Alternatives to CerebrumX AI Powered Connected Vehicle Data Platform

Qloo, the "Cultural AI", is capable of decoding and forecasting consumer tastes around the world. Privacy-first API that predicts global consumer preferences, catalogs hundreds of million of cultural entities, and is privacy-first. Our API provides contextualized personalization and insight based on deep understanding of consumer behavior. We have access to more than 575,000,000 people, places, and things. Our technology allows you to see beyond trends and discover the connections that underlie people's tastes in their world. Our vast library includes entities such as brands, music, film and fashion. We also have information about notable people. Results are delivered in milliseconds. They can be weighted with factors like regionalization and real time popularity. Companies who want to use best-in-class data to enhance their customer experiences. Our flagship recommendation API provides results based on demographics and preferences, cultural entities, metadata, geolocational factors, and metadata.

Implement comprehensive OTA software updates, edge data gathering, and diagnostic functions for any vehicle framework on a unified platform tailored for OEMs and the software-defined vehicle landscape. Expedite product launches, reduce recall incidents, and enhance customer satisfaction with a renowned connected vehicle platform that grows alongside your needs. Leverage the Sibros Deep Connected Platform to enhance fleet health, refine future product designs, decrease recall issues, and explore innovative connected services. Transmit secure software updates to every ECU, addressing coding errors, lowering recall expenses, or enhancing vehicle capabilities and performance from anywhere at any time using OTA Deep Updater. Improve fleet health and open up new revenue streams through the collection of deep, high-quality, and actionable vehicle data from all ECUs with OTA Deep Logger. Simplify maintenance tasks and elevate connected service offerings by activating secure user and diagnostic commands for any ECU, ensuring a seamless integration of technology into the automotive experience. This holistic approach not only fosters innovation but also drives efficiency across the board.

EMQX is the world's most scalable and reliable MQTT messaging platform designed by EMQ. It supports 100M concurrent IoT device connections per cluster while maintaining extremely high throughput and sub-millisecond latency. EMQX boasts more than 20,000 global users from over 50 countries, connecting more than 100M IoT devices worldwide, and is trusted by over 300 customers in mission-critical IoT scenarios, including well-known brands like HPE, VMware, Verifone, SAIC Volkswagen, and Ericsson. Our edge-to-cloud IoT data solutions are flexible to meet the demands of various industries towards digital transformation, including connected vehicles, Industrial IoT, oil & gas, carrier, finance, smart energy, and smart cities. EMQX Enterprise: The World’s # 1 Scalable MQTT Messaging Platform -100M concurrent MQTT connections -1M/s messages throughput under 1ms latency -Business-critical reliability, Up to 99.99% SLA -Integrate IoT data seamlessly with over 40 cloud services and enterprise systems EMQX Cloud: Fully Managed MQTT Service for IoT - Scale as you need, pay as you go - Flexible and rich IoT data integration up to 40+ choices - Run in 19 regions across AWS, GCP, and Microsoft Azure - 100% MQTT

The future connected car experience is thin client applications and cloud frameworks that enable consumer commerce, in-car multimedia applications, mobile apps, enterprise services, and consumer commerce. Multi-media apps, AI-driven contextual recommendations and content delivery are all possible with the Xevo Journeyware platform. This platform is available for cloud, car, mobile devices. It also offers new monetization opportunities for automakers. The components of the Journeyware connected car platform can be found in more than 25,000,000 vehicles around the world. Xevo Context recommendation engine uses Journeyware's automotive AI technology. It provides a dynamic, hyper-contextual experience. These highly-relevant content are delivered as suggestions and offers based upon drivers' preferences, past behaviors, vehicle location, current route and more.

The Connected Vehicle Cloud stands out as the most comprehensive platform for connected cars currently available. This is evident as leading players in automotive IoT leverage it to connect over 5.5 million vehicles across more than 150 nations. Our CVC, a customizable connected car solution, empowers automakers to enhance both driver and passenger experiences while streamlining internal operations and boosting profitability. Designed with scalability and adaptability in mind, the Connected Vehicle Cloud serves as a dynamic platform for swift service innovation, allowing vehicle manufacturers to roll out new offerings continuously. At present, we focus on fleet management systems, telematics, service innovation, and software and device management, with plans for additional launches on the horizon. To effectively develop and manage innovative services for connected vehicles worldwide, it is essential for automakers and fleet operators to collaborate with the right partner and utilize the ideal platform for their needs. As the industry evolves, the versatility of the Connected Vehicle Cloud positions it as a leader in shaping the future of automotive connectivity.

The advancement of technology has led to significant transformation in the automotive sector. Preferences for consumer transportation have increasingly leaned towards electrification, global connectivity, varied mobility options, and self-driving capabilities. As vehicles become integrated platforms for enhancing customer experiences, the digital aspect of driving will play a crucial role in shaping consumer loyalty and brand choices. Managing the in-vehicle user experience is essential for success. Consumers are now looking for a connected driving experience that mirrors their seamless interactions at home, in the workplace, and through their mobile devices. If vehicles lack the necessary connectivity to support modern, mobile lifestyles, they risk being overlooked by potential buyers. The OpenText™ Connected Vehicle Platform serves as a cloud-based solution that employs an identity-centric strategy to enhance the vehicle ownership experience. Additionally, it ensures the security of IoT data across the entire connected supply chain, making it a vital resource for manufacturers and consumers alike.

