Best Engineering Software for Cloud of 2026

Newforma

Newforma empowers over 4M professionals and 1,500 AECO firms worldwide by revolutionizing Project Information Management. We transform vast amounts of project data into a meticulously organized, easily accessible, and fully searchable resource—all from a single, centralized platform. From pre-construction to years after completion, Newforma ensures you have the critical information you need at every stage of your projects. With over 50 integrations with the industry's most widely used applications and two decades of expertise, Newforma is your trusted partner in elevating project delivery through unparalleled information management.

158 Ratings

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Interfacing Integrated Management System (IMS)

Interfacing Technologies Corporation

Interfacing’s Integrated Management System (IMS) is an AI-powered platform that unifies BPM, QMS, Document Control, and GRC into one platform. Organizations use IMS to model and automate processes, control documents, manage risks, and maintain regulatory compliance with full traceability and audit readiness. Built for highly regulated sectors such as aerospace, life sciences, finance, and government, IMS provides real-time visibility, automated workflows, and AI-driven insights that improve quality and reduce operational risk. The platform is ISO 27001 certified and fully validated for 21 CFR Part 11, making it suitable for mission-critical environments requiring strong governance, security, and control. IMS also includes low-code automation, process mining, audit management, training tracking, CAPA workflows, and dashboards to help teams streamline operations and continuously improve. AI strengthens governance, improves accuracy, and reinforces regulatory control.

71 Ratings

Starting Price: $10/month/user

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Epicor Connected Process Control

Epicor Software

Epicor Connected Process Control (CPC), formerly eFlex Systems, provides manufacturers a flexible, no-code/low-code MES solution. No programming or special skills required. Digital work instructions, with multi-media capabilities, along with the ability to integrate virtually any device with communication capabilities, provides 100% historical record of the product and the process. Providing data insight, from production reports, to part history, quality summary and more — address issues quickly, minimize waste and disruptions. Whether you start small in subassembly areas, an entire line, or apply enterprise wide - we work with manufacturers of all sizes and needs. Hosted on prem or in the cloud, you decide what's best for your operations.

4 Ratings

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HiveMQ

HiveMQ is the Industrial AI Platform helping enterprises move from connected devices to intelligent operations. Built on the MQTT standard and a distributed edge-to-cloud architecture, HiveMQ connects and governs industrial data in real time, enabling organizations to act with intelligence. With proven reliability, scalability, and interoperability, HiveMQ provides the foundation industrial companies need to operationalize AI, powering the next generation of intelligent industry. Global leaders including Audi, BMW, Eli Lilly, Liberty Global, Mercedes-Benz, and Siemens trust HiveMQ to run their most mission-critical operations.

77 Ratings

Starting Price: $0.34/hour

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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

91 Ratings

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SciSure

SciSure is dedicated to transforming laboratories worldwide with innovative digital solutions. We offer a comprehensive Digital Lab Platform (DLP), which integrates the Electronic Lab Notebook (ELN), Laboratory Information Management Systems (LIMS), machine learning, and AI. Our platform is designed to seamlessly integrate with your lab’s equipment and software, offering flexibility, security, and exceptional efficiency. By centralizing and optimizing all your research and process development workflows in a compliant environment, we empower researchers to focus on making ground-breaking discoveries. Our team of lab digitalization specialists is here to support you throughout your digitalization journey.  

298 Ratings

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Epsilon3

Epsilon3 is an AI-powered procedure and resource management tool designed for teams building, testing, and operating advanced products and systems. ✔ Standardize & Optimize Processes Our interoperable procedure execution system replaces inefficient checklists managed with paper, spreadsheets, docs, and outdated planning tools. Automatically track every step to ensure quality, consistency, and traceability. ✔ Fuel Rapid Iteration & Innovation Built-in version control, conditional workflows, and real-time data synchronization keep teams on the same page. Enable continuous improvement and quick, data-driven decisions to stay far ahead of the competition. ✔ Streamline & Scale Operations Securely integrate siloed systems and automate error-prone tasks to boost productivity and prevent delays. Simplify training, reduce costs, and maintain efficiency as your operations expand to meet demand. Trusted by industry leaders like NASA, Firefly Aerospace, and Commonwealth Fusion.

