Best Engineering Software for Cloud - Page 2

Compare the Top Engineering Software for Cloud as of September 2026 - Page 2

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    MKWork Manager

    MKWork Manager

    theManiaKs Engineering Workshop

    MKWork Manager is a cloud-based ERP/MES platform designed for CNC machining workshops and small-to-medium manufacturing companies. It combines production management, CNC machine monitoring, job tracking, quoting, cost calculation, material and tool management, and production analytics in one platform. Key features include: Production and work order management CNC machine monitoring through the MKWork CNC Agent Production time, downtime and machine utilization tracking Manufacturing quoting and real cost calculation Material and tool stock management NC/G-code viewer and CNC production tools Operator interface for shop-floor production tracking Manufacturing KPIs and analytics Multi-user and multi-company architecture MKWork Manager helps CNC workshops reduce manual data entry, improve production visibility, and understand the real cost and performance of their manufacturing operations.
    Starting Price: $50/month
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    Sapio Sciences

    Sapio Sciences

    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 marketโ€™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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    FactoryTalk Optix

    FactoryTalk Optix

    Rockwell Automation

    FactoryTalkยฎ Optixโ„ข 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 โ€“ 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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    Setfos

    Setfos

    Fluxim AG

    Setfos is advanced semiconductor device simulation software from Fluxim for modeling and optimizing OLEDs, organic and perovskite solar cells, photodetectors, and other thin-film optoelectronic devices. It combines electrical, optical, and electrothermal simulation in one platform. Setfos models charge injection, transport, trapping, recombination, exciton generation, light emission, optical interference, absorption, and light outcoupling. It calculates current-voltage characteristics, luminance, electroluminescence spectra, quantum efficiency, electric fields, carrier densities, optical generation profiles, reflection, transmission, and absorption. The software uses drift-diffusion semiconductor modeling and transfer-matrix optical simulation for multilayer structures. Setfos is used by academic and industrial researchers for device design, parameter studies, experimental interpretation, loss analysis, and optimization of OLEDs, solar cells, and other semiconductor devices.
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    MIMIC Simulator

    MIMIC Simulator

    Gambit Communications

    MIMIC Simulator creates a real world lab environment, with 100,000 devices, at a fraction of the cost of physical equipment. It provides an interactive hands-on lab for quality assurance, development, sales presentation, evaluation, deployment and training of enterprise management applications. Users create a customizable virtual environment populated with simulated IoT sensors and gateways, routers, hubs, switches, WiFi/WiMAX/LTE devices, probes, cable modems, servers and workstations. MIMIC Web Simulator creates a virtual lab with hundreds of simulated web servers. It allows you to easily develop and test. A Powerful Network Environment Simulator. For scalable, extensible and configurable testing, demo and development tools.
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    WEBICC

    WEBICC

    VIEWTECH SYSTEMS

    WEBICC SCADA is a web-based, multi-platform SCADA software for monitoring and automation of industrial processes. It supports standalone, remote, and cloud-based deployments and runs on Windows, Linux, and ARM platforms (including Raspberry Pi). WEBICC SCADA provides web HMI visualization using SVG graphics, data logging, alarm management, real-time and historical charts, and reporting, all accessible through any modern HTML5 web browser without client installation. WEBICC SCADA features a modern web HMI designer with on-the-fly configuration, allowing rapid development and easy customization of industrial dashboards. The platform is suitable for edge SCADA applications, supports distributed architectures, and enables secure remote access to industrial data. WEBICC is designed for system integrators seeking a flexible, lightweight, and cost-effective alternative to traditional SCADA systems, without vendor lock-in.
    Starting Price: โ‚ฌ403.9
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    Roomtodo