Airlinq is driving the advancement and implementation of large-scale connected applications focused on smart mobility and ecosystem monetization for automakers, mobile network operators, and consumers worldwide. This innovative platform supports the next generation of enterprise-grade cloud and edge solutions, adept at managing complex AI and IoT scenarios for an emerging array of connected assets such as vehicles, autonomous pods, and drones. Designed to be highly scalable and globally accessible, the platform is equipped to cater to millions of connected devices and vehicles while ensuring critical latency, security, and reliability. By integrating third-party service providers, you can unlock the potential of your connected infrastructure, whether it be a vehicle or a wearable device. This integration allows for the delivery of hundreds of personalized and contextual digital services directly to consumers, enhancing their experience. Furthermore, it fosters seamless service provisioning, consent management, payment processing, and billing, ultimately creating a remarkable and efficient user journey. The future of connected mobility is here, and it's transforming the way consumers interact with technology.

INRIX OpenCar provides automakers with an extensive array of in-vehicle software and driving-optimized content that offers considerable benefits compared to other market options. Recognizing the challenges that automakers encounter in the deployment and maintenance of connected car technologies, INRIX has crafted a holistic solution comprising software, tools, and content, allowing you to select the elements that best enhance your brand's driver experience. Our software solutions are meticulously designed to be the most modular, customizable, and flexible in the industry, which streamlines both development and management processes while ensuring you retain control over sensitive driver and vehicle privacy data. Additionally, our premium content is consistently updated and accurate, rivaling the immediacy of smartphone information, unlike the outdated and often incorrect data typically found in current infotainment systems. This commitment to quality and adaptability ensures that automakers can meet evolving consumer expectations effectively.

BlackBerry IVY™ is set to revolutionize the automotive sector by providing an innovative driving experience through its advanced technology. This cloud-based software platform is designed to be scalable, enabling enhanced operations and offering valuable insights that help unlock the complete potential of connected vehicles. By gaining access to critical vehicle data, developers can accelerate the creation of new in-vehicle customer experiences, leading to the generation of new revenue streams. The platform also fosters the growth of ecosystems and a vibrant community of app developers, while simultaneously reducing computing costs through efficient edge data processing. Additionally, it enhances operational efficiency by providing improved data visibility. BlackBerry IVY serves as a reliable and secure solution for developers and automakers to share vehicle sensor data, thanks to its robust architecture. Through data normalization, partners can uncover actionable insights both on-site and in the cloud, allowing for more informed decision-making. Leveraging our extensive expertise in automotive software alongside the comprehensive offerings of AWS, including IoT and machine learning, BlackBerry IVY is at the forefront of the next wave of automotive innovation. Ultimately, this platform not only supports the current needs of the industry but also paves the way for future advancements in vehicle technology.

Amazon Web Services (AWS) provides automotive industry stakeholders with the tools to create serverless IoT applications that can collect, process, analyze, and respond to data from connected vehicles without the need for infrastructure management. Utilizing AWS IoT, users can securely connect their vehicles and devices to the AWS Cloud, benefiting from minimal latency and reduced operational costs. To simplify the development and deployment of various innovative services for connected vehicles, AWS has introduced a comprehensive connected vehicle solution that ensures secure connectivity to the AWS Cloud while facilitating the integration of AWS IoT and AWS Greengrass into the Automotive Grade Linux (AGL) software ecosystem. This solution encompasses features for local data processing within vehicles, advanced event handling, and efficient data storage options. The framework is structured to support a range of connected vehicle services, empowering developers to concentrate on enhancing the overall functionality of their applications. Furthermore, this integrated approach allows automotive manufacturers to innovate rapidly and respond to market demands effectively.

At the heart of our platform lies the Telematics Engine, which serves as the driving force behind our high-performance connected car services. This vital component ensures that we not only deliver robust performance on a large scale but also prioritize essential aspects like data privacy, security, and reliability. Designed to telco-grade standards, our Telematics Engine has been proven to manage hundreds of thousands of vehicles connected at once across various regions, achieving exceptional latency and maintaining an impressive uptime of three nines. By enabling customers to better care for their vehicles, our service underscores the key value proposition for any connected car solution. Mojio excels in gathering, enhancing, and translating detailed diagnostic data regarding vehicle health and performance. Furthermore, we recognize the diverse range of driving styles, from professionals to novices and everything in between. By collecting and analyzing critical indicators such as speeding, acceleration, and braking, Mojio provides insights that foster a more comprehensive understanding of travel behaviors and patterns, ultimately enhancing the driving experience.

