Alternatives to Pony.ai
Compare Pony.ai alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Pony.ai in 2024. Compare features, ratings, user reviews, pricing, and more from Pony.ai competitors and alternatives in order to make an informed decision for your business.
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Mobileye
Mobileye
From a variety of ADAS solutions to a self-driving system for autonomous public transport or goods delivery, all the way to consumer AVs. By developing everything from the silicon through to the self-driving system in-house, numerous efficiencies and synergies are unlocked, allowing us to reach AV at scale. From the beginning, Mobileye has developed hardware and software in-house, paving the way for highly efficient hardware, software, and algorithmic stacks at a superior cost-performance ratio. Everything Mobileye develops is safe by design, with a distinct strategy so that the technology can reach the mass market. -
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Aptiv
Aptiv
Aptiv is a global technology company that develops safer, greener and more connected solutions enabling the future of mobility. Aptiv is focused on developing and commercializing autonomous vehicles and systems that enable point-to-point mobility via large fleets of autonomous vehicles in challenging urban driving environments. With talented teams working across the globe, from Boston to Singapore, Aptiv is the first company to deploy a commercial, autonomous ride-hailing service based in Las Vegas. Aptiv has provided over 100,000 public passenger rides, with 98% of passengers rating their Aptiv self-driving experience 5-out-of-5 stars. At Aptiv, we believe that our mobility solutions have the power to change the world. -
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Luxoft Autonomous
Luxoft, a DXC Technology Company
We co-create smart solutions that empower clients to make the transition to sustainable mobility and enable the automotive world to move forward. Driven by the convergence of new technologies, AI, IoT, connected infrastructure, digitization, electrification, we’re rapidly advancing toward a revolutionized automotive future. An exciting time, providing the ultimate freedom with zero accidents, zero emissions and zero ownership. This is a great prospect for society, the economy and the environment. We enable automakers to innovate across vital areas of advanced automotive and mobility technology. Combining the agility, energy and speed of a startup with the reach, positioning and manpower of an enterprise, we deliver highly complex solutions, at speed, in critical environments. Meet your current and future software needs in the age of autonomous driving. Differentiate with highly personalized and intelligent in-vehicle experiences. -
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Journeyware
Xevo by Lear
The future of the connected car experience: thin client application and cloud framework enabling consumer commerce, in-car media applications, mobile apps, and enterprise services. The Xevo Journeyware platform for cloud, car, and mobile devices enables multi-media applications, AI-driven contextual recommendations, and content delivery to give drivers and passengers an enhanced in-vehicle experience and provide automakers with new monetization opportunities. Components of Journeyware connected car platform are deployed in more than 25 million vehicles worldwide. Xevo Context recommendation engine utilizes Journeyware’s automotive AI technology to provide a dynamic, hyper-contextual user experience. This highly-relevant content is delivered as suggestions and offers based on drivers’ preferences, past behavior, time of day, vehicle location, current route, and more. -
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Various sensors, such as LiDAR, cameras and radar collect environmental data surrounding the vehicle. Using sensor fusion technology perception algorithms can determine in real time the type, location, velocity and orientation of objects on the road. This autonomous perception system is backed by both Baidu’s big data and deep learning technologies, as well as a vast collection of real world labeled driving data. The large-scale deep-learning platform and GPU clusters. Simulation provides the ability to virtually drive millions of kilometers daily using an array of real world traffic and autonomous driving data. Through the simulation service, partners gain access to a large number of autonomous driving scenes to quickly test, validate, and optimize models with comprehensive coverage in a way that is safe and efficient.
