smart mobility solutions for urban environments. Founded in 2016, MooVita aims to transform existing infrastructure and innovate autonomous mobility solutions for both people and goods. Their core technology, the Autonomous Vehicle (AV) system, is designed with multiple modules, each with specific missions. 

MooVita’s AV technology is currently being tested and the launch plan has been in progress since 2021. The company focuses on providing green and sustainable solutions for first and last mile transportation in cities. They offer the MooBox Assist, a turnkey system that ensures driver safety and monitoring, as well as the MooBox Auto, which transforms suitable platforms into autonomous vehicles. 

• Founder(s): Limbu Kumar
• Founding Year: 2016
• Headquarters: Singapore, Singapore
• Funding: Series A

45. RideCo

RideCo, a leading company in the field of smart mobility, is revolutionizing the way we travel with their on-demand transit software and solutions. By leveraging technology, RideCo has made public transportation more convenient and cost-effective for both riders and operators. Their passenger app allows users to easily reserve and manage their trips, ensuring a seamless rider experience. Meanwhile, the driver app enables location tracking, communication, dispatching, and data collection, optimizing operations and improving efficiency. The operations center dashboard suite provides real-time monitoring and streamlining of services.  RideCo’s on-demand transit has been hailed as a game-changer, providing flexible travel options that enhance efficiency and connectivity. 

VIA Metropolitan Transit’s President and CEO, Jeffrey C. Arndt, attests to the success of RideCo’s service, stating that it has helped them become more efficient and connect customers to their desired destinations. With use cases ranging from upgrading paratransit services to improving mobility in low-density areas, RideCo’s technology is transforming the way we commute. By replacing underperforming bus routes with cost-effective microtransit and simplifying employee commutes, RideCo is making transportation more efficient and reliable. 

• Founder(s): Darren Maki
• Founding Year: 2013
• Headquarters: Waterloo, Canada
• Funding: Series A

46. Falcon

Falcon, a startup focused on smart mobility, is revolutionizing the way people move around cities. Powered by a sophisticated platform, Falcon is creating a scalable and efficient micro-mobility business that aims to tackle congestion problems and support pedestrian infrastructure. By leveraging technology and data-driven results, Falcon is able to provide a seamless and safe experience for riders. Before entering a new market, Falcon seeks out local partners to better understand the market and work with city administrations and transportation authorities to improve urban planning. 

This collaborative approach ensures that micro-mobility and traditional vehicles can coexist harmoniously.  Falcon offers a white label app and vehicles, allowing partners to take advantage of their advanced technology and expand their own mobility services. With a strong focus on asset security and rider safety, Falcon aims to set the highest standards in the industry. 

• Founder(s): Yunus Saiyed
• Founding Year: 2017
• Headquarters: Qatar
• Funding: Unknown

47. Shift Transit

Shift Transit, a leading mobility operations company, is revolutionizing the way we move with their innovative use of technology for smart mobility. With their extensive experience in managing various mobility programs, including bikesharing, scooter sharing, carsharing, and microtransit, Shift Transit is at the forefront of the industry.  

By leveraging their team of data experts, Shift Transit is able to provide comprehensive solutions for emerging mobility providers. They can help build out programs from scratch or assist in making quick pivots for long-lasting success. Their institutional knowledge and expertise in leading mobility programs are unmatched. 

Shift Transit manages over 30,000 mobility assets on a day-to-day basis, including scooters, bikes, carsharing vehicles, and shared vans. Their versatility full-scale operations and fleet management capabilities make them the go-to company in the mobility industry. 

• Founder(s): Unknown
• Founding Year: 2015
• Headquarters: Chicago, United States
• Funding: Unknown

48. RideMovi

RideMovi, a leading startup in the field of European sustainable micromobility, is revolutionizing the way we move with their innovative use of technology. With a range of 80 km and a top speed of 25 km/h, RideMovi offers the fastest way to travel for longer trips. Their smart bikes are equipped with IoT smart locks, airless tires, solar panels, and ergonomic seats, ensuring a comfortable and convenient ride. 

But RideMovi doesn’t stop there. They are constantly expanding their fleet and reaching new cities, with 3 million users and 30,000 smart vehicles already in operation. Their commitment to sustainability is evident through their partnerships with companies and organizations worldwide, promoting a healthy and eco-friendly lifestyle through micromobility. 

