Best Engineering Software for Startups - Page 73

Compare the Top Engineering Software for Startups as of December 2025 - Page 73

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    Seqera

    Seqera

    Seqera

    ​Seqera is a bioinformatics platform developed by the creators of Nextflow, designed to streamline and enhance the management of scientific data analysis workflows. It offers a comprehensive suite of tools, including the Seqera Platform for orchestrating scalable data pipelines, Seqera Pipelines for accessing a curated collection of open source workflows, Seqera Containers for simplifying container management, and Seqera Studios for interactive data analysis environments. It supports seamless integration with various cloud and on-premises infrastructures, ensuring reproducibility and compliance in scientific research. Integrate Seqera into existing on-premises systems and cloud platforms like AWS, GCP, and Azure, with no forced migrations. Maintain full control over data residency and scale globally, without compromising security or performance.
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    PeakAvenue

    PeakAvenue

    PeakAvenue

    ​The PeakAvenue Platform is a state-of-the-art, web-based Software as a Service (SaaS) solution designed to manage the entire product lifecycle with unprecedented efficiency. It integrates functionalities from e1ns, Quality Center, XERI, and Isograph into a unified platform, allowing users to select specialized apps and methods tailored to their specific needs. It facilitates the digitalization of the product lifecycle, offering features such as a communication platform, connectivity, quality loops, an established FMEA, lessons learned processes, and supply chain transparency. Built on modern web and cloud technology, PeakAvenue ensures easy onboarding of new employees via the browser, flexible scaling for employees, methods, and apps, and hosting for software deployment and updates. It adheres to the highest IT security standards and incorporates artificial intelligence capabilities as desired.
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    Profluent

    Profluent

    Profluent

    ​Profluent's platform revolutionizes protein design by integrating advanced AI with in-house wet-lab capabilities, enabling the creation of proteins either inspired by nature or reimagined from scratch. This holistic approach allows for precise, adaptable, and scalable solutions to complex biological challenges, delivering results that redefine what's possible with proteins. Profluent's foundation models push the frontier of protein design beyond the limitations of random discovery, facilitating the optimization of multiple attributes simultaneously, accessing greater sequence diversity, and enabling novel functionalities. By extrapolating into new protein spaces, Profluent offers unique possibilities beyond natural or patented proteins, making it cheaper, easier, and feasible for partners to achieve commercial success. Profluent's capabilities are built on a commitment to scientific rigor, leveraging diverse datasets and advanced AI to tackle challenges.
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    SurgePV

    SurgePV

    SurgePV

    SurgePV is an AI-powered solar design software that simplifies the entire process of designing, managing, and closing solar projects. Built for solar professionals, the platform automates roof modeling, shading analysis, and energy optimization, helping users create accurate, code-compliant designs in minutes. With advanced tools for site assessments, panel placements, and proposal creation, SurgePV streamlines workflows and reduces costs. The platform also offers precise financial insights, making it easier for solar installers and sales professionals to present ROI and close deals faster, all with responsive customer support and a user-friendly interface.
    Starting Price: $100
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    Zuken GENESYS
    GENESYS is Zuken's model-based systems engineering platform designed to manage and communicate product information effectively, enabling teams to focus on innovation. It supports the entire engineering process from initial concept to verification and validation within a single environment, capturing all relevant product information across different levels, from high-level use cases and system context to system and subsystem definitions, down to detailed design connections. GENESYS ensures every system design is coherent, consistent, and complete, providing feature-rich authoring capabilities with automatic diagram generation and rule-based formatting. It offers validation of logical consistency and behavior enabled by executable models and seamless integration with existing authoring tools. Built upon the Comprehensive Systems Definition Language (CSDL), which conforms to the Systems Modeling Language (SysML) standard, GENESYS provides semantic precision.
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    PyBullet

    PyBullet

    PyBullet

    PyBullet is a Python module for physics simulation, robotics, and deep reinforcement learning, built on the Bullet Physics SDK. It supports loading articulated bodies from URDF, SDF, and other formats, providing forward dynamics simulation, inverse dynamics computation, kinematics, collision detection, and ray intersection queries. PyBullet offers rendering capabilities, including a CPU renderer and OpenGL visualization, with support for virtual reality headsets. It is utilized in various research projects, such as Assistive Gym, which leverages PyBullet for physical human-robot interaction and assistive robotics, supporting collaborative robots and physically assistive tasks. Another project, Kubric, is an open source Python framework interfacing with PyBullet and Blender to generate photo-realistic scenes with rich annotations, scaling to large jobs distributed over thousands of machines.
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    MORAI

