Alternatives to Momenta
Compare Momenta alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Momenta in 2026. Compare features, ratings, user reviews, pricing, and more from Momenta competitors and alternatives in order to make an informed decision for your business.
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Mobileye
Mobileye
From a variety of ADAS solutions to a self-driving system for autonomous public transport or goods delivery, all the way to consumer AVs. By developing everything from the silicon through to the self-driving system in-house, numerous efficiencies and synergies are unlocked, allowing us to reach AV at scale. From the beginning, Mobileye has developed hardware and software in-house, paving the way for highly efficient hardware, software, and algorithmic stacks at a superior cost-performance ratio. Everything Mobileye develops is safe by design, with a distinct strategy so that the technology can reach the mass market. -
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Aptiv
Aptiv
Aptiv is a global technology company that develops safer, greener and more connected solutions enabling the future of mobility. Aptiv is focused on developing and commercializing autonomous vehicles and systems that enable point-to-point mobility via large fleets of autonomous vehicles in challenging urban driving environments. With talented teams working across the globe, from Boston to Singapore, Aptiv is the first company to deploy a commercial, autonomous ride-hailing service based in Las Vegas. Aptiv has provided over 100,000 public passenger rides, with 98% of passengers rating their Aptiv self-driving experience 5-out-of-5 stars. At Aptiv, we believe that our mobility solutions have the power to change the world. -
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Qualcomm Snapdragon Ride
Qualcomm
The Qualcomm® Snapdragon Ride™ Platform is one of the automotive industry’s most advanced, scalable and fully customizable automated driving platforms. It will facilitate automotive suppliers and automakers flexibility to deploy the safety, convenience and autonomous driving features in demand today--with the ability to scale in the future. Reliable, extreme, auto-ready performance at low power with more simplicity and higher automotive safety. And unlike other autonomous driving solutions that require liquid cooling, the Snapdragon Ride Platform is passive or air-cooled. Our comprehensive customizable platform features multi-ECU aggregation, allowing it to easily scale from Active safety to Convenience to full Self-Driving across a wider range of vehicles. In addition to our high-performance, energy-efficient hardware, the new Snapdragon Ride Autonomous Stack combines with the hardware to provide one of the most robust vehicle perception and driving brains available. -
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Helm.ai
Helm.ai
We license AI software throughout the L2-L4 autonomous driving stack, perception, intent modeling, path planning, and vehicle control. Highest accuracy perception and intent prediction, leading to safer autonomous driving systems. Unsupervised learning and mathematical modeling, instead of supervised learning, allow learning from huge datasets. Our technologies are up to several orders of magnitude more capital-efficient, enabling much lower cost of development. Helm.ai full scene vision-based semantic segmentation fused with Lidar SLAM output from Ouster. L2+ autonomous driving with Helm.ai across highways 280 to 92 to 101, lane-keeping + ACC lane changes. Helm.ai pedestrian segmentation, with key-point prediction. Pedestrian segmentation and keypoint detection. Rain lane detection corner cases and Lidar-vision fusion. Full scene semantic segmentation, botts dots, and faded lane markings. -
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NVIDIA DRIVE Map
NVIDIA
NVIDIA DRIVE® Map is a multi-modal mapping platform designed to enable the highest levels of autonomy while improving safety. It combines the accuracy of ground truth mapping with the freshness and scale of AI-based fleet-sourced mapping. With four localization layers—camera, lidar, radar, and GNSS—DRIVE Map provides the redundancy and versatility required by the most advanced AI drivers. DRIVE Map is designed for the highest level of accuracy, the ground truth map engine creates DRIVE Maps using rich sensors—cameras, radars, lidars, and differential GNSS/IMU—with NVIDIA DRIVE Hyperion data collection vehicles. It achieves better than 5 cm accuracy for higher levels of autonomy (L3/L4) in selected environments, such as highways and urban environments. DRIVE Map is designed for near real-time operation and global scalability. Based on both ground truth and fleet-sourced data, it represents the collective memory of millions of vehicles. -
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Waymo
Waymo
Waymo is an autonomous driving technology company that develops self-driving vehicles and operates fully driverless transportation services. Originally created as Google’s self-driving car project in 2009, the company later became an independent subsidiary of Alphabet with the goal of making transportation safer, more accessible, and more efficient through autonomous mobility. Its core technology, known as the Waymo Driver, combines artificial intelligence, high-resolution cameras, radar, lidar sensors, and detailed digital maps to allow vehicles to perceive their surroundings and navigate roads without human intervention. It continuously analyzes traffic signals, pedestrians, other vehicles, and road conditions to determine safe driving actions in real time. Before operating in a new area, Waymo vehicles map roads in extreme detail, identifying lane markings, signs, and intersections, and then combine this information with real-time sensor data to maintain precise positioning.Starting Price: Free -
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Wayve
Wayve
