Top eMCOS Alternatives

RaimaDB is an embedded time series database designed specifically for Edge and IoT devices, capable of operating entirely in-memory. This powerful and lightweight relational database management system (RDBMS) is not only secure but has also been validated by over 20,000 developers globally, with deployments exceeding 25 million instances. It excels in high-performance environments and is tailored for critical applications across various sectors, particularly in edge computing and IoT. Its efficient architecture makes it particularly suitable for systems with limited resources, offering both in-memory and persistent storage capabilities. RaimaDB supports versatile data modeling, accommodating traditional relational approaches alongside direct relationships via network model sets. The database guarantees data integrity with ACID-compliant transactions and employs a variety of advanced indexing techniques, including B+Tree, Hash Table, R-Tree, and AVL-Tree, to enhance data accessibility and reliability. Furthermore, it is designed to handle real-time processing demands, featuring multi-version concurrency control (MVCC) and snapshot isolation, which collectively position it as a dependable choice for applications where both speed and stability are essential. This combination of features makes RaimaDB an invaluable asset for developers looking to optimize performance in their applications.

EMQX is an exceptionally scalable and dependable MQTT messaging platform crafted by EMQ, capable of handling a staggering 100 million simultaneous IoT device connections per cluster, all while ensuring incredibly high throughput and latencies measured in sub-milliseconds. With over 20,000 users globally across more than 50 nations, EMQX successfully connects in excess of 100 million IoT devices and has earned the trust of over 300 clients in essential IoT applications, featuring prominent names such as HPE, VMware, Verifone, SAIC Volkswagen, and Ericsson. Our versatile edge-to-cloud IoT data solutions cater to the diverse needs of various sectors undergoing digital transformation, including connected vehicles, industrial IoT, oil and gas, telecommunications, finance, smart energy, and smart cities. EMQX Enterprise stands out as the leading scalable MQTT messaging platform, offering 100 million concurrent MQTT connections, a message throughput of 1 million messages per second with under 1 millisecond latency, and business-critical reliability with an SLA of up to 99.99%. Additionally, it enables seamless integration of IoT data with more than 40 cloud services and enterprise systems. Meanwhile, EMQX Cloud serves as a fully managed MQTT service for IoT, allowing users to scale according to their needs and pay based on usage, alongside offering extensive IoT data integration options with over 40 choices. With operational capabilities across 19 regions on AWS, GCP, and Microsoft Azure, EMQX Cloud ensures 100% MQTT compliance for its users. The combination of these features positions EMQX as an unrivaled solution in the realm of IoT messaging platforms.

Mobileye provides an extensive array of advanced driver-assistance systems (ADAS), which encompasses solutions for autonomous public transportation and goods delivery, in addition to applications for consumer vehicles. By overseeing everything from the production of silicon to the integration of self-driving technology within its operations, Mobileye capitalizes on various efficiencies and synergies, facilitating the widespread rollout of autonomous vehicles. Since its founding, the company has concentrated on creating both hardware and software internally, resulting in the development of powerful technological frameworks that achieve high levels of cost-performance efficiency. Each Mobileye product is engineered with a fundamental emphasis on safety, underpinned by a thorough approach to making this state-of-the-art technology widely available. This dedication to innovation and safety not only positions Mobileye as a leader in the autonomous driving sector but also promotes a future where such technologies are seamlessly integrated into everyday life. Ultimately, Mobileye’s vision and strategic goals aim to transform transportation into a safer, more efficient experience for everyone.

Various sensors such as LiDAR, cameras, and radar collect data about the surrounding environment of the vehicle. Utilizing sensor fusion technology, advanced perception algorithms are capable of accurately detecting, positioning, evaluating the velocity, and establishing the orientation of objects on the road in real-time. This autonomous perception framework is bolstered by Baidu's vast big data resources and deep learning expertise, complemented by an extensive collection of labeled driving data derived from actual driving experiences. Furthermore, the comprehensive deep-learning platform, along with GPU clusters, supports simulation, allowing for the virtual navigation of millions of kilometers each day through a range of real-world traffic and autonomous driving scenarios. This simulation service provides partners with a multitude of autonomous driving situations, enabling rapid testing, validation, and refinement of models while emphasizing safety and efficiency. In essence, this cutting-edge methodology not only improves the dependability of autonomous systems but also significantly hastens their development timelines, fostering innovation in the industry. As a result, the integration of these technologies sets a new standard for future advancements in autonomous driving.

The Qualcomm® Snapdragon Ride™ Platform emerges as a premier, highly adaptable, and customizable solution for automated driving in the automotive industry. It provides car manufacturers and suppliers with the ability to incorporate essential safety, convenience, and autonomous driving features, all while retaining the capacity for future enhancements. Designed specifically for automotive applications, this platform delivers reliable, high-performance functionality, emphasizing reduced power consumption, improved simplicity, and heightened safety in vehicles. In contrast to many autonomous driving technologies reliant on liquid cooling systems, the Snapdragon Ride Platform employs passive or air-cooling techniques, which contribute to its efficiency. Furthermore, its innovative multi-ECU aggregation capability allows for a seamless shift from active safety functions to convenience features and ultimately to full self-driving capabilities, catering to a wide variety of vehicles. Complementing the high-performance, energy-efficient hardware, the Snapdragon Ride Autonomous Stack establishes a robust and advanced driving and perception framework for contemporary vehicles. This powerful combination not only positions the platform at the forefront of automotive innovation but also lays a solid foundation for future breakthroughs in the sector, ensuring that it remains a pivotal player in the evolution of autonomous driving technology. As the automotive landscape continues to evolve rapidly, the Snapdragon Ride Platform is set to play a crucial role in shaping the future of transportation.