265 Ratings

Starting Price: $100/user/month

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The Asset Guardian EAM (TAG)

Verosoft Design Inc

Meet The Asset Guardian (TAG) Mobi – Now with mobiMentor AI to Maximize Wrench Time TAG Mobi is an AI-powered EAM solution for Microsoft Dynamics 365 Business Central, now enhanced with mobiMentor AI — an agentic AI ecosystem that gives maintenance experts more wrench time by automating admin tasks. Reduce downtime and operational risk with integrated, intelligent maintenance tools. • Asset Lifecycle Management – Maximize asset performance and extend lifespan • Preventive & Predictive Maintenance – Cut failures and unplanned downtime • Work Order Management – Dispatch, track, and complete tasks with ease • Advanced Reporting – Real-time KPIs via intuitive dashboards • IoT Monitoring – Get alerts before issues disrupt operations With AI-driven workflows, voice commands, and no-code automation, TAG Mobi keeps teams focused on maintenance—not paperwork.

22 Ratings

Starting Price: Free (2 power users)

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Altium Develop

Altium

Altium Develop is a multidisciplinary product creation platform that breaks down silos and empowers teams to design collaboratively without limits. Built on Altium Designer and Altium 365, it unifies electrical, mechanical, software, sourcing, and manufacturing teams in a shared environment. Every comment, change, and decision is captured in real time, giving collaborators visibility without the need for constant check-ins. The platform enhances project outcomes by aligning requirements, supply chain data, and design context in one ecosystem. Manufacturing engineers and suppliers can provide feedback early, avoiding costly rework and delays. By transforming collaboration into true co-creation, Altium Develop helps organizations innovate faster, smarter, and with greater alignment across disciplines.

1,355 Ratings

Starting Price: $995/year/author

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Plexxis Software

Plexxis serves subcontractors who seek tight team cohesion and high performance backed and fully supported by knowledgeable in-house services. Coupling cloud construction management software, on-premise and hosted solutions, we unite operations, estimating, accounting and field apps on a single technology stack that enables live feedback between bidding, field and finance. With more than 30 years of experience, our solutions have been uniquely shaped to serve subcontractors ONLY. As a result, we have a first-hand understanding that the communications between your systems, spreadsheets, and apps MUST be transparent... and that means moving PAST integration to create a seamless and efficient environment for projects management, accounting, estimating and production. With Plexxis, there are NO “bolt-ons” and no requirement to purchase outside systems. We simply deliver a high-efficiency workflow across all specialty subcontractors’ functions - simply.

12 Ratings

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dataPARC Historian

dataPARC

Get better performance from your time-series data with the dataPARC Historian, an enterprise-grade solution designed to elevate industrial data operations to new heights. The dataPARC Historian simplifies complex data sharing, ensuring seamless collaboration across departments with enhanced security and performance. Its compatibility with external AI, ML, and cloud applications via an open architecture increases adaptability and strategic insights. Experience rapid data access, enriched manufacturing intelligence, and a platform that grows with your business needs. dataPARC historian is the smart choice for enterprises aiming for the forefront of operational excellence. The dataPARC historian is more than a data historian; it's a gateway to unlocking greater flexibility and efficiency in leveraging your time-series data. It's crafted for those who demand reliability, speed, and intuitive use, making every data interaction impactful.

3 Ratings

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OrCAD X

Cadence Design Systems

OrCAD® X is a unified PCB design software platform that offers significant improvements in ease of use, performance, automation, data management, and collaboration. Our cloud-enabled product suite contains applications for schematic, simulation, and PCB layout. OrCAD X Capture is one of the most widely used schematic design solutions for the creation and documentation of electrical circuits. PSpice® is our virtual SPICE simulation environment integrated within Capture that allows you to prototype your designs using the industry-leading, native analog, mixed-signal, and advanced analysis engines to deliver a complete circuit simulation and verification solution. Our two PCB layout environments, OrCAD X PCB Editor and OrCAD X Presto, allow designers to easily collaborate between ECAD/MCAD teams and build better PCBs faster. OrCAD X Presto is a new user-friendly option offering a simpler interface for quick-turn PCB design.