Wayve is an autonomous driving technology platform that develops AI foundation models to power next-generation self-driving vehicles through its Embodied AI approach. Wayve’s core innovation is a self-learning “AI driver” that enables vehicles to perceive, predict, and navigate complex real-world environments by learning from experience rather than relying on hand-coded rules or high-definition maps. Using primarily camera data and deep learning, the system builds a general-purpose driving intelligence that can adapt to new roads, cities, and vehicles with minimal retraining. Wayve’s mapless, hardware-agnostic architecture allows automakers to deploy advanced driver assistance and autonomous capabilities through software upgrades, supporting automation levels from L2+ to L4. It is designed to learn continuously from real-world and simulated data, enabling safe, natural driving behavior and improved handling of unexpected situations. -
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Pony.ai
Pony.ai
We are developing safe and reliable autonomous driving technology globally. Having accumulated millions of kilometers in autonomous road testing in complex scenarios, we have built a solid foundation to deliver autonomous driving systems at scale. Pony.ai was the first to launch Robotaxi service in December 2018, allowing passengers to hail self-driving cars via the PonyPilot+ App to start a new, safe and enjoyable journey. The service is currently available in Guangzhou, Beijing, Irvine, CA, and Fremont, CA. We have launched autonomous mobility pilots in multiple cities across the US and China, serving hundreds of riders every day. These pilots have enabled us to build a strong technical and operational foundation to further expand and improve our service. We have come together to tackle the biggest tech challenges in mobility. We are making concrete progress every day toward our vision of autonomous mobility everywhere. -
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Oxbotica Selenium
Oxbotica
Selenium is our flagship product, a full-stack autonomy system, the product of over 500 person-years of effort. An on-vehicle suite of software which given a drive-by-wire interface and very modest compute hardware, brings full autonomy to a land-based vehicle. Selenium has the ability to transform any suitable vehicle platform into an autonomous vehicle, both at prototype volume and at scale. It is a collection of interoperable software modules that allow the vehicle to answer three key questions, where am I? What’s around me? What do I do next? Selenium spans the technological spectrum, from low-level device drivers, through calibration, 4-modal localization, mapping, perception, machine learning and planning, and its remarkable vertical integration even covers user interface and data export systems. It does not even need GPS or HD-Maps (although this can still be utilized, if available). -
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Carziqo
Carziqo
Carziqo is an innovative technology company focused on autonomous driving and smart mobility services. We are committed to transforming the way people travel and earn through intelligent transportation technology. As a global leader in self-driving car rental, Carziqo provides individuals and enterprises with high-performance, intelligent, and safe autonomous vehicles, enabling every user to effortlessly embrace the future of technology. We offer more than just a car — we provide a complete intelligent mobility solution. Through the Carziqo platform, users can rent autonomous vehicles for logistics delivery or ride-hailing services, easily generating additional income. Whether for individual entrepreneurs or business clients, Carziqo empowers users to achieve more efficient, eco-friendly, and cost-effective smart transportation. -
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DriveMod
Cyngn
DriveMod is Cyngn’s full-stack autonomous driving solution. It integrates with off-the-shelf sensing and computing hardware to enable industrial vehicles to perceive the world, make decisions, and take action. DriveMod has been engineered to integrate smoothly into your existing workflows, enabling you to easily program vehicle routes, loops, and missions. In short, if a human driver can do it so can DriveMod. Safely bring autonomous capabilities to any commercially available vehicle through a retrofit. Drivemod’s flexibility ensures heterogeneous fleets operate smoothly regardless of vehicle type or manufacturer. Our AI software combines with leading sensors and computing hardware to create capabilities that far exceed that of human drivers. DriveMod can detect thousands of objects, propose thousands of candidate paths, and then navigate the optimal route — all in fractions of a second. -
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Kodiak Driver
Kodiak
Kodiak AI’s technology centers on the Kodiak Driver, a unified autonomous driving platform that combines advanced AI-powered software with modular, vehicle-agnostic hardware to enable scalable, real-world autonomy for trucks and ground vehicles. Designed to integrate seamlessly across different vehicle types and operating conditions, the system uses a suite of sensors, housed in field-swappable SensorPods for full 360° perception, deep-learning based perception models to interpret complex environments, forward planning to anticipate changes in the road ahead, and redundant compute, power, steering, and braking systems engineered for safety and reliability in demanding use cases. It supports deployment in commercial long-haul trucking, industrial logistics, and defense ground vehicles, with connectivity and telematics enabling over-the-air updates, remote fleet management, and Assisted Autonomy capabilities that allow human oversight. -
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Various sensors, such as LiDAR, cameras and radar collect environmental data surrounding the vehicle. Using sensor fusion technology perception algorithms can determine in real time the type, location, velocity and orientation of objects on the road. This autonomous perception system is backed by both Baidu’s big data and deep learning technologies, as well as a vast collection of real world labeled driving data. The large-scale deep-learning platform and GPU clusters. Simulation provides the ability to virtually drive millions of kilometers daily using an array of real world traffic and autonomous driving data. Through the simulation service, partners gain access to a large number of autonomous driving scenes to quickly test, validate, and optimize models with comprehensive coverage in a way that is safe and efficient.