• Founder(s): Alessandro Felici, Marco Paris, Michele Pampanini
• Founding Year: 2017
• Headquarters: Milan, Italy
• Funding: Series A

49. Citio

Citio, a startup specializing in Smart Mobility, is revolutionizing the way authorities and operators optimize their transportation services. With their innovative use of technology, Citio aims to achieve operational excellence and promote sustainable, affordable, and inclusive mobility. One of Citio’s key solutions is Transport Analytics, a dynamic platform that allows authorities to track and optimize various indicators of public transportation usage and operations. This includes monitoring passenger flow, analyzing origin-destination patterns, and accessing real-time data to make informed decisions. 

Citio also offers Rail Analytics, a unique platform that helps regions optimize their regional train services. By tracking network usage, ensuring efficient allocation of rolling stock, and monitoring service quality, authorities can make data-driven decisions to improve their offerings. Another notable solution is Fraud Tracker, which provides authorities with real-time insights into fraudulent activities on public transportation. By cross-referencing passenger count and validation data, Citio’s predictive analytics help optimize control measures and enhance the efficiency of fraud detection.  

Citio’s Occupancy API is designed to improve passenger comfort and network attractiveness by providing reliable information on crowding levels. This data can be used by passengers to plan their journeys and by operators and authorities to regulate passenger flow. Transport Planner is another valuable tool offered by Citio, allowing authorities to identify overloaded routes, and congested areas, and test optimization scenarios to enhance service quality. 

• Founder(s): Unknown
• Founding Year: 2018
• Headquarters: Paris, France
• Funding: Unknown

50. Mobimeo

Mobimeo, a startup based in Berlin, is revolutionizing the way cities move through their innovative use of technology. The company has developed a Mobility-as-a-Service (MaaS) platform that aims to simplify everyday mobility for users. By connecting public transportation with sharing and on-demand services, Mobimeo’s app provides users with easy access to a wide range of mobility options. With Mobimeo’s MaaS platform, users can conveniently book and navigate their daily commutes, making it easier than ever to get around. The platform also offers features such as real-time alerts for public transportation delays or cancellations, ensuring that users stay informed and can plan their journeys accordingly.  

In addition to their MaaS platform, Mobimeo has partnered with various organizations, including the Deutsche Bahn, to develop apps that enhance everyday mobility. For example, their DB Streckenagent app provides commuters with personalized alerts for public transportation routes, helping them stay ahead of any disruptions. 

• Founder(s): Unknown
• Founding Year: 2018
• Headquarters: Berlin, Germany
• Funding: Unknown

51. SWAT Mobility

SWAT Mobility is a leading transport and mobility technology startup in Asia. With their AI-driven technology, they are revolutionizing the way cities move, creating greener, happier, and more affordable journeys for all. From tailor-made transport solutions for staff commutes to demand-driven mobility services for entire cities, SWAT Mobility is using technology to optimize transportation. Their next-generation logistics technology enables efficient delivery solutions for complex challenges. Parents can have peace of mind by monitoring their child’s journey to and from school. 

SWAT Mobility’s technology is not only solving social and environmental issues worldwide but also ranked at the top of global benchmarks with their patented algorithm. With services in Bangkok, Manila, and Tokyo, SWAT Mobility has built a unique system that thrives in real-world operating conditions. Their integrated systems ensure a high-quality commute experience for passengers, while their advanced fleet management system allows for real-time monitoring and optimization of operations. 

By enabling high-capacity ridesharing and reducing the number of vehicles on the road, SWAT Mobility is improving connection and access to transport while reducing congestion. They are pioneers in automating transport planning and creating safer and more flexible journeys. From tackling aging demographics in Japan to creating a car-lite society in Sydney, SWAT Mobility is partnering with employers, transport operators, and government agencies to improve transport services across Asia.

• Founder(s): Jarrold Ong
• Founding Year: 2015
• Headquarters: Singapore, Singapore
• Funding: Series A

52. Hopp

Hopp, a locally owned electric scooter-sharing service, is revolutionizing urban transportation with its smart mobility solutions. With a mission to leave behind a cleaner planet, Hopp enables users to travel around their area without leaving a carbon footprint. By using the Hopp app, users can easily locate the nearest e-scooter and start their ride with just a few taps. Hopp takes pride in being a carbon-negative business, offsetting shipping emissions and ensuring that all service vehicles are electric or carbon-neutral. 