2 Ratings

Starting Price: $107 USD/month

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OmnibusX

OmnibusX Company Limited

In the world of biological data science, navigating vast and complex datasets can be a daunting task. Our software toolkit is designed to empower you by accelerating analysis, promoting accessibility, and providing comprehensive visualization tools to help you make sense of these intricate biological datasets. Our platform is built with data accessibility at its core. With just a few clicks, you can gain seamless access to extensive, high-dimensional biological datasets, including bulk RNA-seq, single-cell RNA-seq, scATAC-seq, spatial RNA-seq, and metagenome-seq. This allows you to focus less on data wrangling and more on analysis and discovery. Our integrated standard processing pipeline includes the latest tools for standard data processing. From normalization and batch correction to PCA, t-SNE, UMAP, clustering, cell type prediction, TCR/BCR, genome browser, and beyond, our pipeline is designed to streamline your workflow and provide you with reliable, reproducible results.

1 Rating

Starting Price: $45/month/user

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FactoryTalk Optix

Rockwell Automation

FactoryTalk® Optix™ is a new visualization platform that accelerates value delivery with modern technologies, innovative designs and scalable deployment options. FactoryTalk Optix can help improve your process, efficiency and deliverables – in one easy to access tool. Take advantage of new levels of collaboration, scalability and interoperability to achieve your HMI vision. New SaaS-enabled workflows will enable your team to collaborate any time, from anywhere, thanks to built-in change tracking and versioning that automatically keeps track of who did what and when. Harness the cloud and become more agile by deploying quickly and scaling based on demand. Use the increased efficiency to beat competitors to market, get to profit faster and improve return on investment. Transform the way you collaborate! The cloud makes it easier for suppliers, employees and customers to collaborate from anywhere in the world.

Starting Price: $650

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Sapio Sciences

Sapio Sciences delivers the Sapio Platform, an agentic AI lab informatics platform that makes life in the lab easier and more productive for scientists. The unified, configurable, low code and scalable environment brings together Sapio LIMS, the market’s most advanced and flexible LIMS for automating research, diagnostics and manufacturing, Sapio ELaiN, the third generation AI lab notebook and scientific co scientist, and Sapio Scientific Data Cloud, the scientific data unification solution with built in organization, search, charting, tools and AI. Biopharma R&D, biotech, CRO and clinical diagnostics organizations use Sapio to run complex workflows and keep samples, experiments and data connected in one place instead of juggling disconnected systems.

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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.

59 Ratings

Starting Price: $0.18 per hour

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Components Engine

The interactive parts catalogs are an essential tool for companies with an outstanding aftersales management. The catalogs created through Components Engine can be published over the web, offline and in PDF. The 3D parts catalog is the new frontier of the spare parts management. Components Engine allows you to create intuitive, user-friendly and interactive 3D parts catalogs. Components Engine Claims is the new feature to handle claims under warranty completely embedded in the online parts catalog. It enables you to obtain a clear and seamless process to improve your efficiency and customer satisfaction. Components Engine offers its wide experience to create interactive parts catalogs and in PDF, web portal to handle aftersales services and web solutions to store technical documentation online.

19 Ratings

Starting Price: €200/month

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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.

10 Ratings

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BQR

BQR Reliability Engineering

𝗔𝗜-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝗮𝗻𝗱 𝗽𝗮𝘁𝗲𝗻𝘁𝗲𝗱, 𝗕𝗤𝗥’𝘀 𝘀𝗼𝗹𝘂𝘁𝗶𝗼𝗻𝘀 𝗲𝗻𝗵𝗮𝗻𝗰𝗲 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝗿𝗲𝗹𝗶𝗮𝗯𝗶𝗹𝗶𝘁𝘆 𝗮𝗻𝗱 𝗿𝗲𝗱𝘂𝗰𝗲 𝗰𝗼𝘀𝘁𝘀. 𝗘𝘅𝗽𝗹𝗼𝗿𝗲 𝗼𝘂𝗿 𝘀𝘂𝗶𝘁𝗲 𝗼𝗳 𝟱 𝗮𝗱𝘃𝗮𝗻𝗰𝗲𝗱 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗲𝗹𝗲𝗰𝘁𝗿𝗼𝗻𝗶𝗰 𝗱𝗲𝘀𝗶𝗴𝗻 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝗮𝗻𝗱 𝗼𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻 𝘁𝗼𝗼𝗹𝘀: 𝗦𝘆𝗻𝘁𝗵𝗲𝗹𝘆𝘇𝗲𝗿𝗧𝗠: streamlines PCB design with de-rating & MTBF prediction. 𝗖𝗶𝗿𝗰𝘂𝗶𝘁𝗛𝗮𝘄𝗸𝗧𝗠: verifies multi-PCB systems for errors & overstress. 𝗳𝗶𝗫𝘁𝗿𝗲𝘀𝘀®: predicts component lifespan with de-rating, thermal & stress analysis. 𝗖𝗔𝗥𝗘®: assesses reliability, availability, maintainability & safety. 𝗮𝗽𝗺𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗲𝗿®: optimizes maintenance & logistics.