Selenium is our flagship product, embodying an all-encompassing autonomy framework that has been meticulously crafted through over 500 person-years of focused effort. This robust software suite, tailored for vehicles, is designed to function seamlessly with a drive-by-wire interface while requiring minimal computational power, thereby facilitating complete autonomy in land vehicles. It has the capability to transform any compatible vehicle platform into an autonomous system, serving both prototype development and large-scale production needs. Made up of a collection of interoperable software elements, Selenium empowers vehicles to effectively resolve three essential questions: Where am I? What is around me? What should I do now? The extensive technology range within Selenium covers everything from fundamental device drivers to advanced calibration, multi-modal localization, mapping, perception, machine learning, and strategic planning. Its remarkable vertical integration also includes user interfaces and data export systems, which contribute to its overall functionality. Importantly, Selenium can operate without reliance on GPS or HD-Maps, although these can be incorporated when available to enhance its functionality across varied settings. With the introduction of this cutting-edge technology, we are not just advancing autonomous vehicles but reshaping the entire landscape of mobility. The implications of such innovation extend beyond mere transportation, promising to revolutionize how we interact with our surroundings.

DriveMod serves as Cyngn's all-encompassing solution for autonomous driving, effectively integrating with widely used sensing and computing technologies to enable industrial vehicles to interpret their surroundings, make sound decisions, and carry out actions. This cutting-edge system is crafted to blend seamlessly into your existing operations, facilitating easy programming of vehicle routes, loops, and missions. In essence, DriveMod is capable of performing any task that a human driver can accomplish. Additionally, you can enhance any commercially available vehicle with autonomous capabilities through a straightforward retrofit procedure. The flexibility of DriveMod ensures that various fleets can operate smoothly, irrespective of the vehicle's make or model. By harnessing advanced AI software along with high-quality sensors and computing systems, DriveMod offers a level of performance that outshines human operators. It has the ability to recognize thousands of objects and assess numerous potential routes, swiftly determining the most efficient path in mere fractions of a second, which fundamentally transforms how vehicles navigate their environment. This impressive functionality establishes DriveMod as a frontrunner in the field of autonomous vehicle solutions, paving the way for the future of transportation technology. Furthermore, the system's continuous updates and improvements ensure that it remains at the cutting edge of innovation in this rapidly evolving industry.

Assessing the existing software systems within your automotive or robotics projects is crucial for paving the way toward successful commercialization. This process entails transitioning your current software to Apex.OS and refreshing your operational framework to implement a state-of-the-art system for continuous integration, testing, and delivery. In addition, we provide extensive evaluations of software architecture along with customized recommendations to suit your specific needs. Our offerings also encompass functional safety training, which equips your team with the skills necessary to create a dependable and secure autonomous system. Apex.OS has been specifically engineered as a refined version of ROS 2, enhancing its capabilities to be real-time, reliable, and deterministic, making it ideal for applications that adhere to stringent safety standards. Furthermore, the development of Apex.OS aligns with upcoming versions of ROS 2, ensuring ongoing compatibility with its APIs. This platform takes advantage of the robust features of Eclipse Cyclone DDS™ and Eclipse iceoryx™, both of which are open-source solutions recognized for their reliability in automotive and mission-critical distributed settings. By integrating these innovative technologies, you can significantly boost the efficiency and safety of your systems while positioning your organization for future advancements in the industry. Ultimately, investing in these strategic upgrades will not only enhance operational performance but also prepare your company for the evolving landscape of autonomous technology.

NVIDIA DRIVE® Map is a sophisticated mapping solution specifically designed to bolster vehicle autonomy while prioritizing safety. It combines accurate ground truth mapping with the nimbleness and extensiveness of AI-powered fleet-generated mapping, yielding impressive outcomes. The platform incorporates four unique localization layers—camera, lidar, radar, and GNSS—offering essential redundancy and adaptability for advanced AI-driven systems. Emphasizing unparalleled accuracy, the ground truth map engine creates DRIVE Maps by synthesizing data from various sensors, such as cameras, radars, lidars, and differential GNSS/IMU, all collected via NVIDIA DRIVE Hyperion data collection vehicles. It achieves remarkable precision of under 5 cm, especially in high autonomy contexts (L3/L4), in settings like urban landscapes and highways. Tailored for swift performance and global compatibility, DRIVE Map takes advantage of both ground truth and fleet-generated data, representing the collective intelligence of millions of vehicles on the road. This cutting-edge methodology not only improves mapping accuracy but also plays a vital role in advancing the future of autonomous driving technology, paving the way for safer roadways and smarter transport systems.

Momenta is recognized as a leading player in the autonomous driving technology sector. Dedicated to revolutionizing mobility, the company provides cutting-edge solutions that support various degrees of driving autonomy. They have crafted a unique and scalable pathway toward full autonomy by employing a data-driven approach alongside the ongoing enhancement of algorithms, which is referred to as their “flywheel approach.” Furthermore, Momenta adopts a “two-leg” product strategy that includes Mpilot, their advanced driving solution primed for mass production, and MSD (Momenta Self-Driving), which targets complete autonomy. Designed for mass production, Mpilot serves as a software solution for automated driving in personal vehicles, offering vital features such as Mpilot Highway, Mpilot Urban, and Mpilot Parking through its Mpilot X component, which aims to provide an all-encompassing and highly autonomous driving experience. By prioritizing innovation alongside user satisfaction, Momenta is strategically positioned to spearhead advancements in the transportation industry, shaping a future where driving is safer and more efficient. With their ambitious vision, they are set to redefine how we think about mobility in the years to come.

RTMaps is an advanced middleware solution designed for the efficient development and execution of applications, particularly suited for autonomous systems like mobile robots and railway technologies. This platform empowers developers to create sophisticated real-time algorithms with a range of features that enhance both application development and performance. Among the numerous advantages RTMaps provides are asynchronous data acquisition, optimized performance, and synchronized recording and playback capabilities. Additionally, it boasts an extensive library of over 600 I/O components, allowing for flexible algorithm development and fostering collaboration among team members. RTMaps supports multi-platform processing, making it scalable across various environments from PCs and embedded systems to cloud solutions. Furthermore, it facilitates rapid prototyping and testing while seamlessly integrating with dSPACE Tools. By utilizing RTMaps, developers can save time and resources, significantly reducing risks, errors, and overall effort in the development process. Lastly, on-demand certification to ISO26262 ASIL-B is also available, ensuring compliance with necessary safety standards. This combination of features makes RTMaps an invaluable tool in the creation of reliable autonomous applications.