    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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    CarMaker

    CarMaker

    IPG Automotive

    CarMaker is a simulation solution specifically designed for the development and seamless testing of cars and light-duty vehicles across all development stages (MIL, SIL, HIL, VIL). It offers a high-performance, real-time capable vehicle model to build virtual prototypes early in the development process. All components can be replaced with customer-specific models or hardware. By combining the virtual prototype with an adaptive driver model, a complex traffic model, and a detailed road and environment model, automated and reproducible tests are possible at any time. The well-structured user interface guarantees easy parameterization. CarMaker's new visualization tool, Movie NX, enables photorealistic simulation of scenarios. Thanks to light and weather effects, real scenarios in the virtual world may take place at any time of day and during any season. Built-in camera models with HDR capability allow for realistic testing of camera systems.
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    TruckMaker

    TruckMaker

    IPG Automotive

    TruckMaker is a real-time simulation solution specifically tailored to the requirements relevant for the development and testing of heavy-duty vehicles such as trucks, construction vehicles, buses, semi-trucks, heavy-duty semi-trucks, and special vehicles. TruckMaker enables the accurate modeling of real-world test scenarios in the virtual world and increases the agility of development processes. In accordance with the automotive systems engineering approach, virtual test driving with TruckMaker enables the seamless development, calibration, testing, and validation of entire systems across the whole vehicle in realistic scenarios. TruckMaker offers a high-performance, real-time capable vehicle model to build virtual prototypes already during the early stages of the development process. Users have the option to replace components with their own models or hardware.
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    MotorcycleMaker

    MotorcycleMaker

    IPG Automotive

    MotorcycleMaker is a real-time simulation solution specifically tailored to the requirements relevant for the development and testing of motorized two-wheelers such as motorcycles, e-bikes, and scooters. It enables the accurate modeling of real-world test scenarios in the virtual world and increases the agility of development processes. In accordance with the automotive systems engineering approach, virtual test driving with MotorcycleMaker enables the seamless development, calibration, test, and validation of entire systems across the whole vehicle in realistic scenarios. MotorcycleMaker offers a high-performance, real-time capable vehicle model to build virtual prototypes already during early stages of the development process. Users have the option to replace components with their own models or hardware.
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    RoSi

    RoSi

    Robotec.ai

    RoSi is an end-to-end digital twin simulation platform that accelerates the development, training, and testing of robotics and automation systems, utilizing Software-in-the-Loop (SiL) and Hardware-in-the-Loop (HiL) simulations and generating synthetic datasets. It is applied to both classic and AI-powered technologies. RoSi is offered as a SaaS or on-premise software product. Key benefits include support for multiple robots and systems, realistic real-time simulation, unmatched performance and cloud scalability, open and interoperable standards (ROS 2, O3DE), and AI integrations for synthetic datasets and embodied AI. RoSi for Mining is designed to meet the needs of modern mining. It is utilized by mining companies, providers of mining technologies, and OEMs working within the mining industry. RoSi mining harnesses the power of optimized digital twin simulation technologies and scalable architecture to develop, validate, and test mining systems with unmatched efficiency and accuracy.
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    Kebotix

    Kebotix

    Kebotix

    Kebotix is a technology platform company for new chemicals and materials, ushering in a new age of high-speed innovation using artificial intelligence and robotic automation. Kebotix has built the world’s first self-driving lab for materials discovery powered by AI and robotics. Kebotix is accelerating the exploration, discovery, use, and production of new molecules and materials that can solve some of the world’s most urgent problems. Bring your products to market faster with us and benefit from the leading material design technology powered by our self-driving lab. Kebotix boosts your R&D to the forefront of digitalization by providing enterprise AI solutions customized for your materials discovery. We help you bring better products to market faster with automated learning from each iteration of the predict-produce-prove cycle.
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    Osium AI

