Alternatives to Azure Digital Twins

There are billions upon billions of devices in homes and factories, as well as oil wells, hospitals, automobiles, and many other places. You will need to find solutions to connect these devices and store, analyze, and store device data. AWS offers a wide range of IoT services from the edge to cloud. AWS IoT is a cloud vendor that combines data management and rich analytics in simple to use services for noisy IoT data. AWS IoT provides services for all layers security, including encryption and access control to device information. It also offers a service that continuously monitors and audits configurations. AWS combines AI and IoT to make devices smarter. Cloud-based models can be created and deployed to devices 2x faster than other offerings.

DigitalClone®, for Engineering is the only software that integrates multiple scales of analysis into a single package. It is the world's best gearbox reliability prediction tool. DC-E, in addition to the modeling and analysis capabilities at the level of the gearbox and the gear/bearing, is the only software that models fatigue life using detailed, physics-based models (US Patent 10474772B2). DC-E allows the construction of a digital twin of a gearbox. This includes all stages of the asset's lifecycle, from design and manufacturing optimization to supplier selection to failure root cause analysis to condition based maintenance and prognostics. This computational environment reduces the time and cost of bringing new designs to market and maintaining them over time.

Machine learning and advanced analytics can be used to reduce operational risks and costs. Digital twins are an integral part of digital transformation. They can create a precise virtual replica of physical assets and objects to increase productivity, streamline operations, and increase profits. Digital Twin is a software representation or a system of physical assets, systems, or processes that can be used to detect, prevent and predict, optimize, and maximize business value through real-time analytics. GE Digital is focused on three core areas: Asset and Network. As a strategy to improve system performance, monitor, simulate, and control assets, processes, or networks. Reduce asset- and process-related incidents to protect employees' health and safety and avoid unplanned downtime.

The Akselos Cloud platform provides a complete Digital Twin framework through the cloud. It offers an end-to-end solution that automates asset condition updates and asset loads, as well as clear dashboards that show current asset integrity.

Plug and play a variety of emerging and existing technologies into the IBSS Digital Twin. We empower you to choose the best-in-class sensors, systems and apps that fit your needs and work style through open APIs, pre-built connections, and interoperable protocols. You can make your own decisions and avoid vendor lock-in. IBSS unifies all spatial and static data into a single digital twin that is secure and centralised. IBSS twin offers apps, workflows and analytics that will help you do your best work. You can create healthier, more inclusive, and more environmentally-friendly buildings. The IBSS platform can help achieve your ESG goals, whether it's carbon reporting or energy efficiency, water quality, waste management, water quality, or carbon reporting. Each building is unique, but IBSS allows modular systems to be deployed quickly and at scale.

Bosch IoT Suite allows you to create abstract representations of real world assets and devices in the cloud. These digital twins have all the same capabilities and features as their physical counterparts. They allow you to keep the digital and real worlds in sync by storing and updating data, properties, relationships, and providing notifications about all changes.

How much safer, more efficient, and more comfortable could buildings be if they had a 'brain? Neuron is an artificial intelligence platform that answers this question. It uses artificial intelligence to make cities, districts, and buildings safer, more sustainable, and more enjoyable places to live, work, and play. Neuron is an app that combines our knowledge of the built environment with new digital technologies into one platform. It uses 5G and Internet of Things to collect real-time sense data from equipment and systems. It uses Building Information Modelling to display complex data sets through a cloud-based and central management console. Neuron's brain uses artificial intelligence and machine-learning to optimize, automate and analyze operations. Digital twins help to connect the digital and physical worlds. As technologists and consultants, our service is to create a twin that links disparate information sources.

An analytics-driven, simulation based digital twin is a connected virtual replica of an in service physical asset. It takes the form of an integrated multidomain simulation that simulates the asset's life and experience. Hybrid twins are a way to optimize industrial asset management and system design, optimization, and predictive maintenance. Ansys Twin Builder can help you increase top-line revenue, reduce costs, and maintain a competitive edge. Ansys Twin Maker allows you to quickly create a digital replica of an existing asset. This allows for better lifecycle management and predictive maintenance, which can help you maintain a competitive edge.

