Alternatives to Digital Twin Streaming Service

KX Streaming Analytics allows you to ingest and store historical and time series data. This data can then be processed, stored, processed, and analyzed instantly to provide analytics, insights, or visualizations. The platform offers the complete lifecycle of data services to ensure that your applications and users can be productive quickly. This includes query processing, query processing, tiering and migration, archiving and data protection. Our advanced analytics and visualization tools are widely used in finance and industry. They allow you to create and execute queries, calculations, aggregations and machine learning on any streaming or historical data. Data can be used across multiple hardware environments and can come from high-volume sources such as clickstreams, radio frequency identification, GPS systems and social networking sites.

Data integration for hybrid clouds Modern, reliable data integration across both your private cloud and public cloud. All this in real-time, with change data capture and streams. Striim was developed by the executive and technical team at GoldenGate Software. They have decades of experience in mission critical enterprise workloads. Striim can be deployed in your environment as a distributed platform or in the cloud. Your team can easily adjust the scaleability of Striim. Striim is fully secured with HIPAA compliance and GDPR compliance. Built from the ground up to support modern enterprise workloads, whether they are hosted in the cloud or on-premise. Drag and drop to create data flows among your sources and targets. Real-time SQL queries allow you to process, enrich, and analyze streaming data.

Real-time analytics on raw data. Live ingest from S3, DynamoDB, DynamoDB and more. Raw data can be accessed as SQL tables. In minutes, you can create amazing data-driven apps and live dashboards. Rockset is a serverless analytics and search engine that powers real-time applications and live dashboards. You can directly work with raw data such as JSON, XML and CSV. Rockset can import data from real-time streams and data lakes, data warehouses, and databases. You can import real-time data without the need to build pipelines. Rockset syncs all new data as it arrives in your data sources, without the need to create a fixed schema. You can use familiar SQL, including filters, joins, and aggregations. Rockset automatically indexes every field in your data, making it lightning fast. Fast queries are used to power your apps, microservices and live dashboards. Scale without worrying too much about servers, shards or pagers.

Amazon MSK is a fully managed service that makes coding and running applications that use Apache Kafka for streaming data processing easy. Apache Kafka is an open source platform that allows you to build real-time streaming data applications and pipelines. Amazon MSK allows you to use native Apache Kafka APIs for populating data lakes, stream changes between databases, and to power machine learning or analytics applications. It is difficult to set up, scale, and manage Apache Kafka clusters in production. Apache Kafka clusters can be difficult to set up and scale on your own.

Event Hubs is a fully managed, real time data ingestion service that is simple, reliable, and scalable. Stream millions of events per minute from any source to create dynamic data pipelines that can be used to respond to business problems. Use the geo-disaster recovery or geo-replication features to continue processing data in emergencies. Integrate seamlessly with Azure services to unlock valuable insights. You can allow existing Apache Kafka clients to talk to Event Hubs with no code changes. This allows you to have a managed Kafka experience, without the need to manage your own clusters. You can experience real-time data input and microbatching in the same stream. Instead of worrying about infrastructure management, focus on gaining insights from your data. Real-time big data pipelines are built to address business challenges immediately.

Even the most sophisticated companies can find it difficult to model and create a digital representation. Azure Digital Twins makes it easy. It allows customers to create a digital twin of their environment, which can then be scaled and secured. Azure Digital Twins helps to break down silos and provide a solid platform for building dynamic business logic.

You can quickly collect, process, analyze, and analyze video and data streams. Amazon Kinesis makes it easy for you to quickly and easily collect, process, analyze, and interpret streaming data. Amazon Kinesis provides key capabilities to process streaming data at any scale cost-effectively, as well as the flexibility to select the tools that best fit your application's requirements. Amazon Kinesis allows you to ingest real-time data, including video, audio, website clickstreams, application logs, and IoT data for machine learning, analytics, or other purposes. Amazon Kinesis allows you to instantly process and analyze data, rather than waiting for all the data to be collected before processing can begin. Amazon Kinesis allows you to ingest buffer and process streaming data instantly, so you can get insights in seconds or minutes, instead of waiting for hours or days.

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.

Allow everyone to view and discover streaming data. Up to 95% of productivity can be increased by sharing, documenting, and cataloging data. Next, create apps for production use cases using the data. To address privacy concerns and cover all the gaps in open source technology, apply a data-centric security approach. Secure and low-code data pipeline capabilities. All darkness is eliminated and data and apps can be viewed with unparalleled visibility. Unify your data technologies and data meshes and feel confident using open source production. Independent third-party reviews have rated Lenses the best product for real time stream analytics. We have built features to allow you to focus on what is driving value from real-time data. This was based on feedback from our community as well as thousands of engineering hours. You can deploy and run SQL-based real-time applications over any Kafka Connect, Kubernetes or Kubernetes infrastructure, including AWS EKS.