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Microsoft Connected Vehicle Platform
Microsoft
Innovate vehicle products and services for safety, compliance, and improved mobility experience that power emerging mobility services and profitability. Emerging mobility services require a well-connected and highly available vehicle. Building on Azure accelerates your time to market so you can leverage new vehicles in mobility services faster. Serve the emerging autonomous vehicle market and meet the needs of growing urban populations by rapidly developing, testing, and certifying new self-driving car solutions that improve safety and meet consumers' evolving expectations. Automotive solutions to accelerate vehicle innovation. Find the products and services you need to achieve your unique business objectives. Autonomous vehicles represent a digital transformation that will enable safer roads, efficient cities and a cleaner environment. This technology space is unique, with a complex set of challenges and sophisticated solutions. -
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Apex.AI
Apex.AI
Analyzing your current automotive or robotic software systems to assess a path to commercialization. Transitioning your existing software to Apex.OS. Transitioning your existing environment to a state-of-the-art continuous integration, continuous testing, and continuous delivery framework. Providing software architecture reviews and recommendations. Providing functional safety training to enable your team to build your safe autonomous system. Apex.OS is a fork of ROS 2 that has been made real-time, reliable, and deterministic so that it can be used in safety-critical applications. Apex.OS is developed in sync with future releases of ROS 2 and APIs stay compatible to ROS 2. Based on the integration of Eclipse Cyclone DDS™ and Eclipse iceoryx™, both are available as open-source and proven in automotive and mission-critical distributed systems. -
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Oxbotica Selenium
Oxbotica
Selenium is our flagship product, a full-stack autonomy system, the product of over 500 person-years of effort. An on-vehicle suite of software which given a drive-by-wire interface and very modest compute hardware, brings full autonomy to a land-based vehicle. Selenium has the ability to transform any suitable vehicle platform into an autonomous vehicle, both at prototype volume and at scale. It is a collection of interoperable software modules that allow the vehicle to answer three key questions, where am I? What’s around me? What do I do next? Selenium spans the technological spectrum, from low-level device drivers, through calibration, 4-modal localization, mapping, perception, machine learning and planning, and its remarkable vertical integration even covers user interface and data export systems. It does not even need GPS or HD-Maps (although this can still be utilized, if available). -
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Wejo
Wejo
Simple and secure access to the world’s connected car data all in one place, helping our partners to innovate and solve mobility problems. The way we travel is changing. We’re living in a world that’s hyper-connected and our cars are becoming increasingly more connected too. Connected car data can offer you valuable insights to help transform your business and shape your future. Connected car data is accurate, authentic and most importantly, useful. The data comes from actual vehicles on the road, giving you unrivalled insights into driver needs and behaviours. We partner with leading vehicle manufacturers to harness the power that this data holds and make accessing it simple. For private and public sector businesses, the benefits of connected car data are huge. From locating traffic hotspots, to finding out where there are safety risks, to gaining insight into driver patterns and trends. -
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42dot
42dot
42dot combines cutting-edge technology with tailored connected services to optimize the process of moving people and goods. Our goal is to create a fully autonomous, centralized infrastructure for autonomous and frictionless transportation services. By accelerating the transition to autonomous Transportation-as-a-Service, we hope to bring valuable, life-enhancing products to the market. UMOS is a comprehensive mobility and logistics platform that integrates all forms of ground and air transportation services such as e-hailing, fleet management, demand-responsive transport, smart logistics and more. The platform encompasses multiple layers of functionality built with robust technology that provides enterprise-level scale. UMOS aims to create an ecosystem where we no longer have to worry about getting around. UMOS will take care of our mobility needs and everything related to being in motion. -
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Deeproute.ai
Deeproute.ai
DeepRoute.ai aims to provide the safest, smartest, and most reliable Level 4 full-stack self-driving solution. We are committed to innovating the future of transportation through the power of technology. DeepRoute.ai cooperates with OEMs and mobility Companies, achieving self-driving commercialization. DeepRoute.ai utilizes advancements in technological research and commercialization to collaborate with OEMs, mobility companies, and other partners to make self-driving more readily available to the public. Through semantic mapping and a real-time positioning system, DeepRoute.ai’s planning and control algorithm can plan the optimal path under complex road environments, and provide a safe, comfortable and effective driving experience. -
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Cerence
Cerence