MapleSim can be used to create digital twins for virtual commissioning and system-level models for complex engineering designs projects. It is an advanced modeling tool that allows you to reduce development time, lower costs, diagnose real-world performance issues, and reduce development time. You can eliminate vibrations using better control code and not hardware upgrades. With detailed simulation results, diagnose root-cause performance issues. Validate new designs before they are physically prototyped. MapleSim is an advanced system-level simulation and modeling tool that uses modern techniques to significantly reduce model development time, provide more insight into system behavior and produce high-fidelity simulations.

Geminai, YN3D’s platform, delivers the most photorealistic Digital Twin to improve how all stakeholders manage and service physical assets. Geminai allows users to centralize and visualize information in a realistic visual environment by connecting the asset's data and visualizing it via reality models. A True photorealistic representation of your assets will provide the best insights that can be obtained to boost productivity and safety. It will also reduce costs throughout the asset's lifetime and allow all stakeholders make better decisions. Viewing assets in 3D models with the highest fidelity and not just 2D documents will eliminate interpretation errors and improve stakeholder cooperation.

Intosite™, a cloud-based 2D/3D/panoramic representation of a production facility in its geographic context, allows you to create them. This allows you to navigate the facility in an easy and familiar manner, providing easy access to any IT system information. Intosite allows you to take a virtual tour of your facility using rich visualization techniques. You can also click on visual tags that are connected with PLM or other IT sources to access relevant information. Navigate, access, and visualize the most current manufacturing information from wherever your production facilities are located using the digital twin. Access geographical-based manufacturing information now at your fingertips. Intosite allows you to create cloud-based digital twins for factory floors. Navigate digital twins of production facilities.

ScaleOut Digital Twin Streaming Service™ Easily create and deploy real-time twins for streaming analytics Connect with many data sources with Azure & AWS IoT Hubs, Kafka, etc. Maximize situational awareness through live, aggregate analytics. A breakthrough cloud service that simultaneously tracks telemetry across millions of data sources, with "real-time digital twins" -- enabling deep, immediate introspection and state-tracking for thousands of devices. The powerful UI makes deployment easy and displays aggregate analytics in real-time to maximize situational awareness. Ideal for a wide variety of applications, including the Internet of Things, real-time intelligent monitoring and logistics, financial services, and financial services. Simple pricing makes it easy to get started. The ScaleOut Digital Twin Builder software and ScaleOut Digital Twin Streaming Service enable the next generation of stream processing.

DarkStax™, a platform that is flexible and extensible, allows users to create digital twins for military, industrial or enterprise systems. It allows the integration of virtualization-based, operational data-derived and customer-defined models into a scalable, system-of-systems-representative environment in cloud/on premises computational infrastructure. DarkStax™, enables cyber-physical systems modeling and cyber wargame simulation over digital twins. DarkStax™, enables the creation of digital models or their incorporation to track a system throughout its entire life cycle. DarkStax™, a platform for integrating and evaluating emerging technologies and business model, provides a cost effective environment. DarkStax engine improves data quality and analytics insights. It also accelerates processes. It supports automated, method-oriented methodology that is used by data and analytics teams. It offers a variety of visualization web services.

UrsaLeo is a 3D immersive platform that combines digital twin technology and historical data from IoT streams. It also offers document management, maintenance, and other enterprise system options.

Seebo helps process manufacturers predict and prevent unanticipated process inefficiencies that continuously reduce production yield and quality. The company's solutions enable production teams to identify their most difficult losses and predict when they will occur next. Seebo solutions are used by manufacturers in many industries, including Nestle, Procter & Gamble and Hovis, Super Bock and Allnex. The Seebo digital twin is used by production teams on a daily basis to transform actionable, accurate predictive insights into timely actions that drive continuous improvement in throughput.

Ayla is truly agnostic and supports device connectivity across common transport protocols, connectivity pathways, and cloud infrastructure platforms. Ayla's vast array of agents can seamlessly integrate with HTTPS, MQTT and CoAP. They are pre-built for embedded solutions, gateways and Android, Linux, BLE/phone, and cloud integrations. Ayla's Virtualization Engine allows for a robust digital twin of the physical device, which lays the foundations for device management at IoT scale. Ayla's Device Management offers full support for connected products through their entire lifecycle. It includes battle-tested features such as rules engine, firmware OTA update, data policies, and many more. Ayla's application support can help you extract strong business value from your data using a variety of methods. A Web Framework and Mobile Platform SDK allow for rapid development of mobile and business applications. You can also get customer care, field service, and asset tracking.