The rise of connected vehicles has surpassed that of mobile phones and tablets. This enhanced connectivity offers the promise of increased road safety and an improved travel experience; however, it also introduces greater susceptibility to cyber threats. No longer confined to the realm of fiction, recent incidents have demonstrated that cyber vulnerabilities affect all vehicles, regardless of brand or type, especially those with built-in or aftermarket connectivity features. The potential risks associated with such breaches could lead to severe consequences for drivers, passengers, and property alike. In light of this, Argus is dedicated to safeguarding road safety and minimizing the risk of expensive vehicle recalls. Today’s drivers, truckers, and fleet managers demand cutting-edge services while maintaining their safety, security, and competitive edge. As the foremost authority in automotive cyber security, Argus delivers a range of comprehensive and reliable solutions designed to shield connected cars and commercial vehicles from cyber threats effectively. Their commitment not only focuses on protection but also on ensuring that innovation can thrive without compromising safety.

IBM's IoT Connected Vehicle Insights is an innovative software solution for connected cars that merges real-time information about drivers, vehicles, and their surroundings to enhance the in-vehicle experience. This specialized cloud service captures data from vehicle sensors and leverages analytics and artificial intelligence to gain insights into driver habits. By linking with other cloud-based information systems, including weather and traffic data, it enriches context and situational awareness. The platform enables real-time connections among drivers, vehicles, and their external environment to refine the overall in-car experience. Equipped with this comprehensive data, connected vehicles can identify potential safety hazards or quality concerns and react promptly. For instance, by accessing live weather and traffic updates, the vehicle's collision avoidance system can operate more effectively. Additionally, this dedicated SaaS platform offers sophisticated navigation capabilities, such as predicting destinations based on individual driver behavior, ensuring a seamless and personalized journey for every user. As a result, drivers can expect a safer and more enjoyable ride.

As your fleet adapts and grows, our platform’s adaptability, scalability, and comprehensive features empower you to maintain control effectively. By utilizing integrated devices and applications, your fleet's data is processed in real-time directly from the vehicles themselves. Turn your vehicle into an IoT hub by consolidating all mobile devices under a single data plan. Ensure that your drivers remain connected while on the move with a user-friendly interface tailored to enhance their daily tasks. With all networks merged, your vehicles will consistently maintain a robust signal regardless of where the journey leads. Each vehicle integrated into our platform is outfitted with 4G LTE technology, guaranteeing a dependable wireless connection. Serving as mobile hotspots, your vehicles can seamlessly connect to devices via WiFi within a 330-foot radius. Additionally, data sharing becomes effortless with automatic Bluetooth pairing available within 115 feet of your vehicles. Our connected vehicle platform synergizes on-vehicle applications with cloud-based resources, providing your fleet with real-time insights and operational efficiency. This ensures that you can respond quickly to any situation that arises, maximizing productivity and enhancing overall fleet management.

The Upstream Platform serves as a comprehensive cybersecurity and data management solution tailored for connected vehicles. By utilizing the data generated from these vehicles, it provides unmatched, mobility-focused actionable insights. Automotive original equipment manufacturers (OEMs), Tier 1 and Tier-2 suppliers, along with mobility service providers, utilize the Upstream Platform and its various applications to enhance vehicle security, optimize fleet management, improve business offerings, and generate revenue from vehicle data. This cloud-based platform processes connected vehicle information, ensuring it is normalized and cleansed, while also creating digital twins of vehicles and employing AI-driven detection to spot significant anomalies. These advanced features empower users with specialized and customizable applications for cybersecurity detection, response, and analytics across a range of scenarios. Use cases include exceptional cyber threat identification, multi-layered investigations, dynamic querying, comprehensive reporting, automated operational workflows, predictive maintenance strategies, insurance solutions, and much more, catering to a diverse array of industry needs.

AutoInsights is Wipro's proprietary platform designed for connected vehicles, utilizing telematics devices to gather data from various automobiles, processing this information through a specially developed analytics engine, and providing extensive advantages to a diverse range of stakeholders such as vehicle and fleet owners, telecom companies, device manufacturers, insurers, automotive service providers, car dealerships, transportation authorities, law enforcement agencies, and other participants in the automotive industry. Built on open-source technologies and leveraging top-tier cloud and digital solutions from the industry's foremost vendors, AutoInsights was introduced in October 2017 and currently supports 40,000 vehicles, including cars, motorcycles, trucks, buses, and off-road vehicles powered by both electric and combustion engines across seven countries worldwide. This platform features six cutting-edge products, with two of them patented and three successfully launched in the commercial market, all aimed at facilitating improved connectivity. The overarching goal is to "maximize the lifetime value" of vehicles by integrating them with the cloud through IoT devices, thereby enhancing overall efficiency and performance within the automotive ecosystem. By fostering real-time data exchange and analysis, AutoInsights empowers its users to make informed decisions that drive greater operational success.