The most powerful, most intelligent AI assistant solution for global mobility, Cerence offers a robust portfolio of products, services, toolkits, and innovations that brings tomorrow’s user experience to today’s mobility ecosystem. As the car of the future takes hold, Cerence leads the way with a new era of in-car assistants, a multi-modal, deeply integrated, proactive companion that accompanies drivers throughout their daily journeys, delivering effortless interaction that keeps drivers safe, comfortable, productive, and informed. Cerence Co-Pilot is a first-of-its-kind, multi-modal driving experience that transforms the automotive voice assistant into a proactive, intuitive, AI-powered companion that can support drivers like never before. Cerence Co-Pilot runs directly on a vehicle’s head unit, with advanced AI deeply integrated with car sensors and data to understand complex situations both inside the vehicle and around it. -
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Hivemind
Shield AI
We’re building Hivemind, our AI pilot, to enable swarms of drones and aircraft to operate autonomously without GPS, communications, or a pilot. Our mission is to protect service members and civilians with intelligent systems. More than just preset behaviors & waypoints. Like a human pilot, Hivemind reads and reacts to the battlefield, and does not require GPS, waypoints, or prior knowledge to make decisions. It is the first and only fully autonomous AI pilot deployed in combat since 2018. From indoor building clearance with quadcopters to integrated air defense breach with fixed-wing drones, and F-16 dogfights, Hivemind™ learns and autonomously executes missions. A new generation of aircraft flown by Hivemind to provide persistent aerial dominance across sea, air, and land, on the tactical edge. -
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ARGUS
Argus Cyber Security
Connected vehicles now outpace the growth in both mobile phones and tablets. While connectivity can increase road safety and improve the transit experience, the more vehicles become connected, the more vulnerable they are to cyber attacks. No longer the realm of science fiction, recent events have shown that cyber threats transcend vehicle make and model to include all cars and commercial vehicles equipped with embedded or aftermarket connectivity. Given the potential for physical harm to motorists, passengers and property in case of a breach, Argus’ mission is to maintain road safety and to prevent costly vehicle recalls. Today, motorists, truckers and fleet operators expect advanced services without giving up their safety, security or competitiveness. Argus, the global leader in automotive cyber security, provides comprehensive and proven solution suites to protect connected cars and commercial vehicles against cyber-attacks. -
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Momenta
Momenta
Momenta is a leading autonomous driving technology company. Momenta is dedicated to reshaping the future of mobility by offering solutions to enable multiple levels of driving autonomy. It has pioneered a unique scalable path toward full autonomous driving by combining a data-driven approach with iterating algorithms, referred to as its “flywheel approach”, as well as a “two-leg” product strategy focusing on both Mpilot, its mass-production-ready highly autonomous driving solutions, and MSD (Momenta Self-Driving), its driving solution targeting full autonomy. Mpilot is purpose-built mass production ready highly automated driving software solution for private vehicles. Our core product includes Mpilot X, which provides a highly autonomous end-to-end driving experience with full driving scenario coverage and key functions including Mpilot Highway, Mpilot Urban and Mpilot Parking. -
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CarTrek
CarTrek
CarTrek is a turnkey solution for car sharing, online scooter rental and rental automation services. We provide everything you need: equipment, software and mobile app under your brand. CarTrek is a platform for simple Car sharing administration. Our platform is already ready for use. Multiple settings allow you to use them in the way your business requires. CarTrek is a safe, flexible and constantly renewable platform. It enables you to concentrate on the development of your company. We have most of the processes as far as possible automated. Save time and resources for you and your customers. Free launch, branding and setup of the platform: You only pay a fixed fee for each connected vehicle. Connect one or more vehicles or scooters and try out our trial version. One month of free access!Starting Price: $6500 per year -
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DriveSync
DriveSync
Life is busy, as a result, you place high demands on your car to connect you to all aspects of work and life, safely and on-time. DriveSync by IMS delivers a suite of intelligently connected car services that transform driving into a truly intelligent experience, making you more productive and saving you time and money, with safety remaining at the core, with new services introduced on a regular basis! Forget about smart cars, this is about a smarter you. Get complete peace of mind on your journey with roadside assistance that intelligently works for you, with no ongoing fees or memberships to ever pay! If you need a tow or are locked out of your car, or you're running out of gas, or have a dead battery or flat tire, simply use DriveSync’s roadside assistance when you need it. DriveSync intelligently shares your location, vehicle type, and mobile phone number to ensure you get immediate roadside assistance from a nationwide network of operators. -
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NVIDIA DRIVE
NVIDIA
Software is what turns a vehicle into an intelligent machine. The NVIDIA DRIVE™ Software stack is open, empowering developers to efficiently build and deploy a variety of state-of-the-art AV applications, including perception, localization and mapping, planning and control, driver monitoring, and natural language processing. The foundation of the DRIVE Software stack, DRIVE OS is the first safe operating system for accelerated computing. It includes NvMedia for sensor input processing, NVIDIA CUDA® libraries for efficient parallel computing implementations, NVIDIA TensorRT™ for real-time AI inference, and other developer tools and modules to access hardware engines. The NVIDIA DriveWorks® SDK provides middleware functions on top of DRIVE OS that are fundamental to autonomous vehicle development. These consist of the sensor abstraction layer (SAL) and sensor plugins, data recorder, vehicle I/O support, and a deep neural network (DNN) framework. -