    Roomtodo

    Roomtodo

    Roomtodo is a browser-based floor planner and interior design platform for creating and visualizing residential and commercial spaces in 2D and 3D. It is suitable for homeowners, interior designers, renovators, furniture businesses, real estate professionals and anyone who wants to plan a space without learning complex CAD software. Users can draw detailed floor plans, including angled walls and walls with uneven thickness, or upload an existing floor plan as a reference. They can add doors and windows, arrange furniture and decorative objects, customize materials and finishes, and switch between 2D, 3D and first-person views. Roomtodo also supports realistic renders, 360-degree panoramas, PDF floor-plan export, 3D project export, custom GLB model uploads and online project sharing. The service works directly in a web browser, so no software installation is required.
    Starting Price: $5/month/user
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    Mingo

    Mingo

    Mingo Smart Factory

    Trusted by leading manufacturers, Mingo Smart Factory is an easy-to-use, fast to deploy OEE software that can be set up in less than 1 day. Collect data automatically and get insight into important manufacturing KPIs like OEE, cycle time, downtime, utilization, throughput, and many others with visuals like scoreboards, dashboards, and mobile app. Start small and as you grow, expand to a full manufacturing productivity platform. With Mingo, improve OEE and get insight into what's happening in the plant. Mingo Smart Factory is manufacturing productivity and analytics software that provides real-time visibility on the factory floor that helps reduce downtime, improve on-time delivery, and increase profitability of manufacturing companies. Mingo empowers manufacturers to start simple, think big, move fast, and easily grow from a single machine at one plant to thousands of machines across the globe with manufacturing productivity and analytics software.
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    3SL Cradle
    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. Cradleยฎ 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
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    EMQX

    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.
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    Starting Price: $0.18 per hour
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    Momentum IoT

    Momentum IoT

    Momentum IoT

    Momentum makes service businesses more profitable. Our cloud-based software platform, powered by a connected network of GPS hardware devices, gives you complete financial control and deep operational insight into your business. With Momentum, you never worry about time-consuming data entry or human error. Data collection is always accurate and automatic. That's why Momentum excels where other software fails. Drive more revenue and profit. All you have to do is get connected, Momentum will do the rest. The Connected Network of Momentum Devices: Vehicles, Equipment & Crews - The Eagle One: One GPS device for vehicles, trailers and heavy equipment. It's available with an OBD-II harness or 12V battery harness. - The Momentum Toolie: Bluetooth enabled location and activity tracker for light equipment and tools. - The CrewID: Privacy-first labor cost tracker that automatically captures and calculates all labor costs from the field without data entry.
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    Starting Price: $20 per device per month,
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    Prism PPM

    Prism PPM

    Prism PPM

    Prism PPM is the leading Project Portfolio Management (PPM) solution used by successful organizations to manage their projects strategically, mature their Project Management Office (PMO), and ensure alignment with high-level business objectives. Recognized by Gartner on their APMR Magic Quadrant. Spreadsheets and task management tools donโ€™t allow you to easily manage your entire project portfolio, drive greater benefit realization, or improve your processes. Prism PPM is built to help you do exactly that by empowering the PMO with tools for resource management, agentic AI analysis, and out of the box BI-enabled reports created specifically for PPM use cases. Align data and teams around the work that drives the most value. Gain visibility into every facet of your portfolio. Get the leverage to improve delivery outcomes. Risk less and realize more across your entire project portfolio with Prism PPM. Learn more and get a demo at our website.
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    Starting Price: $20/month/user
  • 13
    Houzz Pro
    Houzz Pro is the #1 construction management solution for residential contractors and designers. Get an all-in-one solution that spans the full customer lifecycle, including marketing, CRM, estimates, takeoffs, 3D floor plans, project management, selections, online invoicing & payments, QuickBooks integration, and a client portal. Start a free trial today to see why thousands of Pros trust Houzz Pro to grow & manage their business. Plans are available for all business sizes starting at $149/month.
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    Starting Price: $149 per month
  • 14
    BigTime

    BigTime

    BigTime Software

    BigTime is a top-rated online time and billing software for professional service firms. With BigTime, firms can take advantage of time and expense tracking tools, WIP management, billing and invoicing, task and workflow management tools, and more, in a single platform. Cloud-based with an intuitive interface, BigTime bundles industry best practices and operational know-how in a user-friendly application that runs on all desktop and mobile devices. From project creation to client payments, BigTime streamlines firm operations with intuitive budgeting, project management, and invoicing solutions that can be configured to automate even the most complex scenarios. BigTime also integrates with leading productivity apps such as QuickBooks, Lacerte, Slack, Salesforce, and Zapier.
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    Starting Price: $10.00/month/user
  • 15
    Sibe