To date, Hopp has saved an impressive 890,518kg of CO2 and covered a total distance of 6,997,920km. Micromobility is a rapidly growing market, and Hopp aims to provide an end-to-end solution to bring their service to cities worldwide. Safety is a top priority for Hopp, and users are encouraged to familiarize themselves with the local safety rules available on the app. 

• Founder(s): Eythor Mani, Aegir Thorsteinsson, Ray Young, Ragnar Valgeirsson
• Founding Year: 2019
• Headquarters: Reykjavík, Iceland
• Funding: Venture (Round Unknown)

53. Ridepanda

Ridepanda, a startup focused on smart mobility, is revolutionizing the way we commute with their wide selection of pedal bikes, e-bikes, and e-scooters. By leveraging technology, Ridepanda offers employer-sponsored leases on top brands, making it easier for individuals and organizations to access sustainable transportation options. 

With plans starting at just $45 per month, Ridepanda provides a cost-effective solution for those looking to reduce their carbon footprint. Each vehicle comes with theft insurance and regular free preventative maintenance, ensuring a worry-free riding experience. Additionally, Ridepanda offers all the necessary add-ons for safe riding, including helmets, locks, and tire pumps. 

But Ridepanda doesn’t stop there. They also offer organizations the opportunity to offer commute or wellness benefits to their employees, further incentivizing the use of sustainable transportation. Through their platform, employers can gain visibility into their team’s usage, track CO2 offset, and share their impact across marketing and social media. 

• Founder(s): Chinmay Malaviya, Charlie Depman
• Founding Year: 2020
• Headquarters: San Francisco, United States
• Funding: Seed

54. SoFlow

SoFlow is a startup that is revolutionizing the concept of Smart Mobility through the use of technology. With a focus on electric scooters and boards, SoFlow aims to provide users with a convenient and eco-friendly mode of transportation. By harnessing the power of electric motors and advanced battery technology, SoFlow’s products offer a sustainable alternative to traditional modes of transportation. 

These electric scooters and boards are not only efficient but also lightweight and portable, making them ideal for urban commuting. SoFlow emphasizes safety, urging riders to always wear helmets and avoid riding in hazardous conditions. They also provide detailed instructions and warnings in their manuals to ensure that users are well-informed and can ride responsibly. 

• Founder(s): Zi Giang, Manuel Hug, Martin Neuckel
• Founding Year: 2015
• Headquarters: Flawil, Switzerland
• Funding: Unknown

55. Rebike Mobility

Rebike Mobility, a startup based in Kempten, Germany, is revolutionizing the way people think about transportation with their innovative use of technology in smart mobility. As the largest and most advanced e-bike refurbishment center in Europe, Rebike is dedicated to providing customers with top-quality, refurbished e-bikes that are as good as new, both aesthetically and technically. Using digital systems, professional mechanics, and a passion for their craft, Rebike ensures that each used e-bike goes through a rigorous refurbishment process. With their premium refurbishment program, which includes 140 defined inspection points and refurbishment steps, customers can have peace of mind knowing they are purchasing a fully restored e-bike in excellent condition, but at a significantly lower cost. 

Rebike offers a wide selection of premium e-bikes to suit individual needs, including both gently used models and brand new ones. Every e-bike undergoes a thorough cleaning and inspection by their skilled mechanics, who meticulously check the motor, replace worn parts with precision, and perform software updates if necessary. All system data, such as battery charge cycles and motor operating times, are also analyzed and recorded. To further ensure customer satisfaction, Rebike provides a comprehensive inspection report for each e-bike, giving buyers complete transparency about the bike’s condition. Additionally, Rebike offers a 2-year warranty on the most critical components of the e-bike, namely the motor and battery, providing customers with added peace of mind. 

• Founder(s): Thomas Bernik, Sven Erger
• Founding Year: 2018
• Headquarter: Munich, Germany
• Funding: Series B

56. Pony

Pony, a startup specializing in shared bicycles and electric scooters, is revolutionizing the concept of Smart Mobility through the use of technology. With their high-end electric vehicles available for rent directly from your phone, Pony offers a convenient and hassle-free solution for urban transportation. 

