Best Engineering Software for Cloud
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Compare the Top Engineering Software for Cloud as of October 2025
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What is Engineering Software for Cloud?
Engineering software is software used by engineers to design, analyze and manufacture various products. It includes a wide range of applications such as CAD/CAE software, analysis tools, optimization tools, and programming tools. Engineering software can be used for a variety of tasks such as designing mechanical parts, analyzing structural stability, simulating system performance, and optimizing product designs. These applications enable engineers to optimize their designs for cost reduction and increased efficiency. Compare and read user reviews of the best Engineering software for Cloud currently available using the table below. This list is updated regularly.
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1
Interfacing Enterprise Process Center (EPC)
Interfacing Technologies
Interfacing’s Digital Twin Organization software provides transparency and Governance to improve Quality, Efficiency, and ensure Regulatory Compliance. Map, analyze, and automate processes, manage regulatory compliance, assess risks within a single platform! Interfacing’s digital twin solution (Enterprise Process Center - EPC) is an enterprise management system that helps companies digitalize processes to streamline operations, increase productivity, and continuously improve. Interfacing’s digital business platform – Rapid Application Development (RAD) Tools, with its Low-Code Development methodology will optimize usage of your technical resources and maximize transparency for ongoing improvement. Discover how our Low-Code Rapid Application Development module provides all the tools to create and deploy Custom, Scalable, Secure, and Mobile ready Applications in Days vs. Months!Starting Price: $10/month/user -
2
Innoslate
SPEC Innovations
SPEC Innovations’ flagship model-based systems engineering solution can help your team reduce time-to-market, cost, and risk on even some of the most complex systems. This cloud or on-premise application uses a modern web browser, with an intuitive graphical user interface. Innoslate’s full lifecycle capabilities include: • Requirements Management • Documents Management • Modeling • Discrete Event Simulator • Monte Carlo Simulator • DoDAF Models and Views • Database Management • Test Management with full reports, status updates, results, and more. • Real Time Collaboration -
3
3SL Cradle
3SL
Manage needs, epics, user stories, features and the product backlog through a series of sprints, each using your choice of requirements management, model based systems engineering (MBSE) and test management with your preferred level of change tracking, configuration management and formal change control. Cradle® is our requirements management and systems engineering software tool that integrates your entire project lifecycle in one, massively scalable, integrated, multi-user product. Whether your projects are small and local, large and distributed, or anywhere in between, Cradle can solve all your agile, requirements management, model driven development, defect tracking and test management needs in one place. With its unrivaled feature set, incredible flexibility, simple configuration and low cost, Cradle is the ideal choice if you are new to agile methods, requirements management or systems engineering.Starting Price: $449.00/one-time/user -
4
EMQX
EMQ Technologies
EMQX is the world's most scalable and reliable MQTT messaging platform designed by EMQ. It supports 100M concurrent IoT device connections per cluster while maintaining extremely high throughput and sub-millisecond latency. EMQX boasts more than 20,000 global users from over 50 countries, connecting more than 100M IoT devices worldwide, and is trusted by over 300 customers in mission-critical IoT scenarios, including well-known brands like HPE, VMware, Verifone, SAIC Volkswagen, and Ericsson. Our edge-to-cloud IoT connectivity solutions are flexible to meet the demands of various industries towards digital transformation, including connected vehicles, Industrial IoT, oil & gas, carrier, finance, smart energy, and smart cities.Starting Price: $0.18 per hour -
5
Lucidchart
Lucid Software
Lucidchart is an advanced diagramming tool designed to help businesses and teams optimize their processes, systems, and workflows with intelligent, data-driven diagrams. The platform combines powerful AI features, such as AI-generated diagrams, data linking, and real-time collaboration, to make visualizing complex systems and architectures faster and more efficient. Lucidchart supports multiple use cases, including process maps, flowcharts, technical diagrams, organizational charts, and systems planning. Its seamless integrations with popular apps like Jira, Confluence, Slack, and Teams allow for enhanced collaboration, enabling teams to align on priorities and act on insights quickly. Lucidchart is the perfect tool for anyone looking to create professional diagrams in less time, while fostering better decision-making and innovation.Starting Price: $7.95/month/user -