    Sibe

    Sibe

    Sibe is a cloud-native CAD Document Management and 3D collaboration platform built to help small and medium-sized mechanical engineering teams, especially those using SolidWorks CAD software, manage, share, review, and control complex design data and workflows without traditional servers, VPNs, or heavy IT overhead. It delivers version control, check-in/check-out, revision and approval workflows, and file history tracking directly from a native SolidWorks add-in, letting engineers maintain concurrent design work and avoid accidental overwrites while keeping a clear audit trail of changes. Sibeโ€™s browser-based interface lets users and external stakeholders view, comment on, and annotate 3D models and 2D drawings from any device without installing CAD tools, and it supports secure external sharing with controlled access and unlimited free web visitors so partners can review designs without special software.
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    Starting Price: $42 per month
  • 16
    BQE CORE

    BQE CORE

    BQE Software

    Effortlessly provide principals, project managers, and entire staff with the information they need. Monitor KPIs like project performance, time and expense, and profitability on BQE CORE's powerful dashboard. Watch real-time status of tasks by phase, track progress, and compare budgeted hours and costs vs. actual so nothing falls through the cracks. Efficiently allocate resources with interactive Gantt charts and accurately forecast every time. Manage your new sales opportunities, activities, and performance through Core CRM, specifically built to address the needs of professional services. Discover how BQE CORE helps you focus on the essential parts of your practice while effectively managing client projects. Book your own personalized demo today!
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    Components Engine

    Components Engine

    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.
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    Starting Price: โ‚ฌ200/month
  • 18
    Labguru

    Labguru

    Cenevo

    Labguru is a secure, cloud-based Electronic Lab Notebook (ELN), LIMS and informatics platform which offers a complete solution for life science research and industry. It records and manages laboratory data and inventory, includes molecular biology tools and chemistry tools, enables automation of the lab, insight into lab data making labs run more efficiently. With Labguru, scientists can design experiments and workflows, capture structured and unstructured data, manage projects, and share their work. Customizable experiment templates, integration of protocols, SOPs, and other cutting-edge features help to increase data quality, streamline workflows and reduce costs. Labguru is available on desktops and mobile devices via the cloud. Labguru is part of Holtzbrinck Publishing Group and serves over 100,000 scientists worldwide from startups, universities, research institutes up to some of the largest pharma companies.
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    Plexxis Software

    Plexxis Software

    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 โ€œbolt-onsโ€ and no requirement to purchase outside systems. We simply deliver a high-efficiency workflow across all specialty subcontractorsโ€™ functions - simply.
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    Coohom

    Coohom

    Coohom

    Coohom is a leading global cloud-based, 3D design platform that provides all-in-one software and services to empower designers and businesses to design a professional project in minutes, and get photo-realistic 3D visualizations in seconds. With a presence spanning the United States, China, Korea, Thailand, Vietnam and Indonesia, Coohom's innovative solutions have garnered the trust of over 10 million customers from 200 countries. With the aim of facilitating the digital transformation of customers in the interior design, furniture & home decor, and Kitchen & Bath industry, Coohom provides a comprehensive suit of software encompassing design, rendering, marketing, production, and construction, helping to streamline their workflows and achieve success.
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    Starting Price: $0 per month
  • 21
    Lucidchart

    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.
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    Starting Price: $7.95/month/user
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    MATLAB

    MATLAB

    The MathWorks

    MATLABยฎ 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 youโ€™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. Thereโ€™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.
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    Encircle