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OpenText Connected Vehicle Platform
OpenText
The evolution of technology has created unprecedented change in the Automotive industry. Consumer transportation preferences have shifted towards electrification, global connectivity, diverse mobility and autonomous driving. As connected vehicles become platforms for customer experience, the digital driving experience will heavily influence consumer loyalty and brand preference. Controlling the in-vehicle user experience is paramount. Consumers expect a connected vehicle experience similar to that of their connected experience at home, work and via their smartphone device. Vehicles without the right kind of connectivity to accommodate mobile lifestyles will quickly fall off the consumer’s consideration list. OpenText™ Connected Vehicle Platform is a cloud-based environment that offers an identity-centric approach to improving the vehicle ownership experience. Secure IoT data across the connected supply chain. -
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OpenFleet
OpenFleet
Easily monitor your vehicles. Make your drivers' commute more enjoyable. Optimize your fleet use. Our Team is here for you. We help you rationalize your vehicle fleet, whether we're taking short/long-term lease, corporate/peer to peer carsharing, autonomous vehicle service etc. Offering full portfolio of mobility solutions : onboard telematics, online supervision platforms and mobile apps. Managing a mobility service has never been so easy. Limitless mobility for your drivers. An innovative all-inclusive service. For Corporate or P2P use. Say goodbye to your keyboxes. Drivers now use their badge, smartphone or smart watch to unlock your fleet. Connect to your fleet through User or Manager Portal. Your vehicles are now available anywhere, anytime. Mentoring programs, 24/7 customer service, PR, training: a dedicated Mobility Manager will assist you all along your mobility project.Starting Price: $20 per user per month -
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CarPal
CarPal Enterprise Incorporated
CarPal App is a user-friendly mobile application that provides real-time insights into vehicle health, performance, and driving behavior, enhancing the overall driving experience and safety. CarPal Connect enables advanced vehicle connectivity, offering remote diagnostics, predictive maintenance, and data-driven insights for optimized fleet management and maintenance. FleetPal is a comprehensive fleet management platform that empowers businesses with real-time tracking, driver behavior monitoring, and maintenance scheduling, improving fleet efficiency, reducing costs, and enhancing overall performance. InsurPal utilizes vehicle data and driver behavior analytics to provide personalized insurance solutions, enabling insurance providers to accurately assess risks, tailor coverage, and incentivize safe driving. FixPal is an online marketplace connecting drivers with trusted repair shops and services, offering convenience, transparency, and quality service for all automotive repair needs.Starting Price: $12 user/month -
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Qualcomm Snapdragon Ride
Qualcomm
The Qualcomm® Snapdragon Ride™ Platform is one of the automotive industry’s most advanced, scalable and fully customizable automated driving platforms. It will facilitate automotive suppliers and automakers flexibility to deploy the safety, convenience and autonomous driving features in demand today--with the ability to scale in the future. Reliable, extreme, auto-ready performance at low power with more simplicity and higher automotive safety. And unlike other autonomous driving solutions that require liquid cooling, the Snapdragon Ride Platform is passive or air-cooled. Our comprehensive customizable platform features multi-ECU aggregation, allowing it to easily scale from Active safety to Convenience to full Self-Driving across a wider range of vehicles. In addition to our high-performance, energy-efficient hardware, the new Snapdragon Ride Autonomous Stack combines with the hardware to provide one of the most robust vehicle perception and driving brains available. -
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DriveMod
Cyngn
DriveMod is Cyngn’s full-stack autonomous driving solution. It integrates with off-the-shelf sensing and computing hardware to enable industrial vehicles to perceive the world, make decisions, and take action. DriveMod has been engineered to integrate smoothly into your existing workflows, enabling you to easily program vehicle routes, loops, and missions. In short, if a human driver can do it so can DriveMod. Safely bring autonomous capabilities to any commercially available vehicle through a retrofit. Drivemod’s flexibility ensures heterogeneous fleets operate smoothly regardless of vehicle type or manufacturer. Our AI software combines with leading sensors and computing hardware to create capabilities that far exceed that of human drivers. DriveMod can detect thousands of objects, propose thousands of candidate paths, and then navigate the optimal route — all in fractions of a second. -
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Faurecia
Faurecia
Mobility is at a turning point. Connected vehicles, autonomous driving, ride-sharing and electrification will radically alter what we want and expect from time spent on the move. Faurecia’s Cockpit of the future and sustainable mobility innovations focus on providing a safer, more comfortable, and personalized journey and helping ensure cleaner, more environmentally-responsible transportation. Faurecia supports automakers with complete Hydrogen Storage System integration for different vehicle architectures that match the industry requirements with just-in-time delivery of end-of-Line tested turnkey systems. Optimized in carbon fiber to reduce weight and fuel consumption, our homologated tanks ( 350 and 700 bar) will be produced at Faurecia’s new center of expertise for Hydrogen Storage Systems in Bavans, France. Faurecia has already gained major contracts, for the production of Light Commercial Vehicles and for a large-scale heavy-duty commercial vehicle project. -