Our analytics are tailored specifically for applications related to connected vehicles and lifestyles. Agnik's innovative analytics platform, which combines both onboard and cloud-based intelligence, is complemented by a leading ecosystem of vertical-specific products and integrated monetization strategies. Vyncs™ serves as Agnik's service platform aimed at drivers, offering an extensive array of services that encompass thorough vehicle health monitoring, benefits from usage-based insurance programs, and various location-based offerings. The technology behind Vyncs™ is protected by patents, allowing it to transform vehicle data into actionable insights. VyncsLite™, on the other hand, is a B2B smartphone-based solution that facilitates real-time and offline analytics without the need for extra devices. By leveraging the sensor data from smartphones, it generates analytics applicable across numerous sectors, including insurance and location-based services, thus broadening its usability and appeal in the connected vehicle market. This dual-platform approach enhances the overall functionality and versatility of Agnik's offerings.

The CarPal App is a highly intuitive mobile platform designed to deliver immediate information about vehicle condition, performance metrics, and driving habits, thereby improving the driving experience and safety. With CarPal Connect, users gain access to sophisticated vehicle connectivity features, which include remote diagnostics, proactive maintenance alerts, and analytics driven by data to enhance fleet management strategies. FleetPal stands out as an all-encompassing fleet management solution, equipping businesses with tools for real-time tracking, monitoring of driver behavior, and scheduling of maintenance, which collectively boost fleet productivity, lower expenses, and elevate overall operational performance. InsurPal leverages data from vehicles and driver behavior to create customized insurance offerings, allowing insurers to more accurately evaluate risks, personalize coverage options, and encourage safer driving practices among users. Additionally, FixPal serves as a digital marketplace linking drivers to reliable repair shops and services, ensuring convenience, transparency, and high-quality solutions for all automotive repair requirements, ultimately fostering a seamless experience for vehicle owners.

The landscape of mobility is undergoing significant transformation as connected vehicles, autonomous technology, ride-sharing, and electrification reshape our expectations and experiences during travel. Faurecia is at the forefront of this evolution with its vision for the Cockpit of the future, aiming to enhance journeys by prioritizing safety, comfort, and personalization, while also championing environmentally-friendly transportation solutions. In addition to this, Faurecia is aiding automakers by providing fully integrated Hydrogen Storage Systems tailored to diverse vehicle architectures, meeting industry demands with timely delivery of tested turnkey solutions. Our hydrogen tanks, designed with carbon fiber to minimize weight and optimize fuel efficiency, are certified for 350 and 700 bar and will be manufactured at Faurecia's cutting-edge facility for Hydrogen Storage Systems located in Bavans, France. The company has already secured significant contracts for producing Light Commercial Vehicles and is also engaged in a large-scale project for heavy-duty commercial vehicles, emphasizing its commitment to advancing sustainable mobility. This strategic focus positions Faurecia as a key player in the future of transportation, reinforcing its dedication to innovation and environmental stewardship.

Shield your income, innovate your services, and combat cyber threats with the foremost authority in digital platform security. Irdeto specializes in safeguarding platforms and applications across various sectors, including video entertainment, gaming, connected transportation, healthcare, and IoT industries, securing over 6 billion devices and applications globally. With more than 50 years of expertise in digital security, the company is known for being the inventors and primary patent holders of whitebox cryptography. Boasting nearly 1,000 professionals across over 15 worldwide locations, Irdeto is dedicated to assisting customers in the video entertainment domain to safeguard their earnings, develop new offerings, and fend off cybercrime. Each month, the firm secures more than 600 million streams, while protecting over 400 operators and more than 40 million software client devices. Renowned as the top choice in video game protection, Irdeto also excels in securing connected industries with its industry-leading software that defends devices and applications from tampering, hacking, and intellectual property theft. Daily, the company protects around 50 million transactions and has established itself as a pioneer in connected vehicle security. In this competitive landscape, Irdeto continues to set the benchmark for security solutions.

Accessing comprehensive and secure connected car data from around the globe in one centralized location empowers our partners to innovate and tackle mobility challenges effectively. The landscape of travel is evolving rapidly, influenced by our hyper-connected environment and the increasing connectivity of our vehicles. Utilizing connected car data can provide essential insights that facilitate business transformation and future planning. This data is not only precise and genuine, but also remarkably advantageous for various applications. Sourced directly from vehicles actively navigating the roads, it offers unparalleled understanding of driver preferences and behaviors. By collaborating with top vehicle manufacturers, we are able to unlock the potential of this data and simplify the process of accessing it. The advantages of connected car data extend significantly to both private and public sector organizations, enabling them to identify traffic congestion areas, assess safety hazards, and understand driver behavior and trends more comprehensively. Harnessing this information can lead to improved safety measures and more efficient traffic management systems.

As the foremost provider of connected car APIs, we harness vehicle data for fleets, dealerships, and insurance firms. Our clients leverage insights gained from this data to enhance safety, sustainability, and operational performance. We obtain our data directly from manufacturers and aftermarket devices, ensuring the highest quality available. It’s clean, efficient data sourced properly. Our infrastructure includes a high-capacity, easily accessible data warehouse, so you can retrieve your data with ease and without the need for additional hardware or unnecessary complications. We also offer an affordable pricing structure, guaranteeing that you receive the insights essential for your operations. Data alone may seem like mere numbers, but when analyzed effectively, it transforms into valuable insights that drive business impact. We provide ongoing monitoring and analysis to deliver actionable recommendations tailored to your needs. Furthermore, we offer an intuitive standalone user interface along with customizable widgets for integration into your own software, ensuring that all your insights and recommendations are readily available for your convenience. With our solutions, making informed decisions has never been easier.