It can be difficult to find the right data for digital twins if it is not in compatible formats or comes from different vendors. It shouldn't take long to create, visualize, and analyze digital twins. We are engineers who love solving problems. Our software has helped solve some of most difficult engineering challenges in infrastructure. Combine engineering data, reality, and IoT. You can create an immersive experience in 3D/4D. Get a better understanding of infrastructure assets. Make a difference by unlocking the potential of digital data. Give your business the digital capabilities you need to succeed. A digital twin is a digital representation or process of a physical asset, system, or process that allows us to model and understand its performance. Digital twins are constantly updated with data from multiple sources, which makes them different than static 3D models.

HAULSIM connects fleet assets, mining operations plans and people to create a 'digital twin of any mining operation - underground or open pit - that accurately represents any mine site haulage operations. HAULSIM, which has a 3-D Discrete Event Simulation engine (DES) at its core, is the only mining simulator software that can quantify changes as the models reflect all aspects of a mine site, including variability, interactions, and dependencies. Real data can be used to make decisions about a mine haulage system. This allows the user to test multiple 'whys' and 'what if' scenarios in order to reduce operating costs, optimise performance, and ensure operational safety and efficiency.

Now, organizations are challenged to find technology that provides more than just visibility. They need solutions designed to increase agility, transparency, and innovation throughout the entire supply chain. ParkourSC's digital supply chain platform provides extensible digital twins and predictive insight. It also offers operator dashboards, automation of processes, and collaboration between enterprises. This allows organizations to harness the ecosystem power for increased resilience. Digital twins help you to prevent waste and ensure timely delivery. You can gain insight into assets and inventory throughout the entire supply chain, including manufacturing, warehousing and logistics, distribution and even the last mile. You can use different operational rules to fit any aspect of your business once you digitize your supply chains. Digital twins are a digital representation of your entire supply chain.

You can create digital-twins from your devices and connect them with Edge One™, SmartPlug™, PicoPlug™ or our MQTT/REST libraries in minutes. Remotely configure, manage, and update all of your devices. Send edge data to CloudPlugs IoT and any IoT cloud. You can develop your edge IIoT applications using any language. With powerful cloud visual designers and edge visualizations, you can quickly create dashboards and HMIs. CloudPlugs IoT makes it easy to deploy applications, containers, and updates for thousands upon thousands of devices. Easy ingest, process, and analyze edge data. Automate and optimize operations. You can manage the lifecycle of all your devices, applications and data from one central management console. Our customers have been able to connect legacy DCS systems, create data lakes, and implement predictive maintenance, asset tracking, and materials aging solutions in power plant plants. We integrate end-to-end building management and energy management.

With a digital twin, you can reimagine your space. An intuitive software solution allows users to create, edit, and collaborate on 3D replicas real-life environments. Explore your 3D-scanned space with freeview, third-person, and vehicles. You can extract 3D sections from your space and reorganize it in real-time. Contextual annotations make your information more actionable. Use industry standards to import and place 3D or CAD models. Quick measurements (line, surface and volume) can be taken on the spot. This will allow your collaborators to view and understand the project environment from any location, at any time. Prevu3D software solutions leverage the benefits of 3D scanning technologies by providing an intuitive but powerful solution to visualize digital twins and manage them. This will help engineers, project managers and decision-makers better manage manufacturing and production facilities.

The city of tomorrow will need sophisticated data visualization and controls to analyze data streams and operate, monitor and control systems. It also needs to protect the environment, city infrastructure, investments, and most importantly, the citizens. The key to creating the improved experience cities desire is to create a digital twin that allows city managers and department heads to see and respond in real time. This advanced smart city data visualization platform and control platform can help governments, city planners, and department heads reduce infrastructure costs and meet service requirements. The platform allows city infrastructure (i.e. The platform allows city infrastructure (i.e. street lights, cameras and transportation) to be proactive managed and controlled by using the Digital Twin software tools. This allows for minimal staffing and maximizes the interaction between systems.