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MORAI
MORAI
MORAI offers a digital twin simulation platform that accelerates the development and testing of autonomous vehicles, urban air mobility, and maritime autonomous surface ships. Built with high-definition maps and a powerful physics engine, it bridges the gap between real-world and simulation test environments, providing all key elements for verifying autonomous systems, including autonomous driving, unmanned aerial vehicles, and unmanned ship systems. It provides a variety of sensor models, including cameras, LiDAR, GPS, radar, and Inertial Measurement Units (IMUs). Users can generate complex and diverse test scenarios from real-world data, including log-based scenarios and edge case scenarios. MORAI's cloud simulation allows for safe, cost-effective, and scalable testing, enabling multiple simulations to run concurrently and evaluate different scenarios in parallel. -
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PRODRIVER
embotech
PRODRIVER is Embotech’s solution to the problem of motion planning for autonomous or highly-automated vehicles. It is an essential component of the autonomous driving software stack, within the so-called ‘decision making’ layer. As a motion planner, PRODRIVER is responsible to generate drivable trajectories or directly actuator commands such as steering, accelerating and braking. These are computed given the surrounding environment information. PRODRIVER does so by continuously making predictions and solving an optimization problem in real time. Its most important inputs are information about the drivable space, the obstacles within it and a goal (which could be a position or an objective such as making progress along a route). Its outputs can be used directly to control the vehicle or to provide set-points for the vehicle’s low-level controllers to track. The diagram below gives a schematic overview of how PRODRIVER is integrated within a typical autonomous vehicle software stack. -
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Tronis
TWT GmbH Science & Innovation
Tronis is an environment for virtual prototyping and for safeguarding driver assistance systems, e.g. for highly automated or autonomous driving . Based on a modern 3D game engine, real driving situations and traffic scenarios can be efficiently mapped and used for testing, e.g. for camera and radar-based environment detection. This can significantly accelerate the development of corresponding systems and reduce the need for real prototypes. -
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Luxoft Autonomous
Luxoft, a DXC Technology Company
We co-create smart solutions that empower clients to make the transition to sustainable mobility and enable the automotive world to move forward. Driven by the convergence of new technologies, AI, IoT, connected infrastructure, digitization, electrification, we’re rapidly advancing toward a revolutionized automotive future. An exciting time, providing the ultimate freedom with zero accidents, zero emissions and zero ownership. This is a great prospect for society, the economy and the environment. We enable automakers to innovate across vital areas of advanced automotive and mobility technology. Combining the agility, energy and speed of a startup with the reach, positioning and manpower of an enterprise, we deliver highly complex solutions, at speed, in critical environments. Meet your current and future software needs in the age of autonomous driving. Differentiate with highly personalized and intelligent in-vehicle experiences. -
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Deeproute.ai
Deeproute.ai
DeepRoute.ai aims to provide the safest, smartest, and most reliable Level 4 full-stack self-driving solution. We are committed to innovating the future of transportation through the power of technology. DeepRoute.ai cooperates with OEMs and mobility Companies, achieving self-driving commercialization. DeepRoute.ai utilizes advancements in technological research and commercialization to collaborate with OEMs, mobility companies, and other partners to make self-driving more readily available to the public. Through semantic mapping and a real-time positioning system, DeepRoute.ai’s planning and control algorithm can plan the optimal path under complex road environments, and provide a safe, comfortable and effective driving experience. -
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eMCOS
eSOL
● Application platform for autonomous driving systems that recognizes external environment through various collective data, and autonomously drive based on appropriate judgment ● Scalable distributed computing environment backed by many-core processors, and various types of processors to support advanced computing power required for intelligent information processing ● Scalable platform that allows software assets to be run on various hardware resources with real-time capability to ensure reliability and safety -
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Aurora Driver
Aurora
Created from industry-leading hardware and software, the Aurora Driver is designed to adapt to a variety of vehicle types and use cases, allowing us to deliver the benefits of self-driving across several industries, including long-haul trucking, local goods delivery, and people movement. The Aurora Driver consists of sensors that perceive the world, software that plans a safe path through it, and the computer that powers and integrates them both with the vehicle. The Aurora Driver was designed to operate any vehicle type, from a sedan to a Class 8 truck. The Aurora Computer is the central hub that connects our hardware and autonomy software and enables the Aurora Driver to seamlessly integrate with every vehicle type. Our custom-designed sensor suite—including FirstLight Lidar, long-range imaging radar, and high-resolution cameras—work together to build a 3D representation of the world, giving the Aurora Driver a 360˚ view of what’s happening around the vehicle in real time. -