Waycare gathers data from the existing infrastructure of transportation agencies and enhances it with information sourced from mobile applications, connected vehicles, weather data, and event management systems. This diverse array of data is then processed using advanced Artificial Intelligence (AI) algorithms that generate valuable insights and forecasts aimed at improving traffic safety and managing congestion effectively. Traffic Management Center (TMC) operators are responsible for overseeing both freeways and arterial roads, coordinating incident responses, and ensuring that the public remains informed about current traffic situations. However, juggling numerous tasks across various platforms and screens can lead to significant inefficiencies in their operations. To address these challenges, TMC operators require an integrated system that promotes communication between agencies, enabling a more proactive approach to managing traffic issues. Smart Connect offers TMC personnel a robust suite of tools designed for effective strategic response and seamless coordination among different stakeholders. In this way, TMC operators can enhance their efficiency and improve overall traffic management outcomes.

AWS Deep Learning AMIs (DLAMI) offer machine learning professionals and researchers a secure and curated collection of frameworks, tools, and dependencies to enhance deep learning capabilities in cloud environments. Designed for both Amazon Linux and Ubuntu, these Amazon Machine Images (AMIs) are pre-equipped with popular frameworks like TensorFlow, PyTorch, Apache MXNet, Chainer, Microsoft Cognitive Toolkit (CNTK), Gluon, Horovod, and Keras, enabling quick deployment and efficient operation of these tools at scale. By utilizing these resources, you can create sophisticated machine learning models for the development of autonomous vehicle (AV) technology, thoroughly validating your models with millions of virtual tests. The setup and configuration process for AWS instances is expedited, facilitating faster experimentation and assessment through access to the latest frameworks and libraries, including Hugging Face Transformers. Furthermore, the incorporation of advanced analytics, machine learning, and deep learning techniques allows for the discovery of trends and the generation of predictions from scattered and raw health data, ultimately leading to more informed decision-making. This comprehensive ecosystem not only fosters innovation but also enhances operational efficiency across various applications.

The Otonomo Platform enables secure management of data, allowing drivers to have detailed control over the sharing of their personal vehicle information. Utilizing patented technology, the platform offers data blurring capabilities for scenarios that require anonymized information. Many mobility services struggle to function effectively without data from various automotive manufacturers (OEMs), yet these manufacturers often lack the motivation to merge their data with that of others. Acting as a neutral intermediary, Otonomo facilitates collaboration among OEMs and the diverse range of applications and services that depend on automotive data. This arrangement allows third-party applications to access crucial data easily while ensuring OEMs retain authority over which services are granted access. Additionally, our platform employs patented methods to cleanse, normalize, and enhance automotive data, making it immediately actionable for our ecosystem partners. We create enriched datasets by integrating third-party inputs and compiling events and metrics essential for significant use cases, ultimately streamlining development processes and reducing costs. This collaborative approach not only benefits data consumers but also promotes innovation within the automotive sector.

The NVIDIA Deep Learning GPU Training System (DIGITS) empowers engineers and data scientists by making deep learning accessible and efficient. With DIGITS, users can swiftly train highly precise deep neural networks (DNNs) tailored for tasks like image classification, segmentation, and object detection. It streamlines essential deep learning processes, including data management, neural network design, multi-GPU training, real-time performance monitoring through advanced visualizations, and selecting optimal models for deployment from the results browser. The interactive nature of DIGITS allows data scientists to concentrate on model design and training instead of getting bogged down with programming and debugging. Users can train models interactively with TensorFlow while also visualizing the model architecture via TensorBoard. Furthermore, DIGITS supports the integration of custom plug-ins, facilitating the importation of specialized data formats such as DICOM, commonly utilized in medical imaging. This comprehensive approach ensures that engineers can maximize their productivity while leveraging advanced deep learning techniques.

As facial recognition technology advances, the collection of public video footage poses significant privacy threats. Brighter AI's Precision Blur stands out as the leading solution for accurate face redaction globally. Their innovative Deep Natural Anonymization leverages generative AI to generate synthetic face overlays that ensure individuals remain unrecognizable, all while maintaining the quality necessary for machine learning applications. The Selective Redaction interface empowers users to choose which personal information in videos to anonymize selectively. In specific scenarios, like those encountered in media and law enforcement, it may not be necessary to blur every face. Following automated detection processes, users have the option to individually select or deselect objects. Furthermore, the Analytics Endpoint delivers essential metadata linked to the original elements, including bounding box coordinates, facial landmarks, and attributes of individuals. With JSON outputs, users can access pertinent information while ensuring that images or videos remain compliant and anonymized, preserving privacy in an increasingly digital world. This combination of features not only enhances privacy but also supports various professional applications effectively.