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Airlinq
AIRLINQ
Airlinq is accelerating the development and deployment of large scale connected applications around smart mobility and ecosystem monetization for automakers, mobile network operators and consumers around the world. Airlinq powers the next generation enterprise-grade cloud and edge platform to handle complex AI and IoT use cases for the new breed of connected assets like cars, autonomous pods and drones. This highly scalable, globally available platform is ready to support millions of connected assets and vehicles with mission-critical latency, security and reliability. Open your connected infrastructure, be it a car or a wearable, to third party service providers. Enable them to target and deliver hundreds of contextual and personalized digital services directly to the consumers. Create a wow experience with seamless service provisioning, consent, payment and billings. -
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RTMaps
Intempora
RTMaps (Real-time multisensor applications) is a highly-optimized component-based development and execution middleware. Thanks to RTMaps, developers can design complex real-time systems and perception algorithms for their autonomous applications such as mobile robots, railway, defense but also ADAS and Highly automated driving. RTMaps is a versatile swiss-knife tool to develop and execute your application and offering multiple key benefits: ● Asynchronous data acquisition ● Optimized performance ● Synchronous recording and playback ● Comprehensive component libraries: over 600 I/O software components available ● Flexible algorithm development: Share and collaborate ● Multi-platform processing ● Cross-platform compatibility and scalable: from PC, Embedded targets, to the Cloud. ● Rapid prototyping and testing ● Integration with dSPACE tools ● Time and resource savings ● Limiting Development risks, errors and efforts. ● Certification ISO26262 ASIL-B: on demand -
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Aurora Driver
Aurora
Created from industry-leading hardware and software, the Aurora Driver is designed to adapt to a variety of vehicle types and use cases, allowing us to deliver the benefits of self-driving across several industries, including long-haul trucking, local goods delivery, and people movement. The Aurora Driver consists of sensors that perceive the world, software that plans a safe path through it, and the computer that powers and integrates them both with the vehicle. The Aurora Driver was designed to operate any vehicle type, from a sedan to a Class 8 truck. The Aurora Computer is the central hub that connects our hardware and autonomy software and enables the Aurora Driver to seamlessly integrate with every vehicle type. Our custom-designed sensor suite—including FirstLight Lidar, long-range imaging radar, and high-resolution cameras—work together to build a 3D representation of the world, giving the Aurora Driver a 360˚ view of what’s happening around the vehicle in real time. -
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Ericsson Connected Vehicle Cloud
Ericsson
Connected Vehicle Cloud is the most complete connected car platform on the market today. That's why frontrunners in automotive IoT are using it to connect 5.5 million vehicles and counting, across more than 150 countries. We offer CVC, our “white label” connected car solution, which enables automakers to create superior driver and passenger experiences, simplifying the internal process and improving profitability. The Connected Vehicle Cloud is built for scale and flexibility; a platform for fast-paced service innovation where vehicle manufacturers can continuously deploy new offerings. Currently, we address the areas of fleet management systems, telematics, service Innovation, and software and device management but with many more planned launches. To rapidly develop and manage new services for connected vehicles on a global scale, automakers and fleet operators need the right partner and the right platform. -
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Sibros
Sibros
Enable deep OTA software updates, edge data collection and diagnostic commands for any vehicle architecture on a single platform built for OEMs & the software-defined vehicle era. Accelerate product launch, mitigate recalls and delight customers with an award-winning connected vehicle platform that scales with you. Optimize fleet health, improve next-generation product designs, mitigate recalls and innovate new connected services with the Sibros Deep Connected Platform. Send safe and secure software updates to every ECU to fix code defects, reduce recall costs or upgrade vehicle functionality and performance anytime, anywhere with OTA Deep Updater. Optimize fleet health and enable new revenue-generating connected services by collecting deep, high-quality and actionable vehicle data from every ECU with OTA Deep Logger. Streamline maintenance processes and enrich connected services by triggering secure user or diagnostic commands to any ECU. -
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INVERS CloudBoxx
INVERS
Whether launching a carsharing, moped sharing, or any other shared mobility service, you need telematics (IoT) that turn regular vehicles into a connected, sharing-ready fleet. The INVERS CloudBoxx does just that. CloudBoxx is the market-leading telematics solution powering tens of thousands of shared vehicles in over 50 countries. It is German-engineered and the trusted backbone for leading shared mobility providers with a reliability rating of over 99.9%. CloudBoxx’s compatibility with any vehicle gives you the ultimate flexibility to freely choose the vehicles and software tools that will shape your unique service. Additionally, as all our products are developed in-house (hardware, firmware, and software), it ensures an optimum integrated and seamless solution while at the same time being modular. The integrated eSIM card enables multi-network-provider roaming to always select the best connection across network providers.Starting Price: Free -