The integration of software transforms a vehicle into an intelligent machine, with the NVIDIA DRIVE™ Software stack acting as an open platform that empowers developers to design and deploy a diverse array of advanced applications for autonomous vehicles, including functions such as perception, localization and mapping, planning and control, driver monitoring, and natural language processing. Central to this software ecosystem is DRIVE OS, hailed as the inaugural operating system specifically engineered for secure accelerated computing. This robust system leverages NvMedia for sensor input processing, NVIDIA CUDA® libraries to enable effective parallel computing, and NVIDIA TensorRT™ for real-time AI inference, along with a variety of tools and modules that unlock hardware capabilities. Building on the foundation of DRIVE OS, the NVIDIA DriveWorks® SDK provides crucial middleware functionalities essential for the advancement of autonomous vehicles. Key features of this SDK include a sensor abstraction layer (SAL), multiple sensor plugins, a data recording system, vehicle I/O support, and a framework for deep neural networks (DNN), all of which are integral to improving the performance and dependability of autonomous systems. By harnessing these powerful resources, developers find themselves better prepared to explore innovative solutions and expand the horizons of automated transportation, fostering a future where smart vehicles can navigate complex environments with greater autonomy and safety.

Embotech has introduced PRODRIVER to tackle the complexities of motion planning in both autonomous and highly automated vehicles. This essential component is embedded in the 'decision making' layer of the autonomous driving software framework. As a motion planner, PRODRIVER produces either navigable trajectories or direct commands for actuators, including steering, acceleration, and braking, by analyzing data from its environment. It accomplishes this task by continuously forecasting potential scenarios and resolving optimization challenges in real-time. Significant inputs for PRODRIVER consist of information about the traversable area, existing obstacles, and a specified destination, which could be a particular point or a broader aim like progressing along a designated route. The results generated can be used directly to control the vehicle's steering or serve as targets for lower-level controllers to ensure stability. Furthermore, the accompanying schematic diagram illustrates how PRODRIVER integrates into a standard software architecture for autonomous vehicles, highlighting its crucial contribution to achieving safe and efficient navigation. This innovative technology not only enhances vehicle autonomy but also plays a pivotal role in advancing the future of transportation.

The forthcoming connected car experience revolves around thin client applications and cloud-based frameworks that facilitate consumer commerce, in-car multimedia experiences, mobile applications, and enterprise services. With the Xevo Journeyware platform, a range of multimedia applications and AI-enhanced contextual recommendations can be utilized for efficient content delivery. This versatile platform is compatible across cloud infrastructures, vehicles, and mobile devices, and it opens new avenues for revenue generation for automotive manufacturers. The Journeyware platform’s components are integrated into over 25 million vehicles globally, showcasing its widespread adoption. Utilizing Journeyware's advanced automotive AI technology, the Xevo Context recommendation engine creates a dynamic and hyper-contextual experience for users. This system delivers highly relevant suggestions and offers tailored to drivers’ preferences, their historical behaviors, vehicle locations, current routes, and additional factors, ensuring a personalized driving experience. Ultimately, the integration of these technologies will significantly enhance how consumers interact with their vehicles and the services they provide.

Utilizing state-of-the-art hardware and innovative software, the Aurora Driver is designed to fit a variety of vehicle types and applications, allowing us to leverage the benefits of autonomous driving in diverse fields such as long-haul trucking, local parcel delivery, and personal transportation. It is equipped with a comprehensive suite of sensors that collect environmental data, advanced software that determines the safest routes, and a computing system that seamlessly connects both elements with the vehicle. This system is adaptable to various vehicles, ranging from compact automobiles to robust Class 8 trucks, making the Aurora Driver a highly flexible solution. Central to its operation is the Aurora Computer, which acts as the pivotal link between our hardware and autonomous software, facilitating smooth integration across all vehicle models. Our custom-developed sensor ensemble, featuring FirstLight Lidar, long-range imaging radar, and high-definition cameras, works together to generate a detailed three-dimensional representation of the surroundings, granting the Aurora Driver a full 360˚ awareness in real time. This groundbreaking methodology not only improves safety but also sets the stage for the widespread acceptance of self-driving technology across various transportation sectors. Ultimately, the Aurora Driver represents a significant advancement in the quest to integrate autonomous systems into everyday travel and logistics.

We are making significant strides in developing safe and reliable autonomous driving technology on a worldwide basis. Through extensive testing across millions of kilometers in challenging environments, we have laid a solid foundation for scalable autonomous driving solutions. In December 2018, Pony.ai took the lead by launching its Robotaxi service, enabling passengers to request self-driving vehicles through the PonyPilot+ App, marking a transformative moment in the realm of safe and enjoyable transportation. This innovative service is currently in operation in several cities, including Guangzhou, Beijing, Irvine, CA, and Fremont, CA. Furthermore, we have embarked on autonomous mobility pilot programs in numerous locations across the United States and China, providing daily services to hundreds of riders. These pilot initiatives have equipped us with invaluable insights and a strong technical and operational framework to improve and broaden our service offerings. United by our mission, we are tackling some of the most pressing technological hurdles in the mobility industry. Each day, we are making concrete progress toward realizing our vision of widespread autonomous mobility. Our relentless commitment to innovation propels us forward as we continuously aim for excellence in this rapidly changing landscape, and we are excited about the future possibilities that lie ahead.

Carver21 acts as a core structure for intelligent vehicles, tailored to meet your unique perception demands, whether it involves improving safety features or enabling autonomous driving functions. This cutting-edge system guarantees that sophisticated automotive technology can progress in tandem with the evolving needs of users, thereby enhancing the overall driving experience.

Cognata offers an all-encompassing simulation platform for the entire product lifecycle, specifically tailored for developers working on Advanced Driver Assistance Systems (ADAS) and autonomous vehicles. The solution includes automatically generated 3D environments and sophisticated AI-driven traffic agents, making it exceptionally well-suited for AV simulations. Users can take advantage of an extensive library filled with scenarios and an easy-to-use authoring tool that enables the creation of numerous edge cases essential for testing autonomous vehicles. The system facilitates effortless closed-loop testing with simple integration options. Customizable rules and visualization settings designed for autonomous simulation guarantee that performance can be accurately assessed and monitored. The digital twin-grade 3D environments are meticulously crafted to mirror roads, buildings, and infrastructure, capturing intricate details, such as lane markings, surface textures, and traffic signals. With a cloud-based infrastructure, the platform is accessible globally and designed for cost efficiency from the beginning. Achieving closed-loop simulation and integrating with CI/CD workflows requires just a few simple clicks, enhancing usability. This adaptability allows engineers to effectively integrate control, fusion, and vehicle models with Cognata’s extensive capabilities in environment, scenario, and sensor modeling, significantly improving the development process. Additionally, the platform's intuitive interface makes it easy for users with varying levels of experience to leverage its robust features efficiently, thus further streamlining the entire simulation experience.