It is not worth your time to troubleshoot after implementation. You can create testing models and test them in a virtual environment within SOLIDWORKS or Autodesk Inventor. You can make changes quickly and get the timing and kinetic sequences right without spending hours on a physical prototype. You can combine your CAD data with real control system logic to create Dynamic Digital Twins. Then view and verify the system's operation. Once you have created and perfected your twin you can use it to train your employees without disrupting your business operations. Reduce the time required to test incremental changes. Thorough logic sequence verification.

Low-code desktop application for creating enterprise scale visualizations. Complex assets and systems can be reviewed without losing performance by preserving essential metadata and deep assembly tree structure. Complex CAD models can easily be imported in just three minutes. The scene can be fully animated and detailed in three hours. A full digital twin of the scene is available in three days. You can't fail to deliver more ambitious projects at a lower cost and with less risk if you fail to act quickly. You can safely explore more innovative ideas while involving a wider range of experts. A scene can include both structured and unstructured data formats such as CAD and BIM, point clouds, IoT, and MES outputs. This creates rich virtual models of real-world scenarios and allows for contextual digital twins.

SmartWorldPro makes data analysis, visualization, query, and analysis simple and enjoyable for professionals who manage large-scale, complex building projects. All data and systems, including design, parcel information and legal, financial, leasing, lease, work orders, energy maintenance, security, and transaction records, can be viewed in one place. Simplified data surfacing. SmartWorldPro gives users access to more than one billion geo-tagged urban context layers. This includes open city data, paid services and IoT data. Annotation tools enable users to quickly and easily tag objects in a model using information from a variety sources. It is easy to identify different objects and create custom reports using icons. SmartWorldPro is here to help. To create custom render scenes, users can choose from a variety visualization tools including color palettes and preset objects.

Secure is a platform that offers landlords and property managers the ability to make informed decisions using real-time data. Secure, with a focus on Data Analytics and Digital Twin, collects, manages and delivers extensive and diverse data in an easy to use format. Secure reports on data aggregated from disparate systems in your building, providing insights such as energy consumption and occupancy. Secure digital twin is a 3D replica of the building. It provides facility managers with complete remote visibility. It improves operational performance and increases efficiencies. Secure helps you manage your journey towards net-zero emissions by using smart technology. It provides a holistic view of your properties, and manages your energy consumption.

Honeywell Forge, an analytics software solution, provides real-time data as well as visual intelligence. Connectivity is built on an extensible platform that can be deployed in any cloud or data centre environment. It gives an enterprise-wide view that shows the status of people, assets, and safety. Honeywell Forge can be customized to fit a specific role within an organization. It uses digital twins to compare performance against best practices models and identify opportunities. To get more information about the opportunity, users can drill down from the enterprise view to site to unit. You can then make actionable recommendations to solve problems and reap the benefits.

Hayden AI's sensors and software are used by the world's most innovative cities to improve their urban mobility and quality-of-life. Technology-first approach to traffic flow and road safety. Our AI-powered perception systems and citizen app can transform public and private vehicles into street sensors. By combining mobile sensors with citizen-driven information, you can create a real-time digital twin for the city. Accessible digital tools enable stakeholder and community participation. Hayden AI helps cities create safer, more efficient traffic flows. It also addresses the real issues of fair mobility. Find open positions and solve complex AI problems. Hayden AI's patent-pending suite of perception systems for city fleets can automate complex processes and improve public service. Clear congestion to improve traffic flow and road safety.

We have created a platform that makes buildings transparent and more sustainable, reduces energy consumption, CO2 emissions, regulates them as required with artificial intelligence, and makes them more transparent and durable. The aedifion cloud platform, combined with the digital twin of your building creates the best data base for a variety of use cases. Accessible via web frontend and app. Our platform, which is rich in external data, identifies optimization opportunities that can be realized immediately. Using aedifion you can rely on engineering knowledge and artificial intelligence to make buildings greener, transparent, more valuable, and more integratible. It's easy to connect to all trades in the technical building equipment as well as high-performance data provision. Digital operational optimization via automated analysis and reporting with the aid of artificial intelligence.

UTwin helps building owners and asset managers manage data in a more intelligent and collaborative way, thanks to digital twins. UTwin provides a unique platform for accessing the data world of a building in a centralized manner. It allows building owners and property management to make data-driven decisions that reduce costs, improve operations, and mitigate risks. Real-time data and an easy-to-use visualization environment enable 360deg building awareness. Utilizing historical data and predictive analytics, you can track and reduce operational, economic, and environmental costs. Real-time reporting allows you to adhere to government requirements on a secure platform. We educate people about their energy consumption in a building. This is the first step to implementing sustainability. We are able to spread innovation in the realty industry by allowing smart, remote and safe building control using real-time data.