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Wipro AutoInsights
Wipro
AutoInsights is Wipro’s homegrown, end-to-end connected vehicle platform that uses telematics devices to capture data from automobiles, crunches data in the custom-built analytics engine, and offers a wide range of benefits to vehicle and fleet owners, telecom providers, device vendors, insurers, vehicle service stations, car resellers, transportation departments, law agencies, and the wider automobile ecosystem players. AutoInsights is built on open-source tools, with best-in-class cloud and digital technologies from the market’s leading product vendors. Launched in October 2017, AutoInsights offers 40,000 vehicles, including cars, bikes, trucks, buses, and off-road vehicles (electric and combustion engine) in seven countries around the globe. AutoInsights comprises six innovative products; two patented and three commercially deployed in the market. The vision is to “maximize the lifetime value” by connecting vehicles to the cloud through IoT devices. -
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Platform Science
Platform Science
As your fleet and its needs evolve over time, our platform’s scalability, flexibility, and functionality help you stay in control. Our integrated devices and applications compute your fleet’s data in real-time, right at the source, your vehicles. Transform your vehicle into an IoT hub and unify all of its mobile devices on a single data plan. Keep your drivers connected on the go with an easy-to-use interface designed to help them with their daily workflow. With all your fleet’s networks combined, your vehicles will always have a strong signal anywhere the road takes them. Each vehicle on our platform is equipped with 4G LTE to ensure a reliable wireless connection. As mobile hotspots, your vehicles automatically pair with devices using WiFi within 330 feet. Sharing data is simple with automatic Bluetooth pairing within 115 feet of your vehicles. Our connected vehicle platform combines on-vehicle apps with cloud-based solutions to keep your fleet running with real-time data. -
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Carver21
DeepScale
AI Building Blocks for Intelligent Cars. Carver21 is purpose built to scale to your perception needs whether enabling safety features or delivering autonomous driving functions. -
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eMCOS
eSOL
● Application platform for autonomous driving systems that recognizes external environment through various collective data, and autonomously drive based on appropriate judgment ● Scalable distributed computing environment backed by many-core processors, and various types of processors to support advanced computing power required for intelligent information processing ● Scalable platform that allows software assets to be run on various hardware resources with real-time capability to ensure reliability and safety -
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Helm.ai
Helm.ai
We license AI software throughout the L2-L4 autonomous driving stack, perception, intent modeling, path planning, and vehicle control. Highest accuracy perception and intent prediction, leading to safer autonomous driving systems. Unsupervised learning and mathematical modeling, instead of supervised learning, allow learning from huge datasets. Our technologies are up to several orders of magnitude more capital-efficient, enabling much lower cost of development. Helm.ai full scene vision-based semantic segmentation fused with Lidar SLAM output from Ouster. L2+ autonomous driving with Helm.ai across highways 280 to 92 to 101, lane-keeping + ACC lane changes. Helm.ai pedestrian segmentation, with key-point prediction. Pedestrian segmentation and keypoint detection. Rain lane detection corner cases and Lidar-vision fusion. Full scene semantic segmentation, botts dots, and faded lane markings. -
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Cognata
Cognata
Cognata delivers full product lifecycle simulation for ADAS and autonomous vehicle developers. Automatically-generated 3D environments and realistic AI-driven traffic agents for AV simulation. Autonomous vehicles ready-to-use scenario library and simple authoring to create millions of AV edge cases. Closed-loop testing with painless integration. Configurable rules and visualization for autonomous simulation. Measured and tracked performance. Digital twin grade 3D environments of roads, buildings, and infrastructure that are accurate down to the last lane marking, surface material, and traffic light. A global, cost-effective, and efficient architecture built for the cloud from the beginning. Closed-loop simulation or integration with your CI/CD environment are a few clicks away. Enables engineers to easily combine control, fusion, and vehicle models with Cognata’s environment, scenario, and sensor modeling capabilities. -
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PRODRIVER
embotech
PRODRIVER is Embotech’s solution to the problem of motion planning for autonomous or highly-automated vehicles. It is an essential component of the autonomous driving software stack, within the so-called ‘decision making’ layer. As a motion planner, PRODRIVER is responsible to generate drivable trajectories or directly actuator commands such as steering, accelerating and braking. These are computed given the surrounding environment information. PRODRIVER does so by continuously making predictions and solving an optimization problem in real time. Its most important inputs are information about the drivable space, the obstacles within it and a goal (which could be a position or an objective such as making progress along a route). Its outputs can be used directly to control the vehicle or to provide set-points for the vehicle’s low-level controllers to track. The diagram below gives a schematic overview of how PRODRIVER is integrated within a typical autonomous vehicle software stack. -
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Tronis
TWT GmbH Science & Innovation