EchoTech.ai offers an innovative autonomous platform that utilizes its unique CVAE Transformer model to manage both indoor and outdoor robots in rapidly changing environments. This system seamlessly combines perception and planning within a single AI framework, making it adaptable to various robotic configurations. Moreover, its versatility ensures that it can be tailored to meet diverse operational needs.

Tronis functions as a comprehensive platform dedicated to virtual prototyping and the validation of driver assistance technologies, especially within the context of highly automated or completely autonomous vehicles. By leveraging a sophisticated 3D game engine, it enables the realistic simulation of actual driving environments and traffic scenarios, which can be instrumental for testing various components, including camera and radar-based environmental perception systems. This cutting-edge methodology significantly accelerates the development timeline of such technologies while reducing the need for physical prototypes. As a result, it presents a financially viable option that not only streamlines the creation of safer autonomous driving solutions but also fosters innovation in the industry. Additionally, this capability allows developers to iterate more quickly, leading to more robust and reliable vehicle systems.

Aptiv is a global technology company dedicated to developing safer, eco-friendly, and more interconnected transportation solutions that aim to redefine the future of mobility. The company's main objective revolves around the design and implementation of autonomous vehicles and systems that enable seamless point-to-point travel through large fleets of self-driving cars, especially within the challenging dynamics of urban environments. With a team of talented experts spread across various locations worldwide, from Boston to Singapore, Aptiv has established itself as a leader by launching the first commercial autonomous ride-hailing service in Las Vegas. After successfully completing over 100,000 rides for the public, an impressive 98% of users rated their experience with the self-driving service a perfect 5 stars. At Aptiv, we firmly believe that our cutting-edge mobility solutions have the capacity to significantly enhance lives and create a substantial impact on the world. Furthermore, we are dedicated to the continuous improvement of our technologies to guarantee safer and more efficient transportation options for everyone involved, ensuring that we remain at the forefront of innovation in the industry.

As a prominent provider of automated platforms, we present a highly customizable research and development vehicle platform that aims to accelerate your advancements in advanced driver assistance systems (ADAS), sophisticated algorithm development, and self-driving initiatives, thereby propelling your autonomous vehicle projects to unprecedented levels. Each aspect of your R&D vehicle platform can be tailored to your specifications, encompassing the vehicle, sensors, software, and data storage solutions. By choosing to partner with AutonomouStuff for your platform needs, you receive not merely a product but a collaborative partnership; our committed project manager will ensure ongoing communication, keeping you updated and addressing your requirements efficiently. This synergistic approach guarantees that the success of your project remains our foremost objective, allowing you to concentrate on driving innovation and development forward. With our support, you can navigate the complexities of autonomous technology with confidence and clarity.

NODAR has transformed the field of stereo vision by introducing groundbreaking algorithms that enable ordinary cameras to deliver exceptional 3D range, precision, and reliability. This state-of-the-art 3D vision technology is carefully crafted to push the limits of what is feasible in both the automotive and industrial domains. In applications like passenger cars, autonomous trains, and surveillance systems, having access to reliable 3D data is crucial for maintaining safety and ensuring optimal functionality. NODAR stands out by delivering superior 3D spatial information that caters to autonomous systems across a wide array of industries. As the movement toward autonomy continues to evolve, it impacts nearly every aspect of contemporary life, boosting productivity, providing convenience, and enhancing safety measures. However, operating in outdoor settings can be challenging, as automated equipment must perform reliably in difficult conditions characterized by extreme weather, intense glare, dust, and substantial vibrations. NODAR's pioneering technology and products provide unparalleled data quality, accuracy, and dependability, all of which are vital for safety-critical applications that depend on precise 3D data. This unwavering commitment to excellence not only establishes NODAR as a frontrunner in the industry, but also ensures that they remain responsive to the changing demands of diverse sectors, paving the way for future advancements. Ultimately, NODAR's innovative approach is set to redefine standards in the realm of 3D vision technology.

DeepRoute.ai is committed to providing a highly secure, intelligent, and reliable Level 4 full-stack autonomous driving solution. Our goal is to foster innovation in the transportation sector by utilizing state-of-the-art technology. In order to advance the commercialization of autonomous vehicles, DeepRoute.ai collaborates with OEMs and mobility service providers. By capitalizing on state-of-the-art research and forming strategic alliances, we strive to make self-driving technology widely available. Equipped with advanced semantic mapping and a real-time positioning system, our planning and control algorithms are designed to identify the optimal route even in difficult driving conditions, guaranteeing an experience that is safe, comfortable, and efficient. As we continue to improve these technologies, we remain focused on enhancing vehicle performance and dependability while aiming to elevate industry standards as a whole.

We work together to create groundbreaking solutions that enable our clients to shift towards sustainable mobility while advancing the automotive industry. Powered by the merger of state-of-the-art technologies like AI, IoT, and interconnected infrastructure, along with trends in digitization and electrification, we are quickly progressing toward a reimagined future in automotive. This transformative time offers extraordinary freedom defined by zero accidents, zero emissions, and a shift away from traditional ownership models, presenting a unique opportunity for societal, economic, and environmental benefits. Our mission is to support automakers in pushing the limits of essential automotive and mobility technology advancements. By combining the agility and innovative spirit of a startup with the vast resources and reach of a larger organization, we can swiftly deliver complex solutions, even amidst urgent challenges. As we journey through the age of autonomous driving, we concentrate on meeting the software needs of today and those that lie ahead. Furthermore, we place significant importance on crafting unique and highly personalized in-vehicle experiences that employ smart technology. This strategy not only enriches the driving experience but also aligns with the overarching objectives of sustainability and innovation in the automotive industry. Ultimately, our collaborative efforts aim to redefine mobility in a way that is both efficient and responsible.