WillowTwin™, a powerful software platform, was developed with deep knowledge of the real estate and infrastructure industry. It allows users to take proactive, data-driven decisions in real time to reduce expenses, increase profits, and better manage risks. Digital twins are a way to organize, store, and access data from real estate and infrastructure networks. WillowTwin™ makes data that was once hidden in proprietary systems accessible and understandable to users and owners of the built environment. This creates significant value for asset managers, asset owners, and occupiers. All spatial, static, as well as live system data are reported through a central and secure platform. Microsoft Azure backs data with a cloud-hosted and enterprise-grade repository. WillowTwin™, which is applicable to all asset types, has industry-specific features and requirements that can be used to support any project.

Data Driven Digital Twin toolset that allows you to Visualize, Monitor, Optimize and Optimize your operation in Real Time using machine learning and artificial intelligence. Control your SKU, Resource, Automation, Equipment, and Other Costs. Digital Twin Shadow Technology - Real-Time Visibility & Traceability Digital Twin Studio®, Open Architecture allows it to interact with a variety of RTLS/data systems - RFID BarCode, GPS PLC, WMS EMR ERP, MRP, and RTLS systems. Digital Twin with AI/Machine Learning - Predictive Analytics, Dynamic Scheduling Predictive analytics in real-time deliver insights via notifications when issues occur before they happen with state-of-the art Digital Twin Technology Digital Twin Replay – View past events and set up active alerts. Digital Twin Studio allows you to replay and animate past events in VR, 3D, and 2D. Digital Twin Live Real-Time Data - Dynamic Dashboards. A drag and drop dashboard builder that allows for unlimited layout possibilities.

BIM Classify, built on our digital twin platform Twinit.io can be the foundation of your digital Twin. BIM Classify, our cloud-based collaborative software, has authoring tool plug ins that help modelers classify and accurately classify their model content. You can create and manage the classification systems that you need. As needed, create equivalencies between classification systems. Use plug-ins to BIM authoring tools to make recommendations. Your entire team should be able to consistently classify elements so that you know what's in your models. BIM can be used to improve workflows such as planning, estimating, and producing digital twins. Administrators can set up classification systems, mapping rules and equivalences using the BIM Classify web application. The BIM Classify Revit plugin is used by modelers to accurately and consistently classify their model content. BIM data users can use the data to make estimates, quantity takeoffs, asset and other management decisions.

Our team of specialists will help you create a digital replica of your facility if you want to take advantage of the power of a digital Twin. This replica will provide real-time information including worker locations, equipment status and facility data. This is your virtual command centre. This twin shows how the individual parts work together to create a complete asset. This allows you not only to confirm the durability and useability of individual components, but also to explore the entire system in detail. Similar to the Production Twin this type of digital twin lets you analyze the performance of your processes and maximize your facilities. To monitor real-time data and maximize productivity, create a model of your production process.

SyncTech's innovative solutions streamline business processes and boost efficiency in the construction industry. They also reduce the time and cost associated with traditional methods. Their digital twin portal provides a quick, easy and cost-effective way to obtain 3D models and digital twins for a property. Reality Capture creates 3D models of buildings using photogrammetry and laser scanning. By capturing the existing conditions, it speeds up claims management and reduces rework and waste in construction. Reverse Engineering or Field to BIM involves creating a Revit or CAD model of an existing building in order to capture milestones in construction projects. Teams can virtually inspect the building and identify problems, retrofit it, or compare the original design.

One Concern has created a Digital Twin of our world, which reveals hidden risks in the built and natural environment. This includes climate change, extreme weather, natural disasters, and climate change. Customers can use our Digital Twin to identify direct structural risks to their buildings and external network risks. Our proprietary risk models are supported by the Digital Twin, which unlocks the resilience quotient. This allows us to probabilistically project business disruptions in the face of unprecedented hazards. One Concern helps customers understand the direct structural risk of their property from climate, natural disasters and extreme weather. It also helps them understand the networks that are essential for the property to continue to function. We identify downtime due to multiple hazards and return periods. This includes the impact of climate change in the scenario of 1.5 degree Celsius temperature rise.