Applied Intuition's Vehicle OS is a highly adaptable and modular solution designed to assist automakers, commercial fleets, and defense contractors in creating, launching, and maintaining a wide array of vehicle software, hardware, and AI applications that span various areas, including advanced driver-assistance systems (ADAS), entertainment systems, autonomous driving, and digital services. The integrated on-board SDK offers a real-time operating system, essential drivers, middleware, and a foundational compute architecture tailored for both safety-critical and consumer-oriented applications, while the external platform facilitates cloud-based data logging, remote diagnostics, over-the-air (OTA) updates, and management of digital twins. Developers benefit from a comprehensive Workbench environment that includes built-in build and testing resources, continuous integration pipelines, and automated validation processes. This platform effectively connects vehicle intelligence across different ecosystems by merging autonomy frameworks, simulation tools for vehicle dynamics and sensor interactions, and a robust ecosystem of developer tools. By providing these capabilities, it empowers developers to innovate and enhance the future of transportation.

Create innovative vehicle products and services focused on enhancing safety, ensuring compliance, and enriching the mobility experience, which can drive the growth of emerging mobility services and boost profitability. The demand for new mobility services emphasizes the necessity of a vehicle that is both well-connected and readily available. Utilizing Azure can significantly shorten your time to market, allowing for the quicker integration of new vehicles into mobility offerings. By addressing the emerging autonomous vehicle sector, you can cater to the increasing needs of urban populations through the swift development, testing, and certification of new self-driving car technologies that prioritize safety and align with the changing expectations of consumers. Automotive solutions are key to speeding up vehicle innovation while offering the necessary products and services to fulfill your specific business goals. The rise of autonomous vehicles marks a pivotal digital transformation that promises safer roads, more efficient urban environments, and a cleaner planet. This technological landscape is distinct, presenting a myriad of challenges and sophisticated solutions that require careful navigation. As the industry evolves, continuous innovation will be essential for staying ahead in this competitive market.

When initiating a carsharing, moped sharing, or any shared mobility venture, utilizing telematics (IoT) is essential for transforming conventional vehicles into a fleet ready for shared use. The INVERS CloudBoxx serves this purpose effectively. As the leading telematics solution, CloudBoxx supports tens of thousands of shared vehicles across more than 50 countries, showcasing its global reach. Engineered in Germany, it acts as the reliable backbone for top shared mobility providers, boasting an impressive reliability rating exceeding 99.9%. Its ability to integrate with any vehicle offers unparalleled flexibility, allowing you to select the vehicles and software tools that will define your distinct service. Furthermore, all components of our products—hardware, firmware, and software—are developed internally, guaranteeing an optimal, seamless solution that is also modular. The built-in eSIM card facilitates multi-network-provider roaming, ensuring that you consistently benefit from the best available connections across various network providers. This comprehensive approach not only enhances operational efficiency but also enriches the user experience, making shared mobility more accessible and reliable than ever before.

Selenium stands as our premier product, representing an extensive full-stack autonomy system developed through over 500 person-years of dedicated work. This comprehensive suite of software for vehicles, designed to operate with a drive-by-wire interface and minimal computing resources, enables complete autonomy for land-based vehicles. Selenium is capable of converting any compatible vehicle platform into an autonomous unit, whether for prototype development or mass production. Comprised of a series of interoperable software components, it equips the vehicle to effectively address three fundamental inquiries: Where am I? What surrounds me? What actions should I take next? Encompassing a wide range of technologies, Selenium includes everything from low-level device drivers to calibration, four-modal localization, mapping, perception, machine learning, and planning, with its impressive vertical integration extending to user interfaces and data export systems. Notably, it operates independently of GPS or HD-Maps, although these can still be integrated when available, thus enhancing its versatility and application in diverse environments. With this innovative technology, we are redefining the future of autonomous vehicles.

CarTrek offers a comprehensive solution for car sharing, scooter rentals, and rental automation services, making it an ideal choice for businesses looking to streamline operations. We provide all essential components, including equipment, software, and a mobile app, customized to reflect your brand. The CarTrek platform simplifies car sharing management and is fully operational from the start. With various customizable settings, you can tailor the platform to meet your specific business needs. CarTrek ensures a secure, adaptable, and continually evolving service that allows you to focus on expanding your enterprise. Most of our processes are automated to maximize efficiency, saving you valuable time and resources for both your business and clients. We offer a free launch, branding, and setup service, with a straightforward pricing model where you only incur a fixed fee for each vehicle connected. You can easily connect multiple vehicles or scooters and take advantage of our one-month trial period at no cost. This opportunity allows you to experience firsthand the benefits of our platform before making a commitment.

Cerence stands out as a leading AI assistant solution specifically tailored for global mobility, providing an extensive array of products, services, innovations, and toolkits that enhance user experiences within the mobility landscape. As advancements in automotive technology continue to evolve, Cerence paves the path for a revolutionary generation of in-car assistants, offering a multi-modal and intricately integrated companion that supports drivers on their everyday journeys while ensuring their safety, comfort, productivity, and access to information. The Cerence Co-Pilot represents a groundbreaking innovation in automotive voice assistance, evolving it into a proactive and intuitive AI companion that offers unprecedented support to drivers. Operating directly from a vehicle's head unit, the Cerence Co-Pilot leverages sophisticated AI algorithms that are seamlessly integrated with the car's sensors and data, enabling it to interpret complex scenarios both within the vehicle and in its surroundings. This level of integration not only enhances the driving experience but also sets a new standard in automotive technology.