6
MATLAB
The MathWorks
MATLAB® combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, rigorously tested, and fully documented. MATLAB apps let you see how different algorithms work with your data. Iterate until you’ve got the results you want, then automatically generate a MATLAB program to reproduce or automate your work. Scale your analyses to run on clusters, GPUs, and clouds with only minor code changes. There’s no need to rewrite your code or learn big data programming and out-of-memory techniques. Automatically convert MATLAB algorithms to C/C++, HDL, and CUDA code to run on your embedded processor or FPGA/ASIC. MATLAB works with Simulink to support Model-Based Design. -
7
AWS IoT
Amazon
There are billions of devices in homes, factories, oil wells, hospitals, cars, and thousands of other places. With the proliferation of devices, you increasingly need solutions to connect them, and collect, store, and analyze device data. AWS has broad and deep IoT services, from the edge to the cloud. AWS IoT is the only cloud vendor to bring together data management and rich analytics in easy-to-use services designed for noisy IoT data. AWS IoT offers services for all layers of security, including preventive security mechanisms, like encryption and access control to device data, and service to continuously monitor and audit configurations. AWS brings AI and IoT together to make devices more intelligent. You can create models in the cloud and deploy them to devices where they run 2x faster compared to other offerings. Optimize operations by easily creating digital twins of real-world systems. Run analytics on volumes of IoT data easily—without building an analytics platform. -
8
Lumada IIoT
Hitachi
Embed sensors for IoT use cases and enrich sensor data with control system and environment data. Integrate this in real time with enterprise data and deploy predictive algorithms to discover new insights and harvest your data for meaningful use. Use analytics to predict maintenance problems, understand asset utilization, reduce defects and optimize processes. Harness the power of connected devices to deliver remote monitoring and diagnostics services. Employ IoT Analytics to predict safety hazards and comply with regulations to reduce worksite accidents. Lumada Data Integration: Rapidly build and deploy data pipelines at scale. Integrate data from lakes, warehouses and devices, and orchestrate data flows across all environments. By building ecosystems with customers and business partners in various business areas, we can accelerate digital innovation to create new value for a new society. -
9
PDF Conversion SDK
Visual Integrity Technologies
Add PDF Features with 2 API Calls Open, Edit, and View PDF. All that's needed is two API calls and a configuration file. Within a day, you can add, open, import, edit and view PDF features in your app. When formats don't match one-to-one, the SDK neutralizes the differences. This includes adding cropping, fills, color management and fonts. The PDF Conversion SDK processes all PDF versions including ISO Standard PDF 2.0. Any PDF from file or print-ready memory is valid input. Conversions flow straight through without intermediate steps or compromised quality. No printer driver. The PDF Conversion SDK runs on Windows, MacOS and Linux. It supports .NET. Example code included. Removes redundant information & compresses data. This ensures great performance for fast web and application viewing. Search for objects and text strings. Convert PDF to your native file format. Change the contents of a PDF page. Extract images from PDF. Retrieve metadata from PDF (layers, geospecification, etc).Starting Price: $199 per year -
10
AvAIO
SysAIO
At SysAIO, we create all-in-one software solutions to simplify complex operations. Our flagship product, AvAIO, is built for aviation—seamlessly managing reservations, operations, and management, all within in a single platform. Gain full oversight of your airline’s operations with advanced management tools covering compliance tracking, aircraft airworthiness, and maintenance scheduling. AvAIO centralizes critical data, automates reporting, and enhances decision-making, ensuring regulatory compliance, operational efficiency, and improved resource allocation. Deliver a seamless booking experience with integrated DCS, automated check-in options, and secure payment processing. AvAIO optimizes inventory management, reduces manual workload, and ensures a smooth reservation process—enhancing both passenger satisfaction and operational efficiency. Gain full oversight of your airline’s operations with advanced management tools. Visit our website for more details.Starting Price: $2000 per month -
