Staying ahead of the technology curve means strengthening your competitive advantage. That is why we give you data-driven innovation insights into the mobility industry. This time, you get to discover five hand-picked machine learning startups impacting mobility.
Out of 244, the Global Startup Heat Map highlights 5 Top Machine Learning Startups impacting Mobility
The insights of this data-driven analysis are derived from the Big Data & Artificial Intelligence (AI)-powered StartUs Insights Discovery Platform, covering 2 093 000+ startups & scaleups globally. The platform gives you an exhaustive overview of emerging technologies & relevant startups within a specific field in just a few clicks.
The Global Startup Heat Map below reveals the distribution of the 244 exemplary startups & scaleups we analyzed for this research. Further, it highlights five machine learning startups that we hand-picked based on criteria such as founding year, location, funding raised, and more. You get to explore the solutions of these five startups & scaleups in this report. For insights on the other 239 machine learning solutions impacting mobility, get in touch with us.
COM-IoT Technologies enables Intelligent Road Safety
Founding Year: 2016
Location: Dubai, UAE
Partner for Real-time Crowd Counting
COM-IoT Technologies is a UAE-based startup that provides Total Road Control (TRC), an intelligent road safety solution. It combines LiDAR and deep learning to provide real-time road analytics. It quickly detects accidents, average speed, and seatbelt violations. The startup also offers I-Slope and Smart Patrol P3 to detect steep slopes and traffic violations, respectively. Together, these solutions enable law enforcement agencies as well as road and transport companies to enhance security and traffic safety.
CerebrumX offers a Connected Car Platform
Founding Year: 2019
Location: Princeton, US
Funding: USD 5,5 M
Collaborate with CerebrumX for GDPR Compliant Vehicle Data
US-based startup CerebrumX builds an augmented deep learning platform (ADLP) for connected cars. It uses surface, point of interest (POI), and mobility information from connected vehicles to generate insights such as remote diagnostics and performance management. Moreover, it analyzes trips with advanced visualization and geographic information system (GIS) tools to provide real-time triggers and notifications. Public policy development authorities and fleet managing companies utilize CereberumX’s platform for vehicle security and fleet navigation.
Volvero offers Driver Behavior Analytics
Founding Year: 2017
Location: Milan, Italy
Funding: USD 60 000
Reach out for Car-Sharing Marketplace
Volvero is an Italian startup that provides driver behavior analytics. The startup’s vehicles in its car-sharing marketplace integrate a telematics solution that utilizes AI to collect vehicle data, such as speed, acceleration, and braking, and analyze driving quality. The collected data is stored on the blockchain and used only for driver monitoring and insurance validations. This encourages better driving behavior, improving safety for passengers, drivers, and other travelers.
Zhuishi Technology offers Vehicle Congestion Maps
Founding Year: 2019
Location: Shanghai, China
Funding: USD 15,7 M
Use this solution for Automated Valet Parking
Zhuishi Technology is a Chinese startup that offers integrated mobility solutions. Its multi-fusion mapping technology creates parking lot maps using data from multiple sensors along with ultrasonic radar. The startup’s deep vision algorithm enables the development of an automatic parking assistant. The startup further uses its solutions for self-driving vehicles such as unmanned minibus and variable speed vehicles, enhancing parking space utilization.
Avenieuw develops a Traffic Management Platform
Founding Year: 2017
Location: Hague, Netherlands
Reach out to Avenieuw for Traffic Analytics
Dutch startup Avenieuw provides a traffic management platform for end-to-end mobility solutions. It collects data from various sources and uses it to analyze, predict, recommend, and continuously learn about traffic information. It integrates with other traffic-based apps as well as features parking capacity identification. The platform assists the parking for various mobility options such as cars, public transport, and cycles.
Discover more Mobility Startups
Mobility startups such as the examples highlighted in this report focus on assisted driving, driver behavior analytics, connected cars, real-time traffic monitoring, and road safety. While all of these technologies play a major role in advancing the mobility industry, they only represent the tip of the iceberg. To explore mobility technologies in more detail, simply let us look into your areas of interest. For a more general overview, download our free Mobility Innovation Report to save your time and improve strategic decision-making.