Beamo is a digital twin solution that can be used to support mission-critical facilities or remote sites. Today, it is expensive to move experts around. However, there is no other option when it comes to visiting physical space. It is easy to share your most important assets, augment them with tribal wisdom, and collaborate from anywhere. Beamo's state of the art hardware and software platform speeds up construction projects and facility management. Beamo App allows you to capture any space in 360deg. You can also create digital twins in just a few minutes. Beamo automates the majority of the capture process so you can concentrate on the things that are important. Beamo Portal allows you to travel to places you can't and collaborate remotely with others. Beamo offers a collaborative, immersive experience for all your clients, employees, and contractors.

NVIDIA Modulus, a neural network framework, combines the power of Physics in the form of governing partial differential equations (PDEs), with data to create high-fidelity surrogate models with near real-time latency. NVIDIA Modulus is a tool that can help you solve complex, nonlinear, multiphysics problems using AI. This tool provides the foundation for building physics machine learning surrogate models that combine physics and data. This framework can be applied to many domains and uses, including engineering simulations and life sciences. It can also be used to solve forward and inverse/data assimilation issues. Parameterized system representation that solves multiple scenarios in near real-time, allowing you to train once offline and infer in real-time repeatedly.

WeStatiX SHM is a revolutionary platform that combines Digital Twins based on simulation with Artificial Intelligence. It can be used on any type of structure from bridges to rock walls and even tunnels. WeStatiX is a tool that can be used to optimize monitoring costs and reduce the environmental impact in the construction world. All within your favorite browser. SHM, you can create custom digital twins for real-time monitoring of existing structures in the cloud. This is possible with many types of infrastructure such as bridges and rock walls. It can also be used for slopes, buildings, dams, and more. The system is based upon a combination of innovative digital technologies and artificial intelligence algorithms. It is a powerful tool to inspect and maintain any monitored object.

The digital twin of a product captures real-time data from the supply chain, providing trusted provenance, insights and analytics. Authlink allows brands, manufacturers, and certification agencies to create a digital identity for each product item. A smart Authlink asset is created with the issuer's cryptographic sign and linked permanently to the product using industrial standard tags such as QR Code, NFC, Bluetooth, and other formats. This creates the product's secure identity. Each product unit's provenance and ownership information is immutably stored with the digital twin, creating a trusted journey through the product's lifecycle. Authlink smart assets can be represented as certificates. This provides a user-intuitive way to manage and exchange product ownership. Authlink offers a secure dashboard for institutions and brands to create and issue their product/certificate/document directly on Blockchain.

Haltian Empathic Building for smart office solution focuses on improving employee well-being and happiness. A complete and end-to-end smart office solution that combines technology, culture, and physical space into one. It improves the employee interactions with the spaces, environment and technology to find the right space, colleagues and voice their feelings. Our smart office solution enables you to create a positive flywheel effect between employees’ happiness, performance, and well-being.

Asite is an open platform for construction that allows organizations working on capital projects to collaborate, plan, design, build, and share information seamlessly across the entire supply chain. Asite's wide range of solutions allows dispersed teams to connect across the entire lifecycle of capital assets. This allows them to build better and increase resilience. Capital project owners can stay on the cutting edge of innovation with Asite. Asite keeps a golden thread of information running through a project, facilitating the creation of digital twins.

Optimizing asset performance to increase reliability and availability, reduce costs and reduce operational risk. Asset Performance Management (APM), a suite software and service solutions, is designed to optimize the performance of assets. APM connects disparate data sources, and uses advanced analytics for actionable insights. It fosters collaboration and knowledge-management within an organization. Asset Performance Management (APM), a suite software and services, is designed to optimize asset performance and O&M efficiency across the entire fleet, equipment, and plants. APM is a unique solution for modern industrial operations. It includes Digital Twin analytics, work process automation, and GE industry expertise.