11
Valispace
Valispace
It enables Team Collaboration on all important aspects of the Engineering Lifecycle, such as: - Requirements Management - Data-Driven Functional Design - Product Architecture - Detailed Systems Design & Simulation - Automated Verification - Live Documentation It also allows for cross-lifecycle process improvements, such as: - Agile Engineering Planning - Technical Change Management In comparison to siloed Requirement Management Systems or Model Based Systems Engineering expert-tools, its data-driven architecture enables agile hardware development across departments with a digital thread along the engineering lifecycle. Valispace’s proprietary calculation engine propagates changes instantly to users, requirements, architecture, verifications and documentation. Therefore, its introduction into the engineering process reduces costs by significantly shortening development times, as well as by preventing design mistakes which usually lead to expensive rework.Starting Price: €50/month/user -
12
Vectary
Vectary
Vectary is the most accessible 3D and Augmented Reality design platform. No downloads, all in the browser. Build immersive experiences for the real world. Publish 3D and Augmented Reality content to any website, on all platforms with Vectary Web AR. Transform your imported model with high quality and free materials, environments and lightning setups in Vectary. Enhance your 3D content with access to hundreds of free high quality materials carefully selected to shine in AR. Let Vectary do the heavy lifting of reliability and performance optimization to ensure smooth experience on every device. Web AR automatically bakes physically accurate materials and shadows for extra realism and immersion. Vectary can import 3D files from all major tool-chains in the polygon, CAD modeling and 3D scanning field. Over 60 import formats are included in the free version, with additional CAD package available for specific files from Catia, Solidworks, Pro Engineer etc.Starting Price: $12 per user per month -
13
Simulink
MathWorks
Design and simulate your system in Simulink before moving to hardware. Explore and implement designs that you wouldn’t otherwise consider – without having to write C, C++, or HDL code. Explore a wide design space by modeling the system under test and the physical plant. Your entire team can use one multi-domain environment to simulate how all parts of the system behave. Package and share your simulations with collaborators, suppliers, and clients. Reduce expensive prototypes by testing your system under conditions that are otherwise too risky or time-consuming to consider. Validate your design with hardware-in-the-loop testing and rapid prototyping. Maintain traceability from requirements to design to code. Instead of writing thousands of lines of code by hand, automatically generate production-quality C and HDL code that behaves the same way as the model you created in Simulink. Then deploy it directly onto your embedded processor or FPGA/ASIC.Starting Price: $860 per year -
14
Nuke
Foundry
For over 20 years, Nuke has empowered teams to work together to get pixel-perfect results, fast—all without sacrificing creativity and quality. Whether your focus is on blockbusters, short-form or binge-worthy episodic content, Nuke’s power, flexibility and robust toolset empowers whole teams to create the best content, with the same tools used by leading studios. Watch what studios all around the world say about Nuke. The tools to get the job done, no matter how you're working. Advanced node-based compositing, 3D tracking and model building, conform and review... the Nuke range scales to suit your needs. The Nuke family offers unparalleled power and performance to meet the needs of modern production work. Nuke’s node graph and resolution-independent processing mean the scope of work you can handle is unmatched. Easily collaborate with others, whether you’re sitting side by side or across the globe. Work fast with Nuke’s cutting-edge toolkits, GPU acceleration and fluid workflows.Starting Price: $5,248 -
15
LabVIEW
NI