We are transforming urban infrastructure through the integration of digital assets, which revitalizes traditional industries for greater profitability, societal benefits, and environmental sustainability. As an innovative deep tech firm focused on AI-powered autonomous vehicles, we are creating our all-encompassing “lift and shift” platform, ConICAV™, designed to be compatible with any type of vehicle. Our strategy includes retrofitting current vehicles as well as developing bespoke autonomous solutions suited for a variety of industrial and commercial needs. By utilizing state-of-the-art AI and machine learning techniques, our ConICAV™ platform greatly improves asset management, enhances customer experiences, and increases operational efficiency. Recently, we reached a significant milestone at Conigital by securing £500 million in Series A+ funding from a leading global private equity firm that oversees assets totaling £150 billion. This considerable investment will not only expedite our innovative endeavors but also broaden our influence in the autonomous vehicle sector. With this funding, we are poised to push the boundaries of technology and redefine standards in the industry.

Introducing an advanced Driver and Fleet Safety Platform that harnesses state-of-the-art AI technology to positively modify driver behavior in real-time. This innovative system allows for the prediction of potential incidents before they happen, enabling proactive strategies that can effectively lower repair and maintenance costs as well as fleet-related claims. By utilizing AI for instant detection and reporting of incidents, organizations can significantly reduce their expenses related to injuries, liabilities, and processing. The platform features Driver Behavior Alerts, which provide real-time coaching across the entire fleet, ensuring that each driver receives prompt and constructive feedback. For those in need of additional safety training, the Nauto Manager-Led Coaching function identifies drivers who require attention and streamlines the coaching process. Furthermore, by tackling problems such as distracted and drowsy driving, companies can substantially decrease operational costs and insurance premiums linked to fleet accidents. This platform also prioritizes driver privacy while enhancing the transparency between fleet managers and their drivers, which ultimately builds trust and improves communication within the team. This holistic strategy not only protects your fleet but also cultivates a culture of safety and responsibility among all drivers, leading to a more efficient and conscientious driving environment. By investing in this platform, you're not just ensuring safety; you're fostering long-term improvements in fleet performance and reliability.

Veea's Edge Platform constitutes a comprehensive ecosystem that integrates computing, connectivity, and security to enhance Internet of Things (IoT) applications. At its core are the VeeaHubs, versatile devices equipped with powerful quad-core CPUs that offer outstanding edge computing capabilities. This platform supports a plethora of applications, facilitating virtualized environments tailored to diverse operational requirements. With VeeaHubs, users can expect seamless device connectivity, while options for LoRaWAN and 4G/5G expand networking possibilities. The introduction of vMesh technology fosters scalable and efficient network development, empowering businesses to grow according to their needs. Emphasizing security, the platform adheres to stringent industry standards and offers customizable solutions that cater to specific requirements. Furthermore, VeeaCloud simplifies the deployment process by providing intuitive tools for configuration, management, and analytics, ensuring consistent application performance. Collectively, these attributes position Veea's Edge Platform as a formidable solution that adeptly addresses the complexities of contemporary IoT challenges, making it an invaluable asset for any organization aiming to leverage IoT technology effectively.

Enhance your operational efficiency by reducing rework and delays, addressing rising insurance costs and claims, elevating quality and safety standards, and increasing productivity to drive profitability with Brickeye’s dependable IoT platform specifically designed for job sites. Our rugged hardware is built to withstand the demanding environment of construction, ensuring reliable network connectivity while providing an intuitive user experience. Customers gain the advantage of real-time monitoring, with access to both current and past data, useful alerts, detailed analytics, and smart automation and control features. We also offer thorough installation support, project configuration assistance, and round-the-clock customer service to ensure outstanding reliability and optimal uptime. These features empower you to confidently tackle the obstacles within the construction sector, all while successfully meeting your project objectives. Moreover, with Brickeye, you can stay ahead in an ever-evolving industry landscape, ensuring that your operations are not only efficient but also future-proofed.

As organizations embark on their IoT (Internet of Things) digital transformation journeys, some opt for the immediate advantages of turnkey PaaS solutions, while others prefer the adaptability of customizable options that seamlessly fit into their current systems. Altair SmartWorks stands out by offering sophisticated IoT capabilities within an open-architecture framework that encourages creativity and maintains a competitive edge. Designed to provide exceptional flexibility, Altair SmartWorks boasts extensive compatibility with a variety of third-party hardware, communication technologies, and applications, complemented by an innovative licensing model and an expansive global partner network. Furthermore, it integrates with Altair HyperWorks, a premier simulation platform, and the high-performance computing cloud technology of Altair PBS Works. This integration empowers users to execute highly scalable IoT projects and effectively implement their digital twin strategies while continuously exploring new opportunities for growth and efficiency. Ultimately, Altair SmartWorks positions itself as a comprehensive solution for organizations aiming to thrive in the evolving digital landscape.

A Unified Platform for Instant Communication: An innovative solution designed for creating and managing real-time interactions across web, mobile, AI/ML, IoT, and edge computing applications. Streamlined and Accelerated Deployments: With SDK compatibility for over 50 environments including mobile, web, server, and IoT (supported by both PubNub and the community), alongside more than 65 ready-made integrations with various external and third-party APIs, the platform ensures you have access to essential features, irrespective of your programming language or technology stack. Unmatched Scalability: Recognized as the most scalable platform in the industry, it can effortlessly accommodate millions of simultaneous users, ensuring rapid expansion with minimal latency and high uptime, all without incurring financial penalties, making it a reliable choice for growing businesses. Furthermore, this platform is designed to evolve with your needs, supporting future advancements in technology seamlessly.

42dot integrates cutting-edge technology with tailored connected services to improve the logistics involved in the movement of both people and goods. Our aspiration is to create a fully automated, centralized system designed for smooth and self-sufficient transportation solutions. By accelerating the transition to autonomous Transportation-as-a-Service, we seek to deliver significant, transformative innovations to the market. UMOS acts as a comprehensive mobility and logistics platform that brings together various types of land and air transport services, which include e-hailing, fleet management, demand-responsive transport, and intelligent logistics, among others. This platform is built with multiple layers of functionality, utilizing robust technology that supports scalability at the enterprise level. Through UMOS, we aim to foster an ecosystem that mitigates transportation-related concerns. The platform will oversee all our mobility needs along with every aspect of travel, guaranteeing a seamless experience for users. Ultimately, UMOS envisions a future where movement is not only effortless but also accessible to all, paving the way for a new era in transportation. In doing so, we hope to redefine how people perceive mobility in their daily lives.