Tronis is an environment for virtual prototyping and for safeguarding driver assistance systems, e.g. for highly automated or autonomous driving . Based on a modern 3D game engine, real driving situations and traffic scenarios can be efficiently mapped and used for testing, e.g. for camera and radar-based environment detection. This can significantly accelerate the development of corresponding systems and reduce the need for real prototypes. -
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AutonomouStuff
AutonomouStuff
World’s premier automated platform provider. Starting with a customizable R&D vehicle platform can accelerate your work on advanced driver assistance systems (ADAS), advanced algorithm development and automated driving initiatives — or help take your driverless efforts to the next level. Step-by-step specification of your own R&D vehicle platform, from the vehicle to sensors, software and storage. When you purchase a platform from AutonomouStuff, we’re part of your team. A knowledgeable and experienced project manager stays in touch with you on a regular basis to keep you current on platform updates and to make sure we’re meeting your needs. -
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INRIX OpenCar
INRIX
INRIX OpenCar offers automakers a comprehensive suite of in-vehicle software and driving optimized content that provides significant advantages over other solutions available today. INRIX understands the intricacies and complexities that automakers face when implementing and supporting connected car solutions. So, we have developed a complete solution, software, tools and content - from which you can choose what you need to bring your brand's experience to life for drivers. Our in-vehicle software solutions are designed from the ground up to be the most modular, customizable and flexible offerings in the market, facilitating development and management and keeping you firmly in control, including ownership of sensitive driver and vehicle privacy data. Our high-quality content is as fresh and accurate as what is freely available on smartphones as opposed to the outdated and inaccurate information drivers have come to expect from existing infotainment systems. -
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Mojio
Mojio
Our Telematics Engine is at the core of our platform. It’s what’s ‘under the hood’, powering high-performance connected car services at scale, while addressing critical concerns around data privacy, security and reliability. Telco-grade and proven to support hundreds of thousands of simultaneously connected vehicles across multiple regional jurisdictions, our Telematics Engine delivers best-in-class latency with three nines uptime. Helping your customers take better care of their cars is an essential value proposition for every connected car service. Mojio collects, enhances and translates rich diagnostic data related to vehicle health and performance. When it comes to driving styles, there are professionals, beginners and everything in between. Mojio collects and interprets key indicators, such as speeding, accelerating, braking and more, to shape a clearer understanding of the trips we make. -
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The Upstream Platform
Upstream Security
The Upstream Platform is a cybersecurity and data management platform for connected vehicles. The platform leverages connected vehicle data to offer unparalleled mobility-specific actionable insights. Automotive OEMs, Tier 1 and Tier-2 suppliers, and mobility service providers leverage the Upstream Platform and its applications to secure their vehicles, optimize their fleets, enhance business offerings, and monetize vehicle data. Upstream’s cloud-based platform ingests connected vehicle data, normalizes and cleanses it, builds vehicle digital twins, and leverages AI-powered detection to identify relevant anomalies. These capabilities enable users to utilize purpose-built and customizable cybersecurity detection and response and advanced analytics applications for multiple use cases. These include unparalleled cyber threat detection, layered investigations, flexible querying, reporting, automated workflows, predictive maintenance, insurance, and more. -
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Otonomo
Otonomo
The Otonomo Platform provides secure data management and gives drivers granular controls over how their personal automotive data is shared. Patented technology performs data blurring for use cases requiring blurred data. Many mobility services can’t operate well without data from multiple automotive manufacturers (OEMs). Yet individual OEMs lack incentives to consolidate each others’ data. As a neutral third party, Otonomo aligns OEMs and the multitude of valuable apps and services that use car data. Third-party apps and services gain easy data access, while OEMs maintain control over which services can access their data. Our platform uses patented technology to cleanse, normalize, and enrich automotive data so that it is immediately usable by our ecosystem partners. We build enriched datasets that incorporate third-party sources and aggregated events and metrics for key use cases to save time and cost in development processes. -
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Amazon Web Services (AWS) enables automotive manufacturers and suppliers to build serverless IoT applications that gather, process, analyze, and act on connected vehicle data, without having to manage any infrastructure. With AWS IoT, customers can connect vehicles and devices to the AWS Cloud securely, with low latency and with low overhead. To help customers more easily develop and deploy a wide range of innovative connected vehicle services, AWS offers a connected vehicle solution that provides secure vehicle connectivity to the AWS Cloud, and a framework that helps customers integrate AWS IoT and AWS Greengrass into the Automotive Grade Linux (AGL) software stack. The connected vehicle solution includes capabilities for local computing within vehicles, sophisticated event rules, and data processing and storage. The solution is designed to provide a framework for connected vehicle services, allowing you to focus on extending the solution's functionality.