LabVIEW offers a graphical programming approach that helps you visualize every aspect of your application, including hardware configuration, measurement data, and debugging. This visualization makes it simple to integrate measurement hardware from any vendor, represent complex logic on the diagram, develop data analysis algorithms, and design custom engineering user interfaces. With LabVIEW and NI DAQ hardware, you can build a custom measurement solution to visualize and analyze real-world signals to make data-driven decisions. Using LabVIEW and NI or third-party hardware, you can automate the validation of your product to meet challenging time-to-market and performance requirements. Working with LabVIEW, you can create flexible test applications that control multiple instruments and design user interfaces to optimize your manufacturing test throughput and operational cost. You can build industrial equipment and smart machines faster with LabVIEW.Starting Price: $453 per year -
16
visTABLE
plavis
By using visTABLE® software, you can visualize the entire process. In manufacturing, value stream mapping helps identify waste by analyzing each step of material handling. The software allows to map the current state, apply lean principles to define the future state and to reduce the effort spent on non-value-adding processes. Improvement backed by VSM has never been easier. Lean thrives on visualization and transparency. Gain key figures about the current state. Based on the method of value stream mapping, the software helps to perform a logistics-oriented value stream analysis. Capture all of your value streams according to the line-back principle. The display of the map is automatic. If you add or remove processes or change transports, your VSM automatically adapts and maintains the optimal display. Provide your management with key figures on flow, value-adding processes and inventories.Starting Price: €249 per user per month -
17
Ansys Cloud Direct
Ansys
Access Ansys Cloud Direct anywhere, anytime to obtain endless simulation capabilities compatible with most Ansys solvers. Engineering simulation has long been constrained by fixed computing resources available on a desktop or cluster. Ansys Cloud provides access to on-demand, cloud-based computing resources, including both interactive workstations and HPC clusters, for faster, high-fidelity results offering greater performance insight. Ansys Cloud increases simulation throughput by removing the hardware barrier. Ansys Cloud Direct is a scalable and cost-effective approach to HPC in the cloud. To leverage the combined benefits of cloud computing and best-in-class engineering simulation, Ansys partnered with Microsoft® Azure™ to create a secure cloud solution. Within Ansys Mechanical, Ansys Fluent, Ansys Electronics Desktop, Ansys SPEOS, Ansys Discovery, Ansys LS-Dyna, Ansys LST, Ansys CFX and Ansys Lumerical, you can easily access HPC in the cloud directly from the applications -
18
Trezi
Trezi
Trezi is a Virtual Reality platform for the Architect, Engineering, and Construction (AEC) Industry. Trezi Lens is a software that dramatically transforms Revit, SketchUp, Rhino and FBX design models into Virtual Reality. It also offers a seamless way of design presentation and collaboration with its hero feature Trezi Teleport. Trezi showcase offers building product manufacturers a completely fresh platform to showcase their products with the power of digit twins, a centralized cataloging system and many more exciting features. Trezi offers immersive collaboration without any boundation of the number of people in the meeting or the size of the design model. Trezi's third offering Trezi Academy trains the students of architecture and Interior design with VR skills to upskill them and help them start their digital journey. -
19
Amazon Sumerian
Amazon
Bring a new dimension to your web and mobile applications with Amazon Sumerian. 3D immersive experiences are breathing new life into user experiences on the web, increasing customer engagement with brands and improving productivity in the workplace. Amazon Sumerian makes it easy to create engaging 3D front-end experiences and is integrated with AWS services to provide easy access to machine learning, chatbots, code execution and more. As a web-based platform, your immersive experiences are accessible via a simple browser URL and are able to run on popular hardware for AR/VR. One-click host your 3D experience using AWS Amplify to deploy your scenes anywhere. Sumerian Hosts are available open source on GitHub for easy integration with your Babylon.js and Three.js applications. Easily create and embed 3D scenes into new or existing web pages with Babylon.js. -
20
MockFlow
MockFlow
Super easy tool to brainstorm UI ideas. MockFlow is the complete UI planning platform that your team needs to kickstart software projects. Rapidly sketch interface layouts in a short time without any complexity. Full featured and intuitive editor that brings your concepts to life. Thousands of pre-built components and layouts to draw any UI. Play, review or present your UI drawings in preview mode. Ideas always evolve, so do UI. Iterate faster with revision tracker. Draw UI collaboratively in MockFlow with its powerful cloud features such as role-based permissions, real time editing, annotated comments and design approvals to name a few. Create beautiful StyleGuides in minutes to document your brand's UI guidelines. Also, auto-generate design specifications and documentation from wireframes.Starting Price: $15 per user per month -