Unlike traditional bike-sharing programs, Pony operates without docking stations, allowing users to easily locate and rent a Pony vehicle nearby. By simply scanning the QR code on the vehicle, users can start their journey and enjoy the freedom of exploring the city. Pony takes pride in its commitment to sustainability. The company recharges its electric vehicles using renewable energy sources such as solar, hydro, and wind power. 

Additionally, Pony works with specialized recycling companies to ensure the proper disposal of batteries at the end of their lifecycle.  With a focus on quality and user experience, Pony controls every aspect of its operations, from vehicle design and maintenance to waste management and urban logistics. This comprehensive approach allows Pony to provide the best service on the market, ensuring that users are never disappointed.  Pony’s unique business model involves partnering with local residents who own the vehicles, putting the community at the center of the sharing economy. By working closely with local authorities, Pony aims to tailor its services to the specific needs of each city.  

Looking ahead, Pony plans to expand its fleet of electric vehicles and aims to have a 100% renewable redistribution fleet by 2020. With their in-house design and manufacturing capabilities, Pony ensures that their vehicles are made with high-quality materials and optimized for sharing, reducing the frequency of damage and increasing the time spent on each vehicle during maintenance. 

• Founder(s): Paul-Adrien Cormerais, Clara Vaisse
• Founding Year: 2017
• Headquarter: Angers, France
• Funding: Debt Financing

57. Ryde

Ryde, a startup based in Houston, Texas, is revolutionizing the fitness industry with its next-generation indoor cycling experience. By harnessing the power of technology, Ryde is offering a smart mobility solution that allows fitness enthusiasts to push their limits and sharpen their competitive edge. 

With industry-leading instructors and an immersive environment, Ryde provides an unparalleled fitness experience. Clients can experience an Infinite Week of Ryde for just $40, allowing them to explore different instructors and class times that best fit their schedule.  

Ryde’s iOS application, available for download on the App Store, allows users to easily manage their accounts, sign up for classes, track their progress, and much more. Additionally, Ryde provides high-quality cycling shoes for the first ride, with the option to rent or purchase premium indoor cycling shoes moving forward. 

• Founder(s): Terence Zou
• Founding Year: 2014
• Headquarters: Singapore
• Funding: Seed

58. Ubiq

Ubiq, a startup focused on smart mobility, is revolutionizing the shared mobility industry through the use of technology. Their innovative SaaS platform, The Ubiq, harnesses real-time data and insights to maximize fleet utilization and automate fleet operations. By eliminating guesswork, Ubiq helps fleet operators get the most out of their vehicles by providing precise recommendations on vehicle positioning, charging schedules, and pricing strategies. One of Ubiq’s standout features is StreetCrowd, a crowdsourced service ecosystem that simplifies fleet rebalancing and charging. This decentralized platform allows fleet operators to effortlessly scale their fleets while reducing operational efforts. With StreetCrowd, fleet rebalancing becomes hands-off, and crowdsourced plug-ins, unplugs, and battery swaps for electric vehicle fleets are made seamless.  

Ubiq’s mission is to bridge the gap between supply and demand in the shared mobility market by addressing the industry’s biggest pain points: utilization, charging, and pricing. They believe that shared mobility has the potential to transform cities, making them quieter, cleaner, greener, and less congested. By making shared mobility profitable and sustainable, Ubiq aims to create a more efficient and environmentally friendly transportation system.

• Founder(s): Christian Adelsberger
• Founding Year: 2015
• Headquarter: Vienna, Austria
• Funding: Series A

59. Dance

Dance, a startup specializing in smart mobility, is revolutionizing the way people get around with their all-in-one e-bike and moped subscription service. With Dance, users can enjoy the benefits of owning their own top-of-the-range electric bike or moped, along with access to a round-the-clock maintenance team. One of the key features of Dance is the convenience it offers. Users can book repairs through the app and have their ride fixed or replaced for free within 24 hours. Additionally, all rides are covered by theft insurance, providing peace of mind for users.  

Dance is currently available in five major European cities, with plans to expand further. The company is committed to providing a flexible membership that allows users to save every month with the annual plan or choose the monthly plan and have the freedom to cancel anytime. With a focus on user experience, Dance offers various accessories to customize the e-bikes and mopeds, including smartphone holders, rear bike baskets, and Thule rear-mounted child seats. 