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iZND GPS Tracking Solution
iZND Services
iZND GPS Server is a leading web based GPS tracking platform successfully used by transportation companies, police and fire departments, utility companies, service organizations and other businesses with mobile workers around the world. iZND GPS Tracking Server scales from small installations to thousands of vehicles and operators. The platform supports hundreds of different tracking devices, a large number of maps and languages. Big companies and tracking partners can create separate tracking applications for different departments or customers on a single iZND GPS Server installation. The platform offers real time GPS tracking of multiple vehicles in a web browser. A live view of the entire vehicle fleet gives you control, the best vehicle can be dispatched for a job and specific vehicles can be followed when required. Alerts and notifications are instantly available in the application.Starting Price: $30 per month -
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Impersonate.ai
EchoTech.ai
Impersonate is an autonomous control platform for indoor or outdoor robots in highly dynamic environments that fully encompass perception and planning into a single AI stack that’s generalized to any robotic setup. -
47
SenseAuto
SenseTime
The SenseAuto intelligent automotive application platform enables our partners to capture new business opportunities and adopt cutting-edge AI technologies while riding the wave of intelligent automobiles. It comprises five parts - SenseAuto Cabin, SenseAuto Pilot, SenseAuto RoboX, SenseAuto Connect and SenseAuto Empower. -
48
openpilot
comma.ai
openpilot is open source software built to improve upon the existing driver assistance in most new cars on the road today. Tesla Autopilot like functionality for your Toyota, Honda, and other top brands. While engaged, openpilot includes camera based driver monitoring that works both day and night to alert the driver when their eyes are not on the road ahead.Starting Price: Free -
49
NVIDIA DRIVE Map
NVIDIA
NVIDIA DRIVE® Map is a multi-modal mapping platform designed to enable the highest levels of autonomy while improving safety. It combines the accuracy of ground truth mapping with the freshness and scale of AI-based fleet-sourced mapping. With four localization layers—camera, lidar, radar, and GNSS—DRIVE Map provides the redundancy and versatility required by the most advanced AI drivers. DRIVE Map is designed for the highest level of accuracy, the ground truth map engine creates DRIVE Maps using rich sensors—cameras, radars, lidars, and differential GNSS/IMU—with NVIDIA DRIVE Hyperion data collection vehicles. It achieves better than 5 cm accuracy for higher levels of autonomy (L3/L4) in selected environments, such as highways and urban environments. DRIVE Map is designed for near real-time operation and global scalability. Based on both ground truth and fleet-sourced data, it represents the collective memory of millions of vehicles. -
50
BlackBerry IVY
BlackBerry
BlackBerry IVY™ is poised to advance the auto industry to deliver the most innovative driving experience. With its scalable, cloud-based software platform, improved operations and valuable data, BlackBerry IVY helps you unlock your connected vehicle’s full potential. Access critical vehicle data to speed the development of new in-vehicle customer experiences. Propel growth with new revenue streams. Expand ecosystems and community of app developers. Reduce computing costs with edge data processing. Improve operations with data visibility. BlackBerry IVY is a scalable, cloud-connected software platform that’s poised to give developers and automakers a reliable and secure way to share vehicle sensor data. With data normalization, partners will be able to discover actionable insights on board and in the cloud. BlackBerry IVY is built with the benefit of our expertise in automotive software and the broad portfolio of AWS capabilities, including IoT and machine learning.