21
Autodesk AEC Collection
Autodesk
The AEC Collection provides designers, engineers, and contractors a set of BIM and CAD tools that support projects from early-stage design through to construction. Create high-quality, high-performing building and infrastructure designs with conceptual and detailed design tools. Optimize projects with integrated analysis, generative design, and visualization and simulation tools. Improve predictability in the field with tools that maximize constructability and project coordination. Accelerate design processes and improve quality with integrated workflows for conceptual design, modeling, multidiscipline coordination, and construction documentation. Access tools that enable you to bid for, win, and deliver more business. Automate tasks to reduce design time and improve handoff with streamlined data exchange.Starting Price: $3,115 per year -
22
Autodesk Platform Services
Autodesk
Autodesk Platform Services (APS) is a growing set of web services that increase the breadth and depth of your ability to automate processes and flow data across industries and projects, enabling better, faster decision making and time to delivery of your products and services. APS APIs help companies build applications that tap into their design and engineering data. From automated processes to alerts, 3D in-browser to virtual reality, APS APIs can be combined with existing software systems to innovate how you work and get more from your data. When you render 3D and 2D model data within a browser, the models can come from a variety of applications such as AutoCAD, Fusion 360, Revit, and many more. You can also integrate with the Autodesk Construction Cloud to extend its capabilities to reach segments of the construction ecosystem that don't have direct access to BIM data. -
23
AppGameKit
AppGameKit
AppGameKit VR adds powerful and easy-to-use VR commands to your core AppGameKit Script language. With just a few commands you can start to develop your own VR experiences, from detecting the head-mounted displays to registering touch events from the touch controllers. Users must already own AppGameKit and have an OpenVR compatible head-mounted display (HMD) and HTC Vive controllers or optional Touch controllers to use this DLC. This DLC is currently only available for the Windows platform. There are over 60 commands provided and we’ve created some getting started demos to show you how to get up and running with your own creations. Visualize and manage your media assets with the asset browser window. View media such as images, 3D models and text files and listen to sound and music files. There are over 60 commands provided and we’ve created some getting started demos to show you how to get up and running with your own creations.Starting Price: $29.99 per license -
24
Ansys SCADE Architect
Ansys
Ansys SCADE Architect has been specifically developed for system engineers. It provides full support of industrial systems engineering processes, such as ARP 4754A, ISO 26262 and EN 50126. SCADE Architect features functional and architectural system modeling and verification in a SysML-based environment. Ansys SCADE Architect has been specifically developed for system engineers; the underlying SysML™ technology is hidden, making modeling more user-friendly and intuitive. Ansys tools support software development aligned to the FACE Technical Standard at both the model and generated code levels, providing users with an easy workflow that passes the FACE Conformance Test Suite (CTS), a necessary test process included in the FACE Technical Standard. -
25
Peakboard
Peakboard
With its low-code platform for creating industrial applications, Peakboard GmbH assists production and logistics companies in monitoring their internal processes and managing their own systems interactively. The solution can gather process data from all common data sources, including SAP, machine controls, material flow controls, and Excel. It can then evaluate and display this data on screens in real-time. This approach enables easy identification of sources of errors, thereby increasing productivity. Customers have the autonomy to decide which key figures they would like to be displayed on the dashboard. Furthermore, information can be relayed to over 90 connected IT interfaces using touchscreens. This establishes an intuitive user interface that employees in production and the warehouse can utilize to interact with the complex IT landscape. As a result, controlling production machinery becomes as simple as using a smartphone.Starting Price: 708 € (annually/license) -