In today's fast-paced world, the demands placed on your vehicle to facilitate your work and personal life are significant, requiring reliable performance and punctuality. DriveSync by IMS offers a comprehensive range of connected car services designed to enhance your driving experience, ultimately increasing your productivity while saving you both time and money, all while prioritizing safety with regularly updated features! This isn't just about having a smart car; it's about elevating your own intelligence on the road. Enjoy total peace of mind during your travels, thanks to a roadside assistance program that operates without any recurring fees or membership costs! Whether you find yourself needing a tow, locked out of your vehicle, low on fuel, dealing with a dead battery, or a flat tire, DriveSync’s roadside assistance is there for you whenever you need it. The system smartly transmits your location, vehicle details, and phone number to guarantee prompt support from a vast network of service providers across the nation, ensuring that help is only a call away. With DriveSync, you can navigate life's challenges with greater ease and confidence.

We collaborate to develop innovative solutions that help our clients transition to sustainable mobility while propelling the automotive industry forward. Fueled by the integration of cutting-edge technologies such as AI, IoT, and connected infrastructure, alongside digitization and electrification, we are swiftly moving toward a transformed future in automotive. This pivotal moment promises unparalleled freedom characterized by zero accidents, zero emissions, and no ownership, presenting a remarkable opportunity for society, the economy, and the environment. Our role is to empower automakers to push the boundaries of crucial automotive and mobility technology advancements. By merging the agility and dynamic nature of a startup with the extensive reach and resources of a larger enterprise, we are able to provide complex solutions rapidly, even in critical situations. As we navigate the era of autonomous driving, we focus on addressing both current and future software demands. Moreover, we emphasize the importance of creating distinct and highly personalized in-vehicle experiences that leverage intelligent technology. This approach not only enhances the driving experience but also aligns with the broader goals of sustainability and innovation in the automotive sector.

PaddlePaddle, built on years of research and practical applications in deep learning by Baidu, combines a core framework, a fundamental model library, an end-to-end development kit, tool components, and a service platform into a robust offering. Officially released as open-source in 2016, it stands out as a well-rounded deep learning platform known for its advanced technology and extensive features. The platform, which has evolved from real-world industrial applications, remains dedicated to fostering close ties with various sectors. Currently, PaddlePaddle is utilized across multiple fields, including industry, agriculture, and services, supporting 3.2 million developers and collaborating with partners to facilitate AI integration in an increasing number of industries. This widespread adoption underscores its significance in driving innovation and efficiency across diverse applications.

IoT Edge Connect offers a protocol for real-time communication and data processing specifically designed for devices connected to Akamai. Utilizing both the message queuing telemetry transport (MQTT) and HTTP protocols, it efficiently ingests messages while ensuring that data is processed and sent back to devices instantly through a publish-subscribe model. This MQTT-centric system enables seamless reading from and writing to message queues, automatically delivering messages organized by topics. Additionally, the HTTP interface allows for an alternative method of accessing the same message queues that the MQTT protocol utilizes, enabling clients to request messages in topic form via a REST API. Overall, IoT Edge Connect enhances connectivity and data flow between devices and the cloud, providing flexibility in how messages are handled and delivered.

Utilizing Automaton AI's ADVIT platform, you can effortlessly create, manage, and enhance high-quality training data alongside DNN models, all from a single interface. The system automatically optimizes data for each stage of the computer vision pipeline, allowing for a streamlined approach to data labeling processes and in-house data pipelines. You can efficiently handle both structured and unstructured datasets—be it video, images, or text—while employing automatic functions that prepare your data for every phase of the deep learning workflow. Once the data is accurately labeled and undergoes quality assurance, you can proceed with training your own model effectively. Deep neural network training requires careful hyperparameter tuning, including adjustments to batch size and learning rates, which are essential for maximizing model performance. Additionally, you can optimize and apply transfer learning to enhance the accuracy of your trained models. After the training phase, the model can be deployed into production seamlessly. ADVIT also supports model versioning, ensuring that model development and accuracy metrics are tracked in real-time. By leveraging a pre-trained DNN model for automatic labeling, you can further improve the overall accuracy of your models, paving the way for more robust applications in the future. This comprehensive approach to data and model management significantly enhances the efficiency of machine learning projects.