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NVIDIA DRIVE
NVIDIA
Software is what turns a vehicle into an intelligent machine. The NVIDIA DRIVE™ Software stack is open, empowering developers to efficiently build and deploy a variety of state-of-the-art AV applications, including perception, localization and mapping, planning and control, driver monitoring, and natural language processing. The foundation of the DRIVE Software stack, DRIVE OS is the first safe operating system for accelerated computing. It includes NvMedia for sensor input processing, NVIDIA CUDA® libraries for efficient parallel computing implementations, NVIDIA TensorRT™ for real-time AI inference, and other developer tools and modules to access hardware engines. The NVIDIA DriveWorks® SDK provides middleware functions on top of DRIVE OS that are fundamental to autonomous vehicle development. These consist of the sensor abstraction layer (SAL) and sensor plugins, data recorder, vehicle I/O support, and a deep neural network (DNN) framework. -
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Carver21
DeepScale
AI Building Blocks for Intelligent Cars. Carver21 is purpose built to scale to your perception needs whether enabling safety features or delivering autonomous driving functions. -
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NODAR
NODAR
NODAR has re-imagined stereo vision using patented algorithms that enable standard cameras to deliver unprecedented 3D range, precision, and reliability. NODAR's advanced 3D vision technology is engineered to push the limits of what's possible in automotive and industrial applications. Whether passenger vehicles, autonomous trains, or monitoring and surveillance applications, reliable 3D data is critical to safety and performance. NODAR provides industry-leading 3D spatial data for autonomous systems across industries. Autonomy is transforming nearly every aspect of society, boosting output, delivering convenience, and enhancing safety. In many outdoor settings, conditions can be harsh and demanding. Automated equipment must operate 24 hours a day in the face of inclement weather, glare, dust, and high vibration. NODAR technology and products deliver unparalleled data, precision, and reliability for safety-critical applications that depend on 3D data. -
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Microsoft Connected Vehicle Platform
Microsoft
Innovate vehicle products and services for safety, compliance, and improved mobility experience that power emerging mobility services and profitability. Emerging mobility services require a well-connected and highly available vehicle. Building on Azure accelerates your time to market so you can leverage new vehicles in mobility services faster. Serve the emerging autonomous vehicle market and meet the needs of growing urban populations by rapidly developing, testing, and certifying new self-driving car solutions that improve safety and meet consumers' evolving expectations. Automotive solutions to accelerate vehicle innovation. Find the products and services you need to achieve your unique business objectives. Autonomous vehicles represent a digital transformation that will enable safer roads, efficient cities and a cleaner environment. This technology space is unique, with a complex set of challenges and sophisticated solutions. -
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Cognata
Cognata
Cognata delivers full product lifecycle simulation for ADAS and autonomous vehicle developers. Automatically-generated 3D environments and realistic AI-driven traffic agents for AV simulation. Autonomous vehicles ready-to-use scenario library and simple authoring to create millions of AV edge cases. Closed-loop testing with painless integration. Configurable rules and visualization for autonomous simulation. Measured and tracked performance. Digital twin grade 3D environments of roads, buildings, and infrastructure that are accurate down to the last lane marking, surface material, and traffic light. A global, cost-effective, and efficient architecture built for the cloud from the beginning. Closed-loop simulation or integration with your CI/CD environment are a few clicks away. Enables engineers to easily combine control, fusion, and vehicle models with Cognata’s environment, scenario, and sensor modeling capabilities. -
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RTMaps
Intempora
RTMaps (Real-time multisensor applications) is a highly-optimized component-based development and execution middleware. Thanks to RTMaps, developers can design complex real-time systems and perception algorithms for their autonomous applications such as mobile robots, railway, defense but also ADAS and Highly automated driving. RTMaps is a versatile swiss-knife tool to develop and execute your application and offering multiple key benefits: ● Asynchronous data acquisition ● Optimized performance ● Synchronous recording and playback ● Comprehensive component libraries: over 600 I/O software components available ● Flexible algorithm development: Share and collaborate ● Multi-platform processing ● Cross-platform compatibility and scalable: from PC, Embedded targets, to the Cloud. ● Rapid prototyping and testing ● Integration with dSPACE tools ● Time and resource savings ● Limiting Development risks, errors and efforts. ● Certification ISO26262 ASIL-B: on demand -