6 Ratings

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Coreflux

Coreflux: A next-gen IoT platform emphasizing seamless integration, scalability, and security. At its core: MQTT Broker: The platform's backbone, facilitating real-time data management and communication between diverse devices, irrespective of protocols or manufacturers. Flux DSL: A proprietary domain-specific language enabling users to craft event-driven workflows, orchestrating sophisticated IoT scenarios. Asset Management (Flux Assets): Manages a wide array of IoT assets, from sensors to databases, ensuring optimal configuration and performance. Orchestration: Coreflux's built-in tools ensure precise orchestration of devices and workflows, optimizing operations and automations. Designed for IoT enthusiasts, developers, and enterprises, Coreflux adapts to varied needs, from managing a few devices to networks in the thousands.

2 Ratings

Starting Price: €0

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ideCAD One AEC

ideYAPI

ideCAD One AEC is an Integrated multidisciplinary BIM Software for Architecture, Structural Engineering, and Detailing with Building Information Modeling (BIM). The Integrated Package provides Structural Engineers, Architects, and detailers with Integrated BIM, AEC, and CAD tools that support projects from early-stage design to construction. Create high-quality, high-performing Architectural and structural design with integrated design tools. Optimize projects with integrated Structural analysis, Steel design, Concrete design, Connection design, visualization, and simulation tools. Improve predictability in the field with integrated tools that maximize constructability and project coordination. Accelerate design processes and improve quality with integrated workflows for integrated design, modeling, multidiscipline coordination, and construction documentation.

1 Rating

Starting Price: $3,800 per year

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Simcenter Amesim

Siemens

Simcenter Amesim is a leading integrated, scalable mechatronic system simulation platform that allows design engineers to virtually assess and optimize the systems’ performance. This will boost overall systems engineering productivity from the early development stages until the final performance validation and controls calibration. It allows its users to focus on engineering, deliver accurate and actionable results, develop scalable models supporting the entire development cycle, improve collaboration and integrate system performance with other engineering disciplines. Simcenter Amesim is part of the Siemens Xcelerator portfolio, the comprehensive and integrated portfolio of software and services from Siemens Digital Industries Software.

2 Ratings

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AvPro Software

Decision Software Systems

AvPro Software is comprehensive and easy-to-use. It's perfect for Aircraft MRO, Certified Repair Station (CRS), Aircraft Operators, and parts brokers. You can track Aircraft Parts I(nventory, Work Orders, and much more. Modular in nature and specifically designed for aircraft maintenance professionals and all types of repair stations. Key modules include barcoded inventory, component maintenance/inspection/SB/AD tracking, parts sales and flexible customer invoicing, work orders, and full GAAP accounting. AvPro allows for custom forms to match your forms manual and also features popular FAA/EASA forms (8130/377, etc.).

Starting Price: $89/month/user

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Cumulocity

Cumulocity GmbH

Cumulocity offers an enterprise-grade AIoT platform that connects & manages assets efficiently, transforms raw device data into AI-ready data, and orchestrates innovation from cloud to edge, combined with a team of experts and a large ecosystem of device, technology, and implementation partners to achieve lasting customer success. Cumulocity is the preferred choice for industrial equipment makers to develop high-value digital services and is trusted by leading companies worldwide as their partner, knowing they have access to the software and services needed to power their smart connected products in manufacturing, fleet management, consumer electronics, and more.

Starting Price: $215

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Archicad

Graphisoft

Graphisoft Archicad - Design and deliver great buildings. Design: Unleash your creativity with the leading BIM software developed by architects like you. Focus on what you do best — designing great architecture — thanks to powerful algorithmic design tools and large model support. Visualize: Archicad’s professional architectural visualization tools translate your conceptual designs into compelling imagery of future buildings. Bring your models to life, inspire the audience, and invite stakeholders to engage with your designs. Collaborate: Work with your team and other disciplines around the corner or around the world on projects of any size and complexity. Open standards and workflows mean collaboration is guaranteed — regardless of what software other team members are using. Document: Complete, out-of-the-box documentation tools combined with a powerful publishing workflow that complies with local BIM requirements means you can focus on your designs, not the paperwork.