We offer licensing for AI software that encompasses the entire framework of L2-L4 autonomous driving, which consists of essential elements such as perception, intent modeling, path planning, and vehicle control. Our solutions excel in delivering outstanding accuracy in both perception and intent prediction, which greatly boosts the safety levels of autonomous driving systems. By utilizing unsupervised learning combined with robust mathematical modeling, we effectively tap into extensive datasets to enhance performance while avoiding the constraints of supervised learning. These innovations result in technologies that are significantly more cost-effective, ultimately lowering development expenses for our clients. Our product lineup features Helm.ai's all-encompassing scene vision-based semantic segmentation, which is integrated with Lidar SLAM outputs from Ouster for optimal functionality. We enable L2+ autonomous driving capabilities with Helm.ai on major highways, including 280, 92, and 101, which offer advanced features like lane-keeping and adaptive cruise control (ACC) lane changes. Moreover, Helm.ai stands out in pedestrian segmentation, applying key-point prediction techniques to bolster safety measures. This includes the ability to perform sophisticated pedestrian segmentation and precise keypoint detection even in adverse weather conditions such as rain, where we address corner cases and fuse Lidar with vision for the best possible performance. Our comprehensive scene semantic segmentation also considers various road features such as botts dots and faded lane markings, ensuring dependable operation in a range of driving environments. With an unwavering commitment to continuous innovation, we strive to push the limits of what autonomous driving technology can accomplish and remain dedicated to improving user experience and safety on the roads.

Airlinq is at the forefront of swiftly developing and implementing extensive connected applications aimed at fostering smart mobility and creating monetization opportunities for automakers, mobile network operators, and users across the globe. This cutting-edge platform facilitates the advancement of enterprise-grade cloud and edge solutions, skillfully navigating complex AI and IoT scenarios that involve contemporary connected assets, including vehicles, autonomous pods, and drones. Its remarkable scalability and worldwide presence enable it to support millions of connected devices and vehicles, all while maintaining critical standards of latency, security, and reliability. By allowing third-party service providers to access your connected infrastructure—whether it's a vehicle or a wearable device—you can enable them to offer customized and context-rich digital services directly to consumers. This strategy significantly improves the user experience through seamless service provisioning, consent management, payment processing, and billing, leading to a genuinely engaging and cohesive digital ecosystem. Consequently, consumers will enjoy a diverse array of services tailored to their specific needs and preferences, ensuring they remain at the center of the connected experience. Ultimately, Airlinq not only enhances mobility but also revolutionizes how users interact with technology and services in their daily lives.

Effortlessly oversee your vehicles and enhance your drivers' commuting experience. Streamline the usage of your fleet with our dedicated team ready to assist you. We specialize in helping you arrange your vehicle fleet efficiently. Our comprehensive suite of mobility solutions features onboard telematics and online monitoring platforms. Managing a mobility service has never been simpler. Experience unlimited mobility for your drivers with our cutting-edge all-inclusive service, suitable for both corporate and peer-to-peer applications. With our support, you can elevate your transportation operations to new heights.

IoT Core provides a range of features, including comprehensive device management, a rules engine, and IoT Edge, to aid in the creation of IoT applications. Its capabilities for device access and management ensure secure, reliable two-way communication between countless devices and the cloud, while the rules engine streamlines data transfers between IoT Core devices and various cloud services. Moreover, IoT Edge enhances cloud computing capabilities directly at user sites, allowing for temporary offline operations and providing low-latency computing services. As a fully managed offering, IoT Core enables users to easily set up an instance of the IoT service and securely link their devices to the cloud, alleviating worries about operational and maintenance responsibilities. This makes IoT Core an excellent option for organizations aiming to implement IoT solutions effortlessly, without having to navigate the challenges of infrastructure management. Ultimately, its user-friendly design empowers businesses to focus on innovation rather than the technical complexities of deployment.

NoTraffic has launched a groundbreaking AI-powered traffic signal system that connects road users with urban infrastructure, effectively tackling existing traffic challenges while promoting smart mobility benefits for cities and encouraging a transformative lifestyle. This advanced platform converts traditional traffic signals into intelligent systems that thoroughly assess traffic conditions and respond immediately to various road users, including bicycles, cars, buses, pedestrians, and emergency vehicles. Local governments can access a cloud-based dashboard to set guidelines such as prioritizing public transport routes or enhancing safety protocols for cyclists and pedestrians. The AI technology skillfully enforces these guidelines at each traffic signal, overseeing intersections in real-time and autonomously managing the entire city's traffic network based on actual demand, thus providing customized services for each user category to reduce congestion, cut emissions, and decrease accident rates. This innovative strategy not only streamlines everyday travel but also lays the groundwork for a more intelligent and sustainable urban landscape. Additionally, the implementation of such a system promotes greater collaboration among city planners, technology developers, and the community, ensuring a holistic approach to urban mobility.

SeeControl operates as a cloud-centric IoT platform designed to help businesses effortlessly gather, visualize, and analyze real-time data from various IoT devices, eliminating the necessity for programming skills. It offers an extensive array of features, including data collection, device management, analytical capabilities, connectivity solutions, reporting tools, and configuration oversight. By integrating devices through IoT gateways, SeeControl facilitates the development of all-encompassing IoT solutions that support real-time monitoring of assets and sophisticated analytics, including machine learning, to generate actionable business insights. The technological architecture of SeeControl encompasses all four critical layers of the IoT landscape: devices, connectivity, core IoT functionalities, and applications with analytics. This integrated approach simplifies the deployment of IoT projects across a range of industries and serves a diverse clientele, including notable companies like ABB, HP, and Fujitsu, showcasing its adaptability and effectiveness in tackling specific industry challenges. As more organizations aim to harness the power of IoT technology, SeeControl emerges as an essential ally in fostering innovation and enhancing operational efficiency in today's competitive landscape. Its commitment to delivering tailored solutions further solidifies its position in the ever-evolving IoT sphere.