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AutonomouStuff
AutonomouStuff
World’s premier automated platform provider. Starting with a customizable R&D vehicle platform can accelerate your work on advanced driver assistance systems (ADAS), advanced algorithm development and automated driving initiatives — or help take your driverless efforts to the next level. Step-by-step specification of your own R&D vehicle platform, from the vehicle to sensors, software and storage. When you purchase a platform from AutonomouStuff, we’re part of your team. A knowledgeable and experienced project manager stays in touch with you on a regular basis to keep you current on platform updates and to make sure we’re meeting your needs. -
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Impersonate.ai
EchoTech.ai
Impersonate is an autonomous control platform for indoor or outdoor robots in highly dynamic environments that fully encompass perception and planning into a single AI stack that’s generalized to any robotic setup. -
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Applied Intuition Vehicle OS
Applied Intuition
Applied Intuition Vehicle OS is a scalable, modular platform that enables automakers, commercial fleets, and defense integrators to develop, deploy, and update comprehensive vehicle software, hardware, and AI applications across all domains, from ADAS and infotainment to autonomy and digital services. The on-board SDK provides embedded real-time OS, drivers, middleware, and reference compute architecture for safety-critical and consumer‑facing functions, while the off-board platform supports cloud-based data logging, remote diagnostics, OTA vehicle updates, and digital twin management. Developers work within a unified Workbench environment featuring integrated build and testing tools, CI pipelines, and automated validation workflows. It bridges vehicle intelligence across ecosystems by combining autonomy stacks, simulation suites including vehicle dynamics and sensor simulation, and a vibrant developer toolchain. -
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42dot
42dot
42dot combines cutting-edge technology with tailored connected services to optimize the process of moving people and goods. Our goal is to create a fully autonomous, centralized infrastructure for autonomous and frictionless transportation services. By accelerating the transition to autonomous Transportation-as-a-Service, we hope to bring valuable, life-enhancing products to the market. UMOS is a comprehensive mobility and logistics platform that integrates all forms of ground and air transportation services such as e-hailing, fleet management, demand-responsive transport, smart logistics and more. The platform encompasses multiple layers of functionality built with robust technology that provides enterprise-level scale. UMOS aims to create an ecosystem where we no longer have to worry about getting around. UMOS will take care of our mobility needs and everything related to being in motion. -
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Lattice for Mission Autonomy
Anduril Industries
An advanced software platform enabling a single human to control and coordinate a wide range of autonomous assets across the ocean, land, and sky to deliver successful mission outcomes. Lattice for Mission Autonomy makes it possible to compose different platforms and payloads, made by different vendors, into different mission solutions for different mission requirements. Mission Autonomy integrates and orchestrates the platforms, piloting, sensors, and payloads to deliver autonomous teams capable of accomplishing complex missions. Lattice for Mission Autonomy defense and commercial applications extend across air, land, and sea by leveraging platforms such as collaborative combat aircraft, robotic combat vehicles, and autonomous underwater vehicles to conduct missions like ISR, defensive counter air, seafloor mapping, critical infrastructure surveillance, and more. -
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SafeAI
SafeAI
SafeAI gives you proven, production-ready infrastructure to help fast track application development and accelerate any company’s transition to autonomy. Industry leaders in the off-road heavy industry know that the time to act is now to access the formidable productivity and safety advantages offered by AI-driven heavy equipment autonomy. What they may not realize is that they can unlock this power in a way that meets them wherever they’re at in their autonomy journey and puts their business goals first. SafeAI has developed the world’s first and safest open autonomous framework targeted aimed and autonomy packaged autonomy kits targeted at the off-road heavy industry. This puts the industries leading offroad autonomy platform into the hands of OEMs and tier 2 manufacturers giving them the ability to deliver autonomous solutions, faster, at lower cost and most importantly with the highest level of safety. -
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Hivemind
Shield AI