    Osium AI

    Osium AI

    Osium AI is an AI-powered software platform that enables industry leaders to accelerate the development of sustainable and high-performance materials and chemicals. By leveraging proprietary technology developed by experts with over a decade of experience in AI and multiple AI patents, Osium AI offers a unified solution covering every step of the materials and chemicals development cycle, from formulation and characterization to scale-up and manufacturing. It allows users to predict any material or chemical property in just a few seconds, design optimal routes for R&D experiment planning, analyze material characteristics and defects swiftly, and optimize existing processes to decrease costs, enhance properties, and reduce CO₂ emissions. Osium AI's software is designed to help with any R&D project and adapts to evolving needs, enabling efficient scaling of developments.
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    BIOVIA Materials Studio

    BIOVIA Materials Studio

    Dassault Systèmes

    BIOVIA Materials Studio is a comprehensive modeling and simulation environment designed to enable researchers in materials science and chemistry to predict and understand the relationships between a material’s atomic and molecular structure and its properties and behavior. Utilizing an "in silico first" approach allows for the optimization of material performance in a cost-effective virtual setting prior to physical testing. It supports a wide range of materials, including catalysts, polymers, composites, metals, alloys, pharmaceuticals, batteries, and more. It offers tools for quantum, atomistic, mesoscale, statistical, analytical, and crystallization simulations, facilitating the design of advanced materials across various industries. Features include the ability to accelerate innovation, reduce R&D costs through virtual screening, and improve efficiency by automating best practices within Pipeline Pilot.
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    BIOVIA ONE Lab

    BIOVIA ONE Lab

    Dassault Systèmes

    BIOVIA ONE Lab is a comprehensive laboratory informatics solution designed to streamline workflows, enhance collaboration, and accelerate research across various scientific domains. It provides a unified environment for managing all laboratory data and processes, enabling scientists to make better decisions faster. ONE Lab is leveraged by companies across multiple industries, including Life Sciences, Consumer Packaged Goods, Energy & Materials, and more. It can be deployed across Research, Development, and QA/QC, with the flexibility to meet the specific needs of scientists in each domain. It manages samples, experiments, data, inventory, equipment, and workflows, integrating with a wide range of laboratory instruments and software to connect existing systems and data seamlessly. ONE Lab removes artificial barriers between ELN, LIMS, LES, equipment integration, and inventory management by employing a single data model across all functional areas.
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    Thermo-Calc

    Thermo-Calc

    Thermo-Calc

    Thermo-Calc is a powerful thermodynamic modeling software used by materials scientists and engineers to generate material properties data, gain insights about materials, understand specific observations, and answer direct questions related to a specific material and/or its processing. It includes several built-in calculators that come standard with all licenses, including the Equilibrium Calculator, Scheil Solidification Simulations, Property Model Calculator, General Model Library, Material to Material Calculator, Pourbaix Diagram Module, and Data Optimization Module (PARROT). Thermo-Calc can be expanded with several Add-on Modules and over 40 available databases, all integrated into one platform, providing a unified working environment. It allows users to calculate the state for a given thermodynamic system to obtain insights such as amounts and compositions of phases, transformation temperatures, solubility limits, driving forces for phase formation, and more.
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    QSimulate

    QSimulate

    QSimulate

    QSimulate offers a suite of quantum simulation platforms that leverage quantum mechanics to solve complex, industrial-scale problems in life sciences and materials science. The QSP Life platform provides unique quantum-powered methods for drug discovery and optimization, enabling first-of-a-kind quantum simulations of ligand-protein interactions applicable throughout the computational drug discovery process. The QUELO platform performs hybrid quantum/classical free energy calculations, offering users the ability to run relative free energy calculations using the free energy perturbation (FEP) approach. Additionally, QSimulate's technology enables groundbreaking advances in quantum mechanics/molecular mechanics (QM/MM) simulations for large protein modeling. For materials science, the QSP Materials platform democratizes quantum mechanical simulations, allowing experimentalists to automate complex workflows without the need for specialization.
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    CrowdChem

    CrowdChem

    CrowdChem

    The CrowdChem Data Platform is a knowledge-based platform for the chemistry field, built on independently collected data. It enables users to smoothly select raw materials and search for customers through data analysis functions and text mining. Examples include discovering combinations of new raw materials, conducting more accurate usage investigations of chemical products, and creating lists of potential customers who can use each company's products. Information can be searched from highly comprehensive data collected from patents, papers, catalogs, news articles, etc., eliminating the need to dig around for necessary data. Users can select raw materials and customers on the platform by combining machine learning and natural language processing technology, allowing for raw material selection, customer search, competitive analysis, and more.
  • 19
    Atinary SDLabs Platform
    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.
  • 20
    AQChemSim