Azure Data Explorer provides fast, fully managed data analytics services for real-time analysis of large amounts of data streaming from websites, applications, IoT devices, etc. Ask questions and iteratively analyze data on the fly to improve products and customer experiences, monitor devices, boost operations, and increase profits. Identify patterns, anomalies, or trends quickly in your data. Find answers to your questions quickly and easily by exploring new topics. The optimized cost structure allows you to run as many queries as needed. You can explore new possibilities with your data efficiently. With the fully managed, easy-to-use data analytics service, you can focus on insights and not infrastructure. Rapidly respond to rapidly changing and fast-flowing data. Azure Data Explorer simplifies analytics for all types of streaming data.

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.

Evam's Continuous Intelligence Platform is a combination of multiple products that process and visualize real-time data. It can run real-time machine-learning models on streaming data and enrich the real-time data using smart in-memory cache.

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.

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.

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.

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.

Streaming service is a streaming service that allows developers and data scientists to stream real-time events. It is serverless and Apache Kafka compatible. Streaming can be integrated with Oracle Cloud Infrastructure, Database, GoldenGate, Integration Cloud, and Oracle Cloud Infrastructure (OCI). The service provides integrations for hundreds third-party products, including databases, big data, DevOps, and SaaS applications. Data engineers can easily create and manage big data pipelines. Oracle manages all infrastructure and platform management, including provisioning, scaling and security patching. Streaming can provide state management to thousands of consumers with the help of consumer groups. This allows developers to easily create applications on a large scale.

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.

Apache Kafka®, with Confluent, has an infinite retention. Be infrastructure-enabled, not infrastructure-restricted Legacy technologies require you to choose between being real-time or highly-scalable. Event streaming allows you to innovate and win by being both highly-scalable and real-time. Ever wonder how your rideshare app analyses massive amounts of data from multiple sources in order to calculate real-time ETA. Wondering how your credit card company analyzes credit card transactions from all over the world and sends fraud notifications in real time? Event streaming is the answer. Microservices are the future. A persistent bridge to the cloud can enable your hybrid strategy. Break down silos to demonstrate compliance. Gain real-time, persistent event transport. There are many other options.

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.

A cloud database that can scale to handle large streaming data sets. Kinetica harnesses modern vectorized processors to perform orders of magnitude faster for real-time spatial or temporal workloads. In real-time, track and gain intelligence from billions upon billions of moving objects. Vectorization unlocks new levels in performance for analytics on spatial or time series data at large scale. You can query and ingest simultaneously to take action on real-time events. Kinetica's lockless architecture allows for distributed ingestion, which means data is always available to be accessed as soon as it arrives. Vectorized processing allows you to do more with fewer resources. More power means simpler data structures which can be stored more efficiently, which in turn allows you to spend less time engineering your data. Vectorized processing allows for incredibly fast analytics and detailed visualizations of moving objects at large scale.

Azure Stream Analytics is an easy-to-use, real time analytics service that's designed for mission-critical workloads. In just a few steps, you can create an end-to-end streaming pipeline that is serverless in just a few clicks. SQL--easily extensible and customizable with custom code, built-in machine learning capabilities and more advanced scenarios. You can run the most complex workloads with confidence knowing that your SLA is financially backed.

In the field of IoT stream processing and analytics, SQLstream ranks #1 according to ABI Research. Used by Verizon, Walmart, Cisco, and Amazon, our technology powers applications on premises, in the cloud, and at the edge. SQLstream enables time-critical alerts, live dashboards, and real-time action with sub-millisecond latency. Smart cities can reroute ambulances and fire trucks or optimize traffic light timing based on real-time conditions. Security systems can detect hackers and fraudsters, shutting them down right away. AI / ML models, trained with streaming sensor data, can predict equipment failures. Thanks to SQLstream's lightning performance -- up to 13 million rows / second / CPU core -- companies have drastically reduced their footprint and cost. Our efficient, in-memory processing allows operations at the edge that would otherwise be impossible. Acquire, prepare, analyze, and act on data in any format from any source. Create pipelines in minutes not months with StreamLab, our interactive, low-code, GUI dev environment. Edit scripts instantly and view instantaneous results without compiling. Deploy with native Kubernetes support. Easy installation includes Docker, AWS, Azure, Linux, VMWare, and more

StarTree Cloud is a fully-managed user-facing real-time analytics Database-as-a-Service (DBaaS) designed for OLAP at massive speed and scale. Powered by Apache Pinot, StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, plus additional indexes and connectors. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment. StarTree Cloud includes StarTree Data Manager, which allows you to ingest data from both real-time sources such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda, as well as batch data sources such as data warehouses like Snowflake, Delta Lake or Google BigQuery, or object stores like Amazon S3, Apache Flink, Apache Hadoop, or Apache Spark. StarTree ThirdEye is an add-on anomaly detection system running on top of StarTree Cloud that observes your business-critical metrics, alerting you and allowing you to perform root-cause analysis — all in real-time.

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.

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.