We’re building Hivemind, our AI pilot, to enable swarms of drones and aircraft to operate autonomously without GPS, communications, or a pilot. Our mission is to protect service members and civilians with intelligent systems. More than just preset behaviors & waypoints. Like a human pilot, Hivemind reads and reacts to the battlefield, and does not require GPS, waypoints, or prior knowledge to make decisions. It is the first and only fully autonomous AI pilot deployed in combat since 2018. From indoor building clearance with quadcopters to integrated air defense breach with fixed-wing drones, and F-16 dogfights, Hivemind™ learns and autonomously executes missions. A new generation of aircraft flown by Hivemind to provide persistent aerial dominance across sea, air, and land, on the tactical edge. -
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OpenFleet
OpenFleet
Easily monitor your vehicles. Make your drivers' commute more enjoyable. Optimize your fleet use. Our Team is here for you. We help you rationalize your vehicle fleet, whether we're taking short/long-term lease, corporate/peer to peer carsharing, autonomous vehicle service etc. Offering full portfolio of mobility solutions : onboard telematics, online supervision platforms and mobile apps. Managing a mobility service has never been so easy. Limitless mobility for your drivers. An innovative all-inclusive service. For Corporate or P2P use. Say goodbye to your keyboxes. Drivers now use their badge, smartphone or smart watch to unlock your fleet. Connect to your fleet through User or Manager Portal. Your vehicles are now available anywhere, anytime. Mentoring programs, 24/7 customer service, PR, training: a dedicated Mobility Manager will assist you all along your mobility project.Starting Price: $20 per user per month -
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Apex.AI
Apex.AI
Analyzing your current automotive or robotic software systems to assess a path to commercialization. Transitioning your existing software to Apex.OS. Transitioning your existing environment to a state-of-the-art continuous integration, continuous testing, and continuous delivery framework. Providing software architecture reviews and recommendations. Providing functional safety training to enable your team to build your safe autonomous system. Apex.OS is a fork of ROS 2 that has been made real-time, reliable, and deterministic so that it can be used in safety-critical applications. Apex.OS is developed in sync with future releases of ROS 2 and APIs stay compatible to ROS 2. Based on the integration of Eclipse Cyclone DDS™ and Eclipse iceoryx™, both are available as open-source and proven in automotive and mission-critical distributed systems. -
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OpenText Connected Vehicle Platform
OpenText
The evolution of technology has created unprecedented change in the Automotive industry. Consumer transportation preferences have shifted towards electrification, global connectivity, diverse mobility and autonomous driving. As connected vehicles become platforms for customer experience, the digital driving experience will heavily influence consumer loyalty and brand preference. Controlling the in-vehicle user experience is paramount. Consumers expect a connected vehicle experience similar to that of their connected experience at home, work and via their smartphone device. Vehicles without the right kind of connectivity to accommodate mobile lifestyles will quickly fall off the consumer’s consideration list. OpenText™ Connected Vehicle Platform is a cloud-based environment that offers an identity-centric approach to improving the vehicle ownership experience. Secure IoT data across the connected supply chain. -
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Atinary SDLabs Platform
Atinary
Atinary's Self-Driving Labs (SDLabs) platform is an AI and machine learning solution designed to digitize and automate R&D workflows, enabling traditional laboratories to transition from manual experiments to autonomous experimentation. It facilitates the design and optimization of experiments through a closed-loop system that integrates AI-driven hypotheses, predictions, and decisions. Key features include multi-objective optimization, database management, workflow orchestration, and real-time data analytics. Users can define experiments with constraints, allow the ML algorithms to decide on subsequent iterations, run experiments (with or without robotic assistance), analyze data, and retrain models with new data, thereby accelerating the discovery of better, cheaper, and greener products. Atinary's proprietary algorithms, such as Emmental for non-linear constrained optimization, SeMOpt for transfer learning in Bayesian optimization, and Falcon. -
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Memex
Memex
Memex writes code, executes commands, and iteratively solves problems so you can develop, deploy, and manage apps entirely in natural language. Memex can search and scrape the web autonomously, so you can get grounded information for a single query, or compile entire datasets with linked references. Memex runs on your desktop, uniquely enabling you to build anything. Use it for CAD/CAM, game design, mobile & VR apps, or connect and deploy to the web. Memex is general-purpose, Level 3 autonomy for engineering. It requires semi-technical users to steer it, and we are working to let anyone build anything. Create apps, analyze data, design hardware, scrape the web, and more. Autonomous research and engineering on your Mac. Create apps in less than 5 minutes with natural language. Autonomously scrape the web and seamlessly integrate with your workstation.Starting Price: Free -
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Nauto
Nauto