    AQChemSim

    SandboxAQ

    AQChemSim is a cloud-native platform developed by SandboxAQ that leverages Large Quantitative Models (LQMs) grounded in physics and chemistry to revolutionize materials discovery and optimization. By integrating Density Functional Theory (DFT), Iterative Full Configuration Interaction (iFCI), Generative AI, Bayesian Optimization, and Chemical Foundation Models, AQChemSim enables high-fidelity simulations of molecular and material behaviors under real-world conditions. AQChemSim's capabilities include predicting performance under various stresses, accelerating formulation through in silico testing, and exploring sustainable chemical processes. Notably, AQChemSim has demonstrated significant advancements in battery technology by reducing lithium-ion battery end-of-life prediction time by 95%, achieving 35x greater accuracy with 50x less data.
  • 21
    Accuris

    Accuris

    Accuris

    Accuris is a leading provider of AI-powered digital engineering solutions, offering a suite of tools designed to streamline engineering workflows, enhance compliance, and accelerate innovation. Our flagship product, Engineering Workbench Professional, integrates over 2.8 million industry standards, codes, and specifications into a centralized platform, enabling engineers to access and apply critical information efficiently. Key features include AI-driven semantic search, Smart Compare for document version analysis, and micro-alerts for real-time updates on standards changes. Accuris Thread complements this by automating the extraction and management of requirements across the engineering lifecycle, enhancing traceability and collaboration. Goldfire, another core offering, utilizes AI to provide precise answers to technical questions by understanding and analyzing vast engineering data sets.
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    Symbotic

    Symbotic

    Symbotic

    Symbotic is a revolutionary warehouse automation system that reinvents the supply chain with an end-to-end, AI-powered robotic platform. It integrates a fleet of autonomous mobile robots and robotic arms equipped with advanced vision and sensing capabilities, enabling them to build optimized mixed-case pallets with relentless efficiency and industry-leading speed and density. The modular design allows for easy scaling and retrofitting into existing warehouses, maximizing flexibility in sizing and scaling. Symbotic's high-density storage structure and distributed storage algorithm maximize the use of space, increase capacity, and enable industry-leading product storage and retrieval speed. The AI-powered software seamlessly orchestrates hundreds of autonomous robots, managing the entire end-to-end system from case digitization and complex bot routing to sequencing, planning, and building the perfect mixed-SKU pallet.
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    Honeywell Intelligrated
    Honeywell Intelligrated offers a comprehensive suite of warehouse automation solutions designed to optimize distribution and fulfillment operations. Our offerings encompass advanced material handling equipment, including conveyor systems, sortation solutions, and palletizing/de-palletizing technologies, all integrated with intelligent software platforms like the Momentum Warehouse Execution System (WES). Momentum WES orchestrates nearly every aspect of automated warehouse execution, from inbound and outbound logistics to inventory control and labor management, providing real-time decision-making capabilities and seamless scalability. Honeywell's Automated Storage and Retrieval Systems (AS/RS) enhance throughput and maximize warehouse capacity, utilizing AI and machine learning algorithms for dynamic decision-making and optimal system automation.
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    Acelerex

    Acelerex

    Acelerex

    Acelerex Grid Enterprise Solutions facilitates the design of grid infrastructure and real‑time grid operations through modular offerings. The grid automation suite encompasses EMS, SCADA, DAS, PPC, and MDE functionalities to control and optimize power flow and distribution. Grid analytics supports capacity expansion, production‑cost modeling, asset revenue modeling, and valuations to guide investment decisions. Data services deliver scalable big‑data frameworks and algorithmic insights for operational efficiency. Grid strategy aids integrated resource planning, clean‑energy policy compliance, technology procurement, and power‑purchase agreement (PPA) structuring. Appliances leverage top‑of‑the‑line hardware to ensure high availability, resiliency, and client‑grade performance. We pair emerging technologies in these key sectors with software innovations such as AI, IoT devices, blockchain, big data, data mining, cloud computing, and real time optimization algorithms.
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    EcoStruxure Microgrid Advisor
    EcoStruxure Microgrid Advisor is a cloud‑based, demand‑side energy management software platform that allows users to collect, forecast, and automatically optimize the operation of distributed energy resources using predictive algorithms. It seamlessly connects to your on‑site resources and loads to dynamically control when to consume, produce, store, or sell energy, aligned with utility tariff plans and usage patterns. With its web‑based user interface, you can easily track real‑time savings, earnings, and CO₂ emissions data, enabling clear visibility and actionable insights. It integrates with the Energy Control Center to create an intelligent, pre‑engineered, configurable power control hub, maximizing facility performance. EcoStruxure Microgrid Advisor’s AI‑driven forecasting and optimization ensure your facility uses distributed energy resources at the ideal times.
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    Trilliant