26
Ansys Twin Builder
Ansys
An analytics-driven, simulation-based digital twin is a connected, virtual replica of an in-service physical asset — in the form of an integrated multidomain system simulation —that mirrors the life and experience of the asset. Hybrid digital twins enable system design and optimization and predictive maintenance, and they optimize industrial asset management. By implementing Ansys Twin Builder, you can improve top-line revenue, manage bottom-line costs and both gain and retain a competitive advantage. Ansys Twin Builder enables you to quickly create a digital twin–a connected replica of an in-service asset. This allows for enhanced lifecycle management and true predictive maintenance, saving costs to help maintain a competitive advantage. -
27
VRED
Autodesk
Autodesk VRED is a professional 3D visualization and virtual prototyping software designed to bring complex data to life. It enables users to create high-quality renderings on-premises or in the cloud, visualize, review, and validate designs with ease and accuracy, and collaborate on any device, including virtual reality. VRED helps designers and engineers create product presentations, design reviews, and virtual prototypes using interactive GPU ray tracing and both analytic and cloud-rendering modes. It transforms complex design and engineering datasets into a holistic digital control model that can be used as a single source of truth. Users can access the latest design data anywhere, anytime, for high-quality collaborative review on desktop, mobile, or in VR using various utilities and streaming APIs. VRED supports features like data preparation, virtual prototyping, virtual photography, visual simulation, collaboration, and XR experiences. -
28
Davra IoT Platform
Davra
Davra IoT helps companies, fleet owners, OEMs, municipalities and others to define, build and rapidly bring industrial-grade IoT applications on a reliable, secure and scalable IoT platform. Get your IoT project to the market in less than 50 days. Experience an open system with integrations at its core. Reduce your IoT project cost by up to 80%. Get descriptive, diagnostic, predictive and prescriptive analytics data. Run our cloud-based streaming analytics, ML, NLP and AI algorithm at the edge of the network. Experience HTML5 dashboard visualization, advanced Geo-mapping, layout manager and much more. Get a complete developer suite with source control, versioning, full code editor and more. Provide an "asset-centric view" of IoT devices by attaching both static and dynamic attributes. Leverage a complete microservice-based design for infrastructure libraries and runtime engines. -
29
ThingWorx
PTC
The industrial Internet of Things (IIoT) connects your people, products, and processes to power digital transformation. Using industrial IoT platforms, companies connect, monitor, analyze, and act on data in new ways. You can start fast with digital transformation, using IoT for strategic pilots, while easily scaling solutions to reshape your organization. Leaders depend on the industrial IoT from how they design, manufacture, and service products, to how they create value and engage with customers. The best way to accelerate digital transformation is by using a proven industrial IoT platform that’s purpose-built for you. Scale to new markets, improve throughput, and unlock new business models such as products as a service. Get to market faster with rapid application development. Use industrial Internet of Things platforms to wrap and extend legacy assets for new functionality. -
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Vuforia
PTC
Vuforia is a comprehensive, scalable enterprise AR platform. Our wide-ranging solution suite ensures that we can provide the right AR technology to every customer based on their business needs. Vuforia provides the fastest, easiest and most advanced AR content development solutions to help industrial enterprise customers address workforce challenges and meet business goals. Vuforia’s Augmented Reality solutions have numerous practical applications—where to start depends on understanding where you'll get the fastest, most meaningful ROI. These use cases stand out as offering easy adoption, clear returns, tangible benefits, and a roadmap to scale up. Use industrial AR to improve workforce productivity, efficiency and customer satisfaction with real-time, step-by-step work instructions. Analytics and automation have changed manufacturing operations. AR is now transforming human processes by accelerating skills development and empowering guidance.