Driver and Fleet Safety Platform. The only AI technology impacting driver behavior in real-time. Anticipate events before they happen to help avoid incidents, minimize repair and maintenance costs, and reduce fleet claims. Minimize your injury, liability, and processing costs with AI-enabled, real-time detection and incident reporting. Driver Behavior Alerts coach your entire fleet in real-time. For drivers that need additional fleet safety training, Nauto Manager-Led Coaching helps you prioritize drivers and guides you through the coaching process. Reduce operational and insurance costs associated with fleet collisions by preventing distracted and drowsy driving. Drive adoption with features designed to help protect driver privacy and provide transparency between managers and fleet drivers. -
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Waitlyst
Waitlyst
Drive revenue and retention using autonomous AI agents that engage users across the entire customer journey. Drive growth with automated onboarding, activation, and retention processes using autonomous ai agents that send personalized, high-converting emails to your customers. Break free from managing complex workflows, and concentrate on building your product. Simply let Waitlyst know your primary focus and consider it done. Stay on top of growth and pre-empt changes in user behavior. Our zero-setup reports equip you with the key data needed to drive growth through informed decisions. Waitlyst works by unifying all of your company’s customer data and activity in one place. It eliminates data silos, giving you the insights needed to help drive revenue and retention.Starting Price: $50 per month -
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PassiveLogic
PassiveLogic
One platform. One complete solution for the whole building life cycle. Using Autonomy Studio™ you have the power to create custom autonomous systems for your buildings and projects. PassiveLogic provides a full-stack solution including the tools to design, engineer, install, maintain, and manage all from one interface. PassiveLogic starts with the fundamental requirement — a control system — and embeds a complete Autonomous Platform for Buildings. It's like having a superhero on every project. Built on a digital twin foundation, PassiveLogic installation requires 90% less effort than a conventional Building Management System (BMS) — yet provides a whole value-chain of solutions not previously possible. PassiveLogic's platform is the first truly intelligent building system. We automate automation, providing a fully autonomous BMS that controls your building based on the laws of physics, not arbitrary set-points or linear controls. -
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Autonomy AI
Autonomy AI
Autonomy AI is an AI-powered platform designed to accelerate front-end development by integrating deeply into a company's existing codebase and workflows. It operates within the organization's stack, automatically reusing and adding to the design system and existing codebase, much like a human developer, thereby reducing technical debt before it starts. It is powered by the Agentic Context Engine (ACE), which understands the intricacies of the codebase, analyzes the nuances of Figma designs at a superhuman level, and keeps track of all this knowledge as it works. AutonomyAI works inside the workflow with a deep understanding of libraries, configurations, and company standards to create organization-specific, production-grade code, optimizing every stage of development. It functions as an organic part of the development team, understanding tasks autonomously, iterating independently, incorporating feedback seamlessly, and working rapidly. -
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Arena Autonomy OS
Arena
Arena empowers businesses across industries to make high-frequency, critical path decisions fully autonomous. Autopilot for high-frequency business decisions. Similar to a physical robot, Autonomy OS is composed of three components, the sensor, the brain, and the arm. The sensor measures, the brain makes decisions, and the arm takes action. The whole system operates automatically and in real time. Autonomy OS ingests and encodes heterogeneous data with different latency profiles, from streaming real-time and structured time series, to unstructured data like images and text, into features that train machine learning models. Autonomy OS also augments data with contextual data from Arena’s Demand Graph, a daily updating index of factors that affect consumer demand and supply, from product prices and availability by location, to demand proxies from social media platforms. Customer preferences and behaviors change, supply routes are unexpectedly disrupted, and competitors alter strategy. -
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Discover an open, scalable and modular virtual driving simulator that enables testing against a variety of objectives and performance requirements. Ansys VRXPERIENCE Driving Simulator Powered by SCANeR™ enables you to assemble scenarios, test software, consider vehicle dynamics and experience sensors within a virtual driving environment. It enables a fully virtual driving lab for analyzing performance results. VRXPERIENCE Driving Simulator offers an immersive simulated test-drive experience set within a representative world. Perform exhaustive safety assessments to drive millions of virtual miles in days and accelerate development by 1,000x compared to physical road-testing. As passenger automobiles become more digitalized and more autonomous, they require a wide range of advanced technologies that include sensors, such as cameras, radar and lidars, as well as embedded software supporting automated control systems.