A new 4D infrastructure for building the industrial Metaverse. A platform that allows large industrial companies to measure, analyze and integrate AI-based automation into their ground floor operations. We create live digital twins that capture real-world processes and turn them into a data stream. We then identify in real-time, using our AI, the critical variations that cause inefficiency, lower productivity, or unsafe environments. The clients are empowered to reimagine, automate and optimize their processes. This unlocks massive value that was previously unrealized. Sensors can cross-validate and increase confidence in what they are sensing by using context. They also show what is actually happening with people and processes. We start by combining data from 3D files with 2D floor plans in order to map a physical space. This includes the location and capabilities for all sensors within the facility.

witboost allows your company to become data-driven, reduce time-to market, it expenditures, and overheads by using a modular, scalable and efficient data management system. There are a number of modules that make up witboost. These modules are building blocks that can be used as standalone solutions to solve a specific problem or to create the ideal data management system for your company. Each module enhances a specific function of data engineering and can be combined to provide the perfect solution for your specific needs. This will ensure a fast and seamless implementation and reduce time-to market, time-to value and, consequently, the TCO of your data engineering infrastructure. Smart Cities require digital twins to anticipate needs and avoid unforeseen issues, gather data from thousands of sources, and manage telematics that is ever more complicated.

Digital transformation unlocks your assets' potential and empowers you with predictive maintenance (PdM), strategies. You can avoid costly failures and reduce downtime by looking ahead. This will allow you to focus on what's next. Our comprehensive Asset Performance Management (APM), software portfolio was created to address today's industrial challenges. It combines industrial big data, Cloud and artificial intelligence with digital twin and augmented reality. You can eliminate inefficiencies, optimize operations, improve profitability, and get better analysis.

AVEVA E3D Design, the world's most advanced 3D design tool for power, marine, and process plants is the best. It allows powerful visualization, clash-free, multidisciplinary 3D design and generates precise drawings and reports to reduce timescales, costs, and commercial risks for both brownfield and greenfield capital projects. AVEVA E3D Design provides a class-leading productivity and capabilities, while remaining seamless compatible with other AVEVA Engineering and Design options, including AVEVA Unified Engineering. Access our secure cloud platform AVEVA™. Connect. Easily deploy in days or weeks, and then compile data to create an engineering digital twin online as you work. AVEVA E3D Design is quick to deploy and can be configured to meet specific project or company requirements in any industry, whether it's for the marine market or industrial plant.

Imerso is the most intelligent construction monitoring platform in industry to create digital twins. Reduce costs, speed up deliveries, reduce travels, and improve facility administration with unparalleled insight and as-built data. Alerts about field work deviations. Notes and comments attached to real objects. Accuracy to the millimetre. Online remote collaboration. A 3D Digital Copy (Digital Copy) of the building. It represents the current status with millimeter precision. Capture all stages of the building - from start through to finish. Remote teams can navigate the virtual jobsite collaboratively via their browser. It's just like being there, taking measurements, or creating status reports. In minutes, any deviations from the plan are highlighted. No more surprises, delays or disputes with partners. You can see the progress and performance of all trades in one glance. This gives you unprecedented insight into your projects and teams.

AI advances will eliminate the need for trial and error in medical practice. Our digital twins allow for confident and rapid clinical trials. We work in neurology, immunology and metabolic disease. TwinRCTs achieve full enrollment faster because they need fewer patients in order to achieve the same power of traditional trial designs. Enrollment time in late-stage trials can be shortened. TwinRCTs increase the power of early-stage studies without adding additional patients, allowing them to observe treatment effects. Early-stage studies can be used to make confident decisions and attract participants. TwinRCTs increase the chances of participants receiving experimental treatments because they use smaller controls groups. Position clinical trials using digital twins to achieve regulatory success. Unlearn engineers the future of medicine using artificial intelligence. We create and deploy new types generative models based on patient-level data.

The Internet of Things (IoT), is a collection of billions of physical devices connected to the internet and all sharing data. Combining IoT data and IBM Cloud®, businesses can gain valuable insights that will improve almost every aspect of their operations, as well as enable new business models. Connect your device to an IBM Cloud recipe. Open, lightweight MQTT and HTTP are the best ways to connect to the IBM Cloud. Connected devices can be managed so that your apps have access to historical and live data. Connect your apps to data from your devices using highly-secure APIs. You can create analytic apps in the IBM Cloud or another cloud. The IBM Watson IoT®, Platform makes it easy to connect, collect, and begin processing IoT data quickly. Use the analytics service to visualize and perform AI-driven analysis in the cloud.