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 5 hand-picked startups developing artificial intelligence (AI) solutions.
Global Startup Heat Map highlights 5 Top Artificial Intelligence Solutions out of 433
The insights of this data-driven analysis are derived from the Big Data & Artificial Intelligence-powered StartUs Insights Discovery Platform, covering 1.379.000+ 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 433 exemplary startups & scaleups we analyzed for this research. Further, it highlights 5 mobility 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 5 startups & scaleups in this report. For insights on the other 428 artificial intelligence solutions, get in touch.
ADASPLUS develops Intelligent Mobility Solutions
Distracted drivers are a significant reason for road accidents. To aid drivers and improve safety on the road, startups build driver assistance solutions using machine learning and computer vision. These range from expression detection algorithms to complex Level 2 autonomy solutions that adjust the vehicle’s speed based on the situation. This way, startups assure safety on the roads and enable mobility-as-a-service (MaaS) companies to efficiently monitor their drivers.
Chinese startup ADASPLUS develops driver assistance and monitoring systems using artificial intelligence. The startup’s advanced driver assistance system (ADAS) detects vehicles, pedestrians, and lanes using visual feeds and alerts the driver of potential risks. The ADASPLUS Driver Monitoring System (DMS) monitors driver activities and expressions in real-time to warn dangerous behaviors while driving. Further, the startup provides face recognition solutions inside vehicles for head counting and intrusion warning. The startup’s wide array of products tailored to different requirements enable fleet managers and vehicle owners to improve visibility and safety.
Potential Motors builds a Fully Electric Off-Road Vehicles Platform
Internal combustion engines require mechanical control for optimal performance, backed by an electronic control unit (ECU). On the other hand, electric vehicles (EV) function in a closed-loop where every part of the system is directly controlled using digital systems. That is why startups develop continuous monitoring systems and AI-based models that streamline the EV operation for maximum performance. This way, intelligent systems make critical decisions such as energy management and driver assistance.
Potential Motors is a Canadian startup developing an electric off-road vehicle platform using AI-based holistic vehicle control. The startup utilizes reinforced learning to create intelligent drivetrains that optimize suspension, steering, power, and efficiency, adapting to the terrain and environment. Potential Motors enable big and small off-road vehicle makers to build resilient and high-performance EVs with low-cost while reducing development timelines.
Vivacity Labs offers AI-based Traffic Insights
The boost in automotive sales directly impacts traffic congestion, especially in urban areas. Advanced machine learning algorithms find patterns in the traffic flow and optimize them for effective traffic management. Startups now utilize big data analytics and AI, along with computer vision, to assess traffic flow and optimize the traffic network in real-time. This also facilitates the transition to smart mobility infrastructure, enabling a fatigue-free driving experience.
British startup Vivacity Labs provides real-time data on transport modes, traffic flows, and travel patterns using computer vision and AI. The Vivacity Sensor Platform anonymously offers accurate and detailed data of all forms in urban mobility within the sensor field of view. Their video analytics platform utilizes the visual feed to detect, extract, classify and analyze different transport modes and traffic movements. The startup further provides a Smart Junction Box that implements traffic network strategies based on real-time data feeds. Vivacity’s end-to-end traffic analysis solutions enable efficient transport planning and traffic network management.
Tchek provides AI-powered Vehicle Inspection
Vehicle condition monitoring is a critical element to ensure safety while driving. However, conventional monitoring methods rely on reactive maintenance models, which are expensive and unsafe. Startups utilize predictive models to analyze and forecast the condition of vehicles, providing accurate performance indications. This enables vehicle owners and fleet managers to constantly track vehicle conditions as well as make data-driven decisions for maintenance.
French startup Tchek evaluates a vehicle’s condition based on its visual appearance using AI and custom-coded business logic. The startup’s Tchek Scan scanner automates vehicle inspection with high precision using photo capture and provides repair cost estimation using AI. The Tchek API enables re-marketers, renters, and logisticians to integrate their services into existing systems, offering flexibility and improved productivity.
WeaveGrid promotes Electrification
Smart grid management is one of the critical features that AI brings to mobility. After analyzing grid data and trends, AI models forecast the weather conditions and demand that affect grid discharge and storage. Startups develop AI-based solutions to ensure the stability of the energy grids by facilitating vehicle-to-grid (V2G) connectivity. With the insights from predictive models, grid operators decide the best time for charging and when to use the V2G network. Moreover, it enables drivers to reduce costs and increases the efficiency of the grid.
WeaveGrid is a US-based startup that works with utilities and electric vehicle (EV) owners to speed up transportation electrification. The startup’s software uses predictive analytics and systems optimization to provide utilities with affordable and safer systems. This way, the startup supports the growth of electric vehicles, enabling renewable energy adoption and customer cost-savings.
Discover more Mobility Startups
Mobility startups such as the examples highlighted in this report focus on the Internet of Things (IoT), electrification, and micromobility. While all of these technologies play a major role in advancing the mobility industry, they only represent the tip of the iceberg. To explore more mobility technologies, simply get in touch to let us look into your areas of interest. For a more general overview, you can download our free Mobility Innovation Report to save your time and improve strategic decision-making.