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NVISO
NVISO
NVISO is a global leader in human behaviour artificial intelligence (AI) software serving manufacturers of user-centric products and services worldwide. Globally deployed and validated human behaviour AI technology with high accuracy for key applications in making autonomous vehicles (e.g. Tesla EVs) safe with interior monitoring, patient monitoring for remote tele-medicine in healthcare/ robotics, and intelligent devices for smart homes. Enabling financial advisors to provide best interest advice with scientifically validated tools which detect and help manage client behaviours. Enhancing the safety, security, and comfort of connected and autonomous vehicles with advanced driver and occupant detection, authentication, and monitoring. Empowering medical professionals with intelligent patient monitoring to drive better patient outcomes while improving efficiency in aged-care homes and hospitals. -
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CogniSync
CogniSync
Our solution helps you drive teams towards top results using real-time AI insights and feedback. Set up in minutes, see results immediately. Build an AI-driven workforce, develop peak-performing, autonomous teams faster, and raise the standard of all your individual people. You connect your data, strategy, and standards and we automatically share knowledge & priorities to drive teams in real-time. Ramp-up new hires up to 3x faster and enable supported teams to over perform peers by as much as 14%. Cut communication overhead by nearly 30% as leaders focus on business impact and teams act autonomously. Overdeliver on KPIs by aligning topics and decisions as far as 25% faster across the organization. Build compliance and regulatory standards with guidelines surfacing in real-time. We connect to and learn all your data automatically. We then contextually surface all relevant insights in real-time, on top of any platform you use for work via our browser extension and desktop widget. -
47
Spotlight.ai
Spotlight.ai
Spotlight.ai is an autonomous deal execution platform that transforms sales pipelines into self‑driving revenue engines by capturing, qualifying, reviewing, and advancing every opportunity without manual intervention. It listens to and extracts structured data from calls (Zoom, Teams, Gong), emails, and CRM entries; fact‑checks deal status and risk factors; and executes bottom‑up MEDDICC qualification to identify champions, economic buyers, and other stakeholders. Its AI agents generate evidence‑backed business cases, decks, and next‑step recommendations, inject clean, metric‑driven updates directly into Salesforce, and run zero‑touch deal reviews with predictive forecasts and leading indicators. By continuously mapping relationships between pipeline activities, deal data, and team inputs, Spotlight.ai maintains full data hygiene, automates opportunity progression (stages, activities, qualification), and highlights material gaps for reps to address. -
48
AssistEdge
EdgeVerve
Automation Singularity refers to a highly customer-centric and agile-oriented state of constant improvement and optimization through the future workforce, opening up an expanded horizon of possibilities. Human specialists drive customer orientation using their creativity and empathy and are complemented by digital workers with extreme productivity and consistency. At EdgeVerve, we envision a world where the two forces – the human worker and digital worker converge to co-create the future worker, enabling a synergy of people, process, and technology. As automation gains momentum, businesses need to look at building a solid foundation to embark on the autonomous operations journey, an end state of the future workforce. Automated F&A across 60+ countries for Health-Tech giant. Automated order processing & invoicing for a petrochemical giant. Intelligent automation for contact centers helps improve agent productivity and deliver best-in-class customer experience. -
49
Salesforce Agentforce
Salesforce
Humans with Agents drive customer success together. Build and customize autonomous AI agents to support your employees and customers 24/7. An Agentforce Agent is a proactive, autonomous application that provides specialized, always-on support to employees or customers. They're equipped with the necessary business knowledge to execute tasks according to their specific role. Agentforce Service Agents engage customers autonomously across channels 24/7 in natural language. They resolve cases swiftly and accurately because every answer is grounded in trusted data. Set your Service Agent up in minutes using prebuilt templates, or customize fast with low-code. Define clear security guardrails and when to seamlessly escalate to human employees. Agentforce SDRs autonomously answer product questions, handle objects, and book meetings for sales reps. They act and respond accurately, with responses grounded in your business data. -
50
NEO
NEO
NEO is an autonomous machine learning engineer: a multi-agent system that automates the entire ML workflow so that teams can delegate data engineering, model development, evaluation, deployment, and monitoring to an intelligent pipeline without losing visibility or control. It layers advanced multi-step reasoning, memory orchestration, and adaptive inference to tackle complex problems end-to-end, validating and cleaning data, selecting and training models, handling edge-case failures, comparing candidate behaviors, and managing deployments, with human-in-the-loop breakpoints and configurable enablement controls. NEO continuously learns from outcomes, maintains context across experiments, and provides real-time status on readiness, performance, and issues, effectively creating a self-driving ML engineering stack that surfaces insights, resolves standard settlement-style friction (e.g., conflicting configurations or stale artifacts), and frees engineers from repetitive grunt work.