Starting Price: $225/month

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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

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Litmus Edge

Litmus

Litmus Edge is a hardware‑agnostic industrial data platform deployed at the edge to connect to virtually any industrial asset. Using a large library of pre‑built drivers, it rapidly ingests data from PLCs, SCADA, MES, historians and sensors, then normalizes and contextualizes that data for analytics and control. The platform delivers real‑time KPIs and dashboards at the edge, supports running analytics and machine‑learning models close to the machines, and publishes ready‑to‑use data to cloud, big‑data and business applications. This gives manufacturers a scalable foundation for smart manufacturing and Industrial IoT programs. Designed for engineers modernizing OT systems: - 250+ drivers - MQTT/Kafka/REST ingestion - Data modeling + transformations - Edge ML/SLM runtime - Container support - Secure cloud connectors - Fleet management

Starting Price: 15000/5k data points/site

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IOhub

EZ VPN

Build Industry 4.0 applications with a simple and intuitive interface powered by Docker. In just minutes, through preconfigured applications, IOhubTM allows you to connect to your PLC and build customized dashboards, export data to the cloud or on-premise, write data from the ERP and the PLC, set notifications, and much more. You also have the freedom to deploy your own software and application packaged in a Docker container. Coding is time-consuming and a great source of possible mistakes and consequent fixes. This is why we have created IOhubTM, an open platform that doesn’t require you to write a single line of code. Just build your application from preconfigured Docker container blocks that we have built for you. You have endless possibilities on how to manage your data. IOhubTM IIoT service comes preconfigured with selected EZ VPNTM hardware with no need to pay an additional monthly or yearly license. All IOhubTM services are available to you for the life of the device.

Starting Price: $395

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FlytBase

FlytBase is an enterprise-grade drone autonomy platform to fully automate aerial data collection workflows. With little to no human intervention, users can conduct scheduled and repeatable BVLOS drone flights using docking stations, all controlled from their remote command centers. By enabling apps and integrations and ensuring the highest data security standards, reliability, and scalability, the FlytBase platform lets users seamlessly integrate autonomous drones into enterprise workflows.

Starting Price: $0/user

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Cogent DataHub

Skkynet

There is a growing need to securely operate on and utilize industrial data in every industry vertical. Skkynet's Cogent DataHub provides a secure-by-design industrial data operations platform that connects to, provides inline protocol conversion for, aggregates, contextualizes, edge processes, integrates with AI models, visualizes and securely streams industrial data to where ever it is needed - in OT, IT, or the cloud. Powered by patented technology and supported by decades of industrial expertise, Skkynet’s proven software is trusted by over 2,200 customers across more than 30,000 installations in 86 countries.

Starting Price: $495/month - unlimited data

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Best Engineering Software for Cloud

Compare the Top Engineering Software for Cloud as of April 2026

What is Engineering Software for Cloud?

Newforma

Interfacing Integrated Management System (IMS)

Epicor Connected Process Control

HiveMQ

Innoslate

SciSure

Epsilon3

The Asset Guardian EAM (TAG)

Altium Develop

Plexxis Software

dataPARC Historian

OrCAD X

OmnibusX

FactoryTalk Optix

Sapio Sciences

EMQX

Components Engine

MATLAB

BQR

Coreflux

ideCAD One AEC

Simcenter Amesim

AvPro Software

Cumulocity

Archicad

PDF Conversion SDK

Litmus Edge

IOhub

FlytBase

Cogent DataHub

Best Engineering Software for Cloud

Compare the Top Engineering Software for Cloud as of April 2026

What is Engineering Software for Cloud?

Newforma

Interfacing Integrated Management System (IMS)

Epicor Connected Process Control

HiveMQ

Innoslate

SciSure

Epsilon3

The Asset Guardian EAM (TAG)

Altium Develop

Plexxis Software

dataPARC Historian

OrCAD X

OmnibusX

FactoryTalk Optix

Sapio Sciences

EMQX

Components Engine

MATLAB

BQR

Coreflux

ideCAD One AEC

Simcenter Amesim

AvPro Software

Cumulocity

Archicad

PDF Conversion SDK

Litmus Edge

IOhub

FlytBase

Cogent DataHub

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