We collaborate closely with enterprises to identify the prevalent challenges that hinder organizations from achieving their desired outcomes. Our designs aim to unlock possibilities that traditional methods have rendered impractical. Both large and small corporations need an AI platform that provides full empowerment and ownership. It is crucial to address data privacy while implementing AI solutions in a cost-effective manner. By improving operational efficiency, we enhance human work rather than replace it. Our application of AI allows for the automation of repetitive or hazardous tasks, minimizing the need for human involvement and accelerating processes with creativity and empathy. Machine Learning equips applications with seamless predictive capabilities, enabling the construction of classification and regression models. Additionally, it offers functionalities for clustering and visualizing different groupings. Supporting an array of ML libraries such as Weka, Scikit-Learn, H2O, and Tensorflow, it encompasses approximately 22 distinct algorithms tailored for developing classification, regression, and clustering models. This versatility ensures that businesses can adapt and thrive in a rapidly evolving technological landscape.

V7 Darwin is a data labeling and training platform designed to automate and accelerate the process of creating high-quality datasets for machine learning. With AI-assisted labeling and tools for annotating images, videos, and more, V7 makes it easy for teams to create accurate and consistent data annotations quickly. The platform supports complex tasks such as segmentation and keypoint labeling, allowing businesses to streamline their data preparation process and improve model performance. V7 Darwin also offers real-time collaboration and customizable workflows, making it suitable for enterprises and research teams alike.

SKY ENGINE AI is a simulation and deep learning platform that generates fully annotated, synthetic data and trains AI computer vision algorithms at scale. The platform is architected to procedurally generate highly balanced imagery data of photorealistic environments and objects and provides advanced domain adaptation algorithms. SKY ENGINE AI platform is a tool for developers: Data Scientists, ML/Software Engineers creating computer vision projects in any industry. SKY ENGINE AI is a Deep Learning environment for AI training in Virtual Reality with Sensors Physics Simulation & Fusion for any Computer Vision applications.

NVIDIA's DeepStream SDK serves as a robust toolkit for streaming analytics, leveraging GStreamer to facilitate AI-driven processing across various sensors, including video, audio, and image data. It empowers developers to craft intricate stream-processing pipelines that seamlessly integrate neural networks alongside advanced functionalities like tracking, video encoding and decoding, as well as rendering, thereby enabling real-time analysis of diverse data formats. DeepStream plays a crucial role within NVIDIA Metropolis, a comprehensive platform aimed at converting pixel and sensor information into practical insights. This SDK presents a versatile and dynamic environment catered to multiple sectors, offering support for an array of programming languages such as C/C++, Python, and an easy-to-use UI through Graph Composer. By enabling real-time comprehension of complex, multi-modal sensor information at the edge, it enhances operational efficiency while also providing managed AI services that can be deployed in cloud-native containers managed by Kubernetes. As industries increasingly rely on AI for decision-making, DeepStream's capabilities become even more vital in unlocking the value embedded within sensor data.

Neuralhub is a platform designed to streamline the process of working with neural networks, catering to AI enthusiasts, researchers, and engineers who wish to innovate and experiment in the field of artificial intelligence. Our mission goes beyond merely offering tools; we are dedicated to fostering a community where collaboration and knowledge sharing thrive. By unifying tools, research, and models within a single collaborative environment, we strive to make deep learning more accessible and manageable for everyone involved. Users can either create a neural network from the ground up or explore our extensive library filled with standard network components, architectures, cutting-edge research, and pre-trained models, allowing for personalized experimentation and development. With just one click, you can construct your neural network while gaining a clear visual representation and interaction capabilities with each component. Additionally, effortlessly adjust hyperparameters like epochs, features, and labels to refine your model, ensuring a tailored experience that enhances your understanding of neural networks. This platform not only simplifies the technical aspects but also encourages creativity and innovation in AI development.

Using our MIND platform, we create tailored solutions to address your specific challenges. Subsequently, we provide training for your team to manage these solutions and adjust the underlying models as necessary. Companies across various sectors, including industrial, medical, and consumer services, leverage our products and services to automate tasks that were previously reliant on human intervention, such as conducting visual inspections for product quality, ensuring quality assurance in the food sector, counting and categorizing cells or chromosomes in biomedical research, analyzing gaming performance, measuring geometrical attributes like position, size, profile, distance, and angle, tracking agricultural objects, and conducting time series analyses in healthcare and sports. With the capabilities offered by our MIND platform, businesses can seamlessly develop comprehensive AI solutions tailored to their needs. This platform equips you with all the essential resources required for each of the five stages involved in creating deep learning solutions, ensuring a smooth and efficient development process. Ultimately, our goal is to empower your business to thrive in a rapidly evolving technological landscape.

Take charge of your data management by implementing zero-trust access governance. Identify, evaluate risks, and safeguard essential business content effectively. Ensure the protection of sensitive and regulated information, while also complying with regulatory requirements related to financial data, privacy, and the right to be forgotten. Concentric offers seamless, agentless connectivity to an extensive range of data repositories, allowing you to manage data access regardless of its location. We handle both structured and unstructured data, whether it resides in the cloud or on your premises. Additionally, our platform integrates smoothly with well-known data classification frameworks, such as Microsoft Information Protection, enabling you to achieve superior coverage and enhanced accuracy in classification across your security ecosystem. Should you require additional capabilities not listed, please reach out to us; our dedicated professional services team is ready to assist in swiftly connecting your data. By leveraging our solutions, you can enhance your overall data governance and security posture.