Smart DIH is a data management platform that quickly serves applications with accurate, fresh and complete data, delivering high performance, ultra-low latency, and an always-on digital experience. Smart DIH decouples APIs from SoRs, replicating critical data, and making it available using event-driven architecture. Smart DIH enables drastically shorter development cycles of new digital services, and rapidly scales to serve millions of concurrent users – no matter which IT infrastructure or cloud topologies it relies on. Smart Cache is a distributed in-memory development platform that delivers transactional consistency, combined with extreme event-based processing and microsecond latency. The platform fuels core business solutions that rely on instantaneous data, including online trading, real-time risk management and data processing for AI and large language models.

Cumulocity IoT, the #1 low-code, self service IoT platform, is pre-integrated and includes all the tools you need to get fast results: device connectivity, management, application enablement, integration, streaming, and predictive analytics. Your business can no longer depend on proprietary technology. You can connect any "thing" to the IoT platform because it is completely open. You can bring your own hardware and tools and choose the components that fit you best. In minutes, you can be up and running with the IoT. Connect a device to view its data. Create a real-time interactive dashboard. You can create rules to monitor and respond to events. All of this can be done without requiring IT or writing code. You can easily integrate new IoT data into the core enterprise systems, apps and processes that have been running your business for years, again without having to code - for a fluid flow data. You will have more context to make smarter decisions.

Oracle Stream Analytics makes it possible to analyze and process large amounts of real-time data using complex correlation patterns, enrichment and machine learning. It provides real-time, actionable business insight from streaming data and automates actions to drive agile businesses of today.

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.

AI-powered Informatica Data Engineering streaming allows data engineers to ingest and process real-time streaming data in order to gain actionable insights.

Materialize is a reactive database that provides incremental view updates. Our standard SQL allows developers to easily work with streaming data. Materialize connects to many external data sources without any pre-processing. Connect directly to streaming sources such as Kafka, Postgres databases and CDC or historical data sources such as files or S3. Materialize allows you to query, join, and transform data sources in standard SQL - and presents the results as incrementally-updated Materialized views. Queries are kept current and updated as new data streams are added. With incrementally-updated views, developers can easily build data visualizations or real-time applications. It is as easy as writing a few lines SQL to build with streaming data.

Monitoring and visualization of real-time operations, including KPIs and dashboards. Also includes trends, analytics, hierarchy, alerts, and analytics. All data sources (industrial and IoT, business, and external) are gathered. It displays data in real-time on any device, without the need to move it.

Apama Streaming Analytics enables organizations to analyze and respond to IoT and fast moving data in real time, allowing them to react intelligently to events as they occur. Apama Community Edition by Software AG is a freemium version that allows users to learn about, develop, and implement streaming analytics applications. Software AG Data & Analytics Platform offers an integrated, modular and end-to-end set of world-class capabilities that are optimized for high-speed data management. It also provides connectivity and integration to all major enterprise data sources. You can choose the capabilities that you require: streaming, predictive, and visual analytics. There is also messaging and integration with other enterprise applications. You can integrate historical and other data to create models and enrich customer data.

The only platform that can handle all aspects of data pipeline. Gathr was built from the ground up to support a cloud-first world. It is the only platform that can handle all your data integration needs - ingestion and ETL, ELT and CDC, streaming analytics and data preparation, machine-learning, advanced analytics, and more. Gathr makes it easy for anyone to build and deploy pipelines, regardless of their skill level. Ingestion pipelines can be created in minutes and not weeks. You can access data from any source and deliver it to any destination. A wizard-based approach allows you to quickly build applications. A templatized CDC app allows you to replicate data in real time. Native integration for all sources. All the capabilities you need to succeed today or tomorrow. You can choose between pay-per-use, free, or customized according to your needs.

Unified stream and batch data processing that is serverless, fast, cost-effective, and low-cost. Fully managed data processing service. Automated provisioning of and management of processing resource. Horizontal autoscaling worker resources to maximize resource use Apache Beam SDK is an open-source platform for community-driven innovation. Reliable, consistent processing that works exactly once. Streaming data analytics at lightning speed Dataflow allows for faster, simpler streaming data pipeline development and lower data latency. Dataflow's serverless approach eliminates the operational overhead associated with data engineering workloads. Dataflow allows teams to concentrate on programming and not managing server clusters. Dataflow's serverless approach eliminates operational overhead from data engineering workloads, allowing teams to concentrate on programming and not managing server clusters. Dataflow automates provisioning, management, and utilization of processing resources to minimize latency.

BlackLynx accelerators provide analytics power where it is needed, without the need for specialized skills. No matter what analytics ecosystem you have, you can power data-driven businesses with powerful, easy to use heterogeneous computing.

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.

DeltaStream is an integrated serverless streaming processing platform that integrates seamlessly with streaming storage services. Imagine it as a compute layer on top your streaming storage. It offers streaming databases and streaming analytics along with other features to provide an integrated platform for managing, processing, securing and sharing streaming data. DeltaStream has a SQL-based