    Encircle

    Encircle

    Encircle makes field documentation fast and easy for restoration contractors and property insurance claims professionals. Every claim is subject to interpretation and debate, which is frustrating for all parties involved. Encircle is the solution. Total transparency about a loss of property can only be achieved by capturing the facts at the source - the loss itself. Our mobile app is designed to be used at the source of a property loss - under any conditions - with minimal clicks and easy navigation. Capture photos, videos, notes, floor plans, moisture readings, drying logs, contents inventories, e-signatures and so much more - and package it all into a stellar report in just a few minutes.
    Starting Price: $250/month, unlimited users
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    Sweet Home 3D
    Sweet Home 3D is a free interior design application that helps you draw the plan of your house, arrange furniture on it and visit the results in 3D. Insert doors and windows in walls by dragging them in the plan, and let Sweet Home 3D compute their holes in walls. Add furniture to the plan from a searchable and extensible catalog organized by categories such as kitchen, living room, bedroom, bathroom. Change color, texture, size, thickness, location and orientation of furniture, walls, floors and ceilings. While designing the home in 2D, simultaneously view it in 3D from an aerial point of view, or navigate into it from a virtual visitor point of view. Create photorealistic images and videos with the ability to customize lights and control sunlight effect according to the time of day and geographic location. Extend the features of Sweet Home 3D with plug-ins programmed in Java, or by developing a derived version based on its Model View Controller architecture.
    Starting Price: Free
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    iGrafx Process360 Live
    iGrafx enables true business transformation by helping organizations continuously improve their processes. An integrated intelligence platform is critical for achieving continuous process improvement. Todayโ€™s complex processes involve multiple departments, systems, and stakeholders, making it hard to understand the entire process ecosystem. Without a holistic view, it can be difficult to assess whatโ€™s actually going wrong and which potential solutions are most effective. Unlock the power of process intelligence with the Process360 Live platform, bringing together process mining, design and simulation. Streamline processes, identify bottlenecks, and optimize workflows to get more done and create higher quality products with the same amount of resources. Keep volume, pace and quality stable while decreasing financial investment through process optimization and improved resource allocation.
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    BQR

    BQR

    BQR Reliability Engineering

    ๐—”๐—œ-๐—ฝ๐—ผ๐˜„๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐—ฎ๐—ป๐—ฑ ๐—ฝ๐—ฎ๐˜๐—ฒ๐—ป๐˜๐—ฒ๐—ฑ, ๐—•๐—ค๐—ฅโ€™๐˜€ ๐˜€๐—ผ๐—น๐˜‚๐˜๐—ถ๐—ผ๐—ป๐˜€ ๐—ฒ๐—ป๐—ต๐—ฎ๐—ป๐—ฐ๐—ฒ ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜ ๐—ฟ๐—ฒ๐—น๐—ถ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† ๐—ฎ๐—ป๐—ฑ ๐—ฟ๐—ฒ๐—ฑ๐˜‚๐—ฐ๐—ฒ ๐—ฐ๐—ผ๐˜€๐˜๐˜€. ๐—˜๐˜…๐—ฝ๐—น๐—ผ๐—ฟ๐—ฒ ๐—ผ๐˜‚๐—ฟ ๐˜€๐˜‚๐—ถ๐˜๐—ฒ ๐—ผ๐—ณ ๐Ÿฑ ๐—ฎ๐—ฑ๐˜ƒ๐—ฎ๐—ป๐—ฐ๐—ฒ๐—ฑ ๐—ฎ๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ฒ๐—น๐—ฒ๐—ฐ๐˜๐—ฟ๐—ผ๐—ป๐—ถ๐—ฐ ๐—ฑ๐—ฒ๐˜€๐—ถ๐—ด๐—ป ๐—ฎ๐—ป๐—ฎ๐—น๐˜†๐˜€๐—ถ๐˜€ ๐—ฎ๐—ป๐—ฑ ๐—ผ๐—ฝ๐˜๐—ถ๐—บ๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜๐—ผ๐—ผ๐—น๐˜€: ๐—ฆ๐˜†๐—ป๐˜๐—ต๐—ฒ๐—น๐˜†๐˜‡๐—ฒ๐—ฟ๐—ง๐— : streamlines PCB design with de-rating & MTBF prediction. ๐—–๐—ถ๐—ฟ๐—ฐ๐˜‚๐—ถ๐˜๐—›๐—ฎ๐˜„๐—ธ๐—ง๐— : verifies multi-PCB systems for errors & overstress. ๐—ณ๐—ถ๐—ซ๐˜๐—ฟ๐—ฒ๐˜€๐˜€ยฎ: predicts component lifespan with de-rating, thermal & stress analysis. ๐—–๐—”๐—ฅ๐—˜ยฎ: assesses reliability, availability, maintainability & safety. ๐—ฎ๐—ฝ๐—บ๐—ข๐—ฝ๐˜๐—ถ๐—บ๐—ถ๐˜‡๐—ฒ๐—ฟยฎ: optimizes maintenance & logistics.
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    Omi