Thingplus manages a variety of IoT devices that support different infrastructures and systems, such as solar power plants and manufacturing motor systems, as well as simple environmental sensors. These devices stay connected to the Internet through multiple communication channels, which facilitates real-time monitoring and control. An authentic end-to-end IoT platform acts as a robust software system that supports device connectivity, data gathering, analysis, visualization, immediate notifications, and remote operation via a rules engine while also allowing for integration with third-party cloud services. This platform converts essential business information from physical formats into digital insights, promoting digital transformation and improving data integration capabilities. By leveraging valuable operational data, businesses can achieve more effective management. Furthermore, this system allows for the integrated oversight of important facilities and machinery, ensuring that data tracking and real-time management are embedded within the services. Ultimately, this comprehensive strategy not only boosts operational efficiency but also sharpens decision-making processes, paving the way for future innovations. With the ability to analyze trends and patterns, organizations can anticipate challenges and respond proactively, leading to even greater success.

The Data Collection Core, developed by Iotsmart, is an innovative software solution designed for the efficient real-time collection of data from OPC Servers and a variety of devices, processing this information while enabling simultaneous output to multiple storage solutions to consolidate data from all connected devices in a single, centralized hub. It can be deployed in either cloud environments or on-premises settings, utilizing options such as Azure IoT Edge, AWS IoT Edge, or virtual machines configured with containers. This versatility guarantees accurate data acquisition directly from sensors while seamlessly interfacing with OPC UA and HTTPS outputs, facilitating the integration of numerous devices with performance levels that exceed traditional client solutions. Furthermore, the system is equipped with server redundancy for both OPC UA and MQTT, which enhances reliability and ensures continuous operation. Our dedicated team of IoT experts is readily available to offer assistance, providing troubleshooting support and customized customer service to improve your overall experience. By allowing us to manage your digital solutions, you can focus on effectively operating your business without distractions. The entire system is conveniently packaged using Docker images, which simplifies deployment across various cloud platforms, including Azure and AWS, and guarantees both flexibility and scalability for your operations. This comprehensive approach enables businesses to harness the full potential of their IoT infrastructure.

Davra IoT equips various sectors, including businesses, fleet managers, original equipment manufacturers (OEMs), and municipalities, with the tools to design, create, and rapidly deploy robust IoT applications on a reliable, secure, and scalable platform. Launch your IoT project in less than 50 days and benefit from a system designed for seamless integrations. Experience significant cost reductions of up to 80% on your projects while leveraging extensive analytics that provide descriptive, diagnostic, predictive, and prescriptive insights. Our platform offers cloud-based streaming analytics, integrating machine learning, natural language processing, and artificial intelligence capabilities at the network edge for maximum efficiency. Enjoy features such as HTML5 dashboard visualizations, advanced geo-mapping tools, and a user-friendly layout manager. Additionally, access a complete developer suite that encompasses source control, versioning, and a comprehensive code editor. Achieve an "asset-centric view" of your IoT devices by integrating both static and dynamic attributes into your applications for better management. Furthermore, benefit from a fully microservice-oriented architecture that includes infrastructure libraries and runtime engines to enhance overall performance and efficiency. This all-encompassing strategy not only guarantees the functionality of your IoT solutions but also ensures they remain flexible and ready for future advancements in technology. Embrace the future of IoT with confidence, knowing you have a partner committed to innovation and excellence.

HPE Edgeline Converged Edge systems integrate operational technology (OT) with enterprise-grade IT, creating a powerful platform that delivers data center-level computing capabilities directly at the Edge. This Edge can be situated in various environments, from manufacturing sites and offshore oil rigs to neighborhood coffee shops. By embracing a distributed approach to converged edge computing, organizations leveraging HPE Edgeline can significantly improve their capacity for real-time local decision-making, allowing for swift responses and promoting autonomous operations, even in scenarios where connectivity is limited or absent. In addition, the systems maintain high standards of security and compliance throughout their architecture. HPE Edgeline systems effectively merge crucial open standards-based OT data collection and control functions with the enterprise IT infrastructure that drives analytics, facilitating a fast, easy, and secure integration of essential OT hardware and software elements. This seamless integration not only optimizes workflows but also boosts overall productivity across a wide range of sectors, ultimately contributing to a more agile and responsive operational environment. Moreover, the adaptability of these systems ensures that businesses can scale their edge computing solutions according to their evolving needs.

Discover a holistic IoT platform designed to effortlessly elevate your real-time sensor applications. Senseware provides a fully integrated IoT Technology Stack that presents versatile connectivity alternatives for the effective digital transformation of your physical assets. With a unified and scalable IoT Platform, you can access ready-to-use components, which removes the obstacles associated with IoT development or the need for prototyping kits. This empowers you to focus on high-value application services that resonate with your objectives, rather than getting caught up in the intricacies of IoT hardware and connectivity issues. We have navigated all the complexities on your behalf, resulting in a solution tailored to your requirements. Our platform supports a no-code, rapid design process for your IoT solution, eliminating the necessity for any programming expertise. Traditional IoT products frequently do not cater to your unique needs, as they are shaped by someone else's vision of what you ought to utilize. In contrast, Senseware’s IoT Platform is specifically engineered to collect the unique set of real-time data crucial for fulfilling your ambitions, guaranteeing that you are equipped with the essential tools for success. By opting for our platform, you are making a significant leap toward fostering innovation and increasing efficiency in your projects, paving the way for future advancements in your field. Our commitment to your success is unwavering, and we look forward to supporting your journey.

Gravio presents cutting-edge solutions for interacting with your environment by leveraging IoT, sensors, edge computing, computer vision, and artificial intelligence, all while eliminating the need for any coding knowledge. This intuitive software platform is designed to work seamlessly across Windows, macOS, and Linux operating systems. It facilitates smooth integration with a variety of input and output devices, including essential IoT sensors, AI-enhanced cameras, and popular APIs like MQTT and HTTP. Thanks to its easy-to-navigate interface, Gravio can be utilized efficiently by anyone, regardless of their technical skills. By connecting sensors, input devices, cameras, and APIs, Gravio not only gathers and shares data but also fosters innovative interactions and insights that enhance physical environments. This platform empowers businesses and individuals from a wide range of industries to create customized, interconnected experiences, whether in newly constructed spaces or existing ones, through its strong low-code/no-code capabilities. In essence, Gravio serves as a transformative tool, unlocking the immense possibilities of connected technologies for users from all walks of life, enabling them to redefine the way they engage with their surroundings. The result is a more enriched and interactive experience that promotes creativity and efficiency.