However, it is important to note that any damage caused by non-Dance accessories may incur fees. Dance is not only changing the way people commute but also promoting sustainability with their removable battery and charger, which can be conveniently plugged into any standard power outlet for easy charging. 

• Founder(s): Eric Quidenus-Wahlforss, Euiryung Lee, Christian Springub, Alexander Ljung
• Founding Year: Unknown
• Headquarter: Berlin, Germany
• Funding: Venture (Round not Specified)

60. RideTandem

RideTandem, a startup focused on smart mobility, is revolutionizing transportation options for businesses, schools, and communities. By leveraging technology, RideTandem offers flexible, sustainable, and demand-responsive transport solutions. With the ability to set up routes anywhere in the country and go live in as little as 48 hours, RideTandem provides a convenient and efficient way for passengers to book and pay for their seats through their user-friendly app. 

One of the key features of RideTandem is its ability to match passengers into shared vehicles, reducing the number of cars on the road and minimizing carbon emissions. By integrating with vetted local transport partners, RideTandem ensures reliable and efficient journeys for its users. Administrators can easily track usage, costs, and service provision through a personalized dashboard while having access to a dedicated account manager and 24/7 support. 

• Founder(s): Huw McLeod, Tatseng Chiam, Alex Howes
• Founding Year: Unknown
• Headquarters: London, United Kingdom
• Funding: Unknown

61. Wunder Mobility

Wunder Mobility, the leader in shared mobility software, is revolutionizing the way we move with its innovative use of technology for smart mobility. With a focus on creating a cleaner, healthier, and happier world, Wunder is helping to transform the way we commute, one pedal at a time. Through their software solutions, Wunder is enabling companies like Felyx and Süwag2GO to scale their shared mobility services rapidly. 

Felyx, a scooter-sharing service, has relied on Wunder’s expertise to expand its fleet to thousands of vehicles across multiple countries. Süwag2GO, on the other hand, has partnered with Wunder to strengthen the electromobility revolution in Germany, offering flexible and easy options for e-mobility.

What sets Wunder apart is their connectivity through various API solutions, allowing their software to be customized to meet the specific needs of each company. This flexibility, combined with an intuitive dashboard for real-time fleet management and marketing features like promo codes and custom incentives, makes Wunder the go-to solution for launching, managing, and scaling shared mobility services. 

• Founder(s): Gunnar Froh
• Founding Year: 2014
• Headquarter: Hamburg, Germany
• Funding: Venture (Round not Specified)

62. Nomadia

Nomadia, a leading startup in the field of smart mobility, is revolutionizing the way professionals on the go manage their travel and activities. With a commitment to providing innovative and eco-friendly mobility solutions, Nomadia aims to simplify and optimize the journeys and tasks of field teams. Since 2017, Nomadia’s solutions have been recognized in Gartner’s prestigious Magic Quadrant™ Field Service Management report, highlighting their ability to generate significant productivity gains and support the digital transformation of businesses. These solutions are perfectly tailored to specific industries and teams, serving as a catalyst for growth.  

Nomadia offers a range of solutions designed to enhance sales performance, streamline logistics management, and automate technical interventions. By leveraging artificial intelligence, Nomadia optimizes appointment scheduling and technician activities, ensuring efficient operations and customer satisfaction. With a diverse clientele ranging from small and medium-sized enterprises to international corporations, Nomadia’s solutions are quick to implement, immediately operational, and scalable. 

They provide comprehensive coverage of the needs of field professionals, including market analysis, resource allocation, realistic goal setting, and intelligent route optimization. Equipped with mobile applications and tailored devices, Nomadia’s solutions enable seamless reporting, order management, ERP integration, real-time activity tracking, and more. The company also offers data intelligence tools and dashboards for operational and strategic decision-making. 

• Founder(s): Fabien Breget
• Founding Year: 2021
• Headquarters: Paris, France
• Funding: Unknown

63. Veo

Veo, a startup based in Santa Monica, California, is revolutionizing the concept of smart mobility through the use of technology. With a mission to end car dependency and make clean transportation accessible to all, Veo offers shared e-scooters and e-bikes for rent. Using their custom-designed and sleek vehicles, Veo aims to provide a safe and convenient mode of transportation for urban dwellers. Their latest vehicle, the Astro vs4, boasts enhanced safety features such as blinkers, making it their safest vehicle to date.  