    Omi

    Omi

    Omi is a Virtual Product Photography Studio. Brands use it to create photorealistic product photography at much lower costs and with more creative autonomy. Key use cases include eCommerce visuals, social content, Ad creatives, and seasonal campaigns. You can also turn your scenes into product videos in 15 minutes. Omi creates a 3D model (aka Digital Twin) of your products, which you use in the Virtual Studio to produce visuals. The Virtual Studio gives you full creative control. Stage unlimited scenes using 6,000 virtual props, adjustable lighting, hundreds of templates, and fully customizable branding. Scale your production by saving scenes as templates. Omiโ€™s product visuals help you: โ€ข Increase your ROI from ads โ€ข Drive up your social media engagement โ€ข Respond quickly to changing seasons and trends โ€ข Boost your SEO presence โ€ข Slash the cost of content creation
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    Starting Price: Free tier
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    Orbital Stack

    Orbital Stack

    Orbital Stack

    Orbital Stack is an AI and CFD web-based software thatย provides earlier qualitative guidance, comparingย a large number of design options while highlighting any potential wind and thermal comfort red flags. It allows for the realization of a variety of climate-conscious, high-performance developments not previously feasible due to cost and/or time constraints associated with traditional studies. Orbital Stack is the first digital climate-analysis tool built by global leaders in wind and microclimate engineering using real wind tunnel data. It is truly a game-changer for the architecture and building design sector, offering our clients direct access to wind comfort and safety analysis, thermal comfort and shadowing analysis, and cladding pressure simulations. This means architects can run their own wind simulations and quickly understand the climate impacts of their proposed building designs from the start, making decisions that result in higher performing and more resilient projects.
    Starting Price: $0
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    Blue EYE

    Blue EYE

    MRX Systems

    The MRX Systems software solution is a fully-integrated digital platform enabling aviation professionals to access real-time data and take control over their fleet and their operations. Blue EYE - designed for CAMO management, this module enables you to keep track of the maintenance status of your fleet (including scheduled and unscheduled maintenance, AD, SB), send work orders to maintenance centers and compile all history of parts, repairs, findings and related dirty fingerprints in one unique environment. Thanks to an intuitive dashboard, quickly get an overview of your fleet status and immediately be aware of any limitations or upcoming inspections. Easily update your AMP including publications (AD & SB). Navigate through your data in a few clicks with powerful filter options and optimized window views. Manage all your maintenance operations, request quotations, send work orders and receive CRS.
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    VSight Remote
    The leading industrial remote collaboration platform powered by Augmented Reality that allows frontline workers to connect and get real-time support from remote experts whenever needed. Typical use case scenarios are service, maintenance, commissioning, auditing, and training. Augmented Reality technology seamlessly allows remote teams to collaborate and share knowledge. VSight Remote is device agnostic and works with all mobile and desktop devices and smart glasses. Some of the key capabilities: - Annotation on live video streams - Collaboration on pdf manuals, and images - Visualization of 3D objects in a real work environment - Recording and archiving of sessions with all chat, shared documents, and user activity logs - Freeze live view and annotate on it Some of the benefits: - Eliminate unnecessary traveling and associated costs - Troubleshoot faster, reduce downtime and losses - Increase expert utilization rate - Build a knowledge base for training