At Blackinetix, we provide advanced solutions aimed at optimizing your business processes. Our premier offering, BX, is an innovative cloud-based IoT platform that supports a range of monitoring and automation tasks, including predictive maintenance and cloud robotics. Maintaining a comprehensive log of all maintenance and troubleshooting activities is essential, particularly when multiple team members are engaged. Our streamlined dashboards enable you to efficiently analyze data produced by IoT devices and autonomous robots. Moreover, the platform facilitates the handling of large datasets through predictive models to generate targeted outcomes. Users can also explore their facilities or robotics labs virtually by capturing and uploading 360-degree images to BX for an engaging navigation experience. In addition, engineers can quickly diagnose malfunctioning equipment by utilizing QR codes alongside the augmented reality viewer. We adopt an interdisciplinary approach, bringing together a dedicated team of experts whose varied skills and backgrounds enhance our service delivery. This collaborative model not only keeps us at the cutting edge of innovation but also allows us to effectively meet the changing needs of the industry, ensuring that our solutions remain relevant and impactful. Our commitment to continuous improvement and adaptation underpins every aspect of our operations.

Design sensors specifically for IoT applications while improving the quality of collected data through the integration of environmental and control system information. This integration must happen in real-time alongside enterprise data, enabling the implementation of predictive algorithms that reveal new insights and maximize the value of your data for meaningful applications. Employ advanced analytics to predict maintenance needs, understand asset utilization, reduce defects, and optimize processes. Leverage the potential of interconnected devices to offer remote monitoring and diagnostic capabilities. Additionally, apply IoT analytics to foresee safety hazards and ensure regulatory compliance, which ultimately contributes to a reduction in workplace accidents. The Lumada Data Integration platform streamlines the rapid development and scaling of data pipelines, amalgamating information from a variety of sources, such as data lakes, warehouses, and devices, while proficiently managing data flows across different environments. By building partnerships with clients and industry stakeholders from diverse sectors, we can accelerate digital transformation, thereby creating new societal value. This collaborative method not only fosters innovation but also promotes sustainable growth in a world that is becoming increasingly interconnected, proving that teamwork is essential for success.

ZEDEDA provides a user-friendly and scalable cloud-based orchestration platform that significantly improves visibility, control, and security in distributed edge environments, enabling users to deploy and manage applications seamlessly across any hardware while connecting with various cloud or on-premises systems. By leveraging ZEDEDA, customers can easily deploy and manage any edge compute node, which helps them harness the potential of IoT data for timely decision-making. The platform's design allows for the execution of any application on any hardware without being tied to a specific vendor, facilitating the simultaneous operation of both legacy and cloud-native applications. It also streamlines the management process by allowing bulk application deployments with a single click. Moreover, ZEDEDA incorporates strong security protocols to prevent hardware spoofing, detect anomalies in the software stack, and uphold device integrity. Users benefit from the ability to monitor and control data flows across applications and nodes, which aids in quickly identifying any suspicious activities. The platform further aids in meeting regulatory compliance standards and helps minimize risks related to data breaches and leaks. In addition, ZEDEDA automates the deployment and management of applications and system software straight from the cloud, making the edge computing experience much more efficient. This all-encompassing solution not only empowers organizations to maximize their edge infrastructure but also ensures adherence to the highest levels of security and compliance, ultimately driving operational excellence.

As the eCommerce industry experiences consistent annual growth, the supply chain sector is required to evolve in response to increased demand and higher operational standards by expanding their geographical reach and augmenting their assets. Traditional methods of fleet management are quickly becoming outdated, highlighting the need for advanced solutions that can efficiently manage safety and compliance efforts. Recognizing this pressing need and understanding that a digital platform could support remote asset management, Access introduced Vigilant, an innovative digital fleet management system. The input from our clients is vital in guiding the development of our offerings. By understanding the specific challenges they encounter, we can formulate solutions that effectively tackle real-world problems. At Access, we are dedicated to developing creative, high-quality, and adaptable products that not only help our clients save time and resources but also boost their operational efficiency. Furthermore, we actively solicit feedback from our users to continuously improve and adapt our products, ensuring they meet the demands of a swiftly changing marketplace. This commitment to user-driven innovation positions us to better serve our clientele's evolving needs over time.

GO+ offers specialized development resources for service providers, enabling them to enhance their offerings for business customers effectively. The platform is engineered to manage a vast array of devices concurrently through sophisticated algorithms, allowing service providers to dedicate more time to the innovation of new services rather than grappling with development hurdles. Central to the platform is an analytical decision-making engine that employs Granular Computing for detailed data processing and complex event management. We harness cloud technology to integrate business logic from real devices directly into the cloud environment, providing a level of scalability that ensures cost-effective solutions. Furthermore, the platform's scripting engine provides developers with an extensive toolkit for creating highly tailored IoT services across a variety of sectors. Built on state-of-the-art cloud computing infrastructure, GO+ guarantees exceptional performance and reliability for its users. Ultimately, GO+ empowers service providers to drive innovation without the usual limitations tied to service development, fostering a new era of creativity and efficiency in the industry. This capability allows providers to remain competitive in a rapidly evolving market landscape.

Our Cloud platform provides organizations with a detailed perspective of their complete infrastructure, delivering crucial data and metrics to the appropriate departments within the company. This solid groundwork is essential for promoting future technological developments, especially in areas like Machine Learning and Artificial Intelligence, all of which are made available through the Kaleidoscope Cloud platform. Moreover, our primary Cloud functionalities incorporate Big Data and Analytics, enabling instantaneous, real-time business intelligence. Utilize our user-friendly dashboards to monitor your infrastructure, and keep your team informed with timely alerts via our automated on-call system, which is powered by data-driven insights. In addition, Kaleidoscope ensures the protection of your entire IoT ecosystem by emphasizing secure communication for all data interactions with the cloud, thereby preserving the integrity and confidentiality of your information. With these advanced features, organizations can effortlessly respond to changing technological requirements while implementing strong security protocols. This approach not only enhances operational efficiency but also fosters innovation across all divisions.