    Trilliant

    Trilliant

    Trilliant offers proven, flexible smart grid and smart cities solutions purpose-built on a device‑independent, multi‑tiered platform designed to improve network connectivity, ensure sustainability, increase public safety, address IIoT, and provide unmatched technology options for customers worldwide. It enables energy companies, utilities and cities to choose only the essential solutions and services they need and network them on one proven platform, covering communications, analytics and data services, advanced metering infrastructure, for electricity and water, distribution automation, demand response, Prime Energy Suite, IIoT, sub‑metering and smart outdoor lighting. It supports wide area, neighborhood area, and cellular network integration as well as meter integration, all operating seamlessly across diverse devices without lock‑in to a single provider.
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    NextEra 360

    NextEra 360

    NextEra 360

    In today’s complex energy ecosystem, companies are finding it challenging to make real progress toward their decarbonization goals. Generating a comprehensive view of energy and emissions data is costly, and it can be even more challenging to turn data into actionable opportunities. NextEra 360 comprehensive energy management software was developed to address these very challenges. Our data-first approach leverages a 360° view of energy generation and consumption data captured and analyzed across a wide range of assets and sites to improve operational efficiency, reduce costs, and unlock savings. NextEra 360 enables easy and secure system integration with tested hardware and software solutions to accelerate your decarbonization journey by enabling sophisticated energy strategies, prioritizing interventions, and unlocking market trading opportunities.
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    Globema Smart Grid
    Globema’s Smart Grid Software is a robust solution designed for technical calculations, management of power distribution networks, and real‑time monitoring and control of voltage levels and energy usage. It includes tools like GeoGrid GIS and digital twins for accurate grid modelling and analysis, enhanced by AI/ML for automated network updates and efficient low‑voltage topology management. It supports key distribution grid processes, network documentation, outage management, service provisioning, investment planning, maintenance, and control support, built atop GE Smallworld GIS for LV, MV, and HV networks. Integration-ready APIs enable seamless connection with SCADA, ERP, and asset management systems. Globema also offers mobile workforce management via GeoTask and GeoTraxx, map-based apps, AI/ML-driven analytics, and intelligent energy network visualization tailored to energy operators.
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    Mobile HeatGrid
    Globema’s Mobile HeatGrid is a smart, mobile-first solution that digitizes and optimizes heating network operations by automating task creation for field technicians, streamlining planning, and tracking progress in real time. It integrates a dispatcher’s interface, a mobile technician app, and a GIS system, creating a unified environment for efficient fieldwork management. It automatically generates tasks, collects data on-site, and provides status updates as jobs advance, transforming traditional processes into a seamless digital workflow. Designed for district heating companies, Mobile HeatGrid incorporates GIS mapping, enabling dispatchers to assign and monitor jobs based on precise geospatial locations, while technicians receive clear, step-by-step instructions on their devices. It supports full digitization of heating network assessments, field inspections, and maintenance activities, reducing manual entry and enabling real-time coordination.
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    ReliaGrid
    ABB’s Grid Automation Solutions provide pre-designed, fully engineered, and factory-tested automation cabinets ready for installation in secondary substations, indoor or outdoor. These cabinets include protection and control devices such as Relion REC615, RIO600 I/O units, Arctic wireless gateways (ARx600), third-party RTUs, batteries, chargers, and I/O terminals, all pre-wired internally to simplify integration. These "GA boxes" integrate seamlessly into ABB's secondary compact substations, enabling fast deployment of digital substations that support efficient, reliable smart grid operation. ABB offers solutions for both greenfield installations and brownfield retrofits, addressing needs from basic monitoring to advanced measurement, protection, control, and automation functions. With secure wireless communication capabilities, substations can be connected to control centers or DMS systems via public mobile networks.