In addition to individual rides, Veo also offers a new feature called Group Ride, allowing users to bring along friends and explore the city together. This feature is currently available in select markets.  With a presence in over 25+ cities across the nation, Veo is expanding its fleet and making its services accessible to a wider audience. Their industry-leading vehicles are built for durability, ensuring a reliable and comfortable journey for users. 

• Founder(s): Candice Xie, Yanke Tan
• Founding Year: 2017
• Headquarters: Santa Monica, United States
• Funding: Series A

64. Ride On

Ride On is a startup that specializes in developing and implementing smart mobility solutions for municipalities and businesses. With a team of multidisciplinary experts, Ride On is committed to using technology to improve transportation systems for people in cities and companies. The company’s founders have previously worked on pioneering projects such as E-Bike Sharing in San Sebastián (dBizi) and Madrid (BiciMAD), which have set a benchmark for this type of system.  

Currently, Ride On is working on the development of a second generation of shared electric bicycle systems, incorporating new technologies. Their E-Bike is capable of reaching speeds of up to 25 km/h and offers different levels of pedal assistance, making it an ideal mode of transportation within the city. This solution allows for faster and more efficient travel, complementing the existing public transportation system.  

Ride On’s innovative perspective and use of advanced technologies enable them to create revolutionary mobility solutions that provide users with an attractive and safe experience. The implementation of an E-Bike Sharing system not only reduces maintenance costs but also allows municipalities and companies to optimize intermodal transportation based on usage data. Ride On’s commitment to sustainable development and environmental conservation is evident in its use of technology for smart mobility solutions.

• Founder(s): Unknown
• Founding Year: 2014
• Headquarters: Madrid, Spain
• Funding: Unknown

Case Studies: Successful Smart Mobility between Omdena and Leading Organizations

1. Optimizing Delivery Routes in LATAM Using AI Planning (with Carryt)

Omdena partnered with Carryt, a Colombia-based startup to optimize logistics and improve route planning using artificial intelligence. The project aims to enhance last-mile delivery services, reduce congestion, and minimize the carbon footprint. Through collaboration and the use of OR-Tools, the team developed optimized routes for cities like Bogota, with plans to expand to other locations. The project showcased strong teamwork and achieved its goals in a limited time frame. Future work will focus on improving data quality and optimizing routes for multiple vehicles.

Find more information about this project here.

2. Smart Electric Vehicle (EVs) Charging Network Management Using Machine Learning (with The Energy Tech Hub and Centre for New Energy Technologies)

Omdena partnered with The Energy Tech Hub and Centre for New Energy Technologies to analyze EV charging data and apply machine learning techniques to optimize Electric Vehicle (EVs) Distributed Network Service planning. The project aimed to understand EV charging patterns, detect EV charging from smart meter data and provide insights for network planning and operations. 

Through data preparation and exploratory data analysis, consumption patterns were analyzed for different user types. A machine learning clustering algorithm was implemented to group similar consumption timestamps, allowing for the detection of EV charging patterns. The project’s outputs were integrated into an Excel tool and dashboard to provide insights on when and how much EVs get recharged, as well as identifying consumption peaks.

Find more information about this project here.

3. Predicting Short-Term Traffic Flow Congestion on Urban Motorway Networks (with BigCodeGen)

Omdena partnered with BigCodeGen to complete the challenge of predicting short-term traffic flow congestion on urban motorway networks. The team developed a machine learning model using various techniques, including neural networks and decision trees, to improve the accuracy of traffic flow predictions. The project involved collecting traffic data from Canada and Europe and training the model to predict traffic flow 15 minutes ahead. 

The outcomes of the project included obtaining API traffic image data for new cities in Europe and North America and enhancing the model’s predictive accuracy by removing noise and considering factors like dual lanes. Overall, the partnership between Omdena and BigCodeGen resulted in an innovative solution for predicting traffic congestion.

Find more information about this project here.

Conclusion

These top smart mobility startups and companies are driving innovation in the industry and shaping the future of urban transportation. Through their technologies, partnerships, and dedication to sustainability, they are making significant strides in improving the efficiency and sustainability of urban mobility. As cities continue to embrace smart mobility solutions, these companies will undoubtedly play a crucial role in transforming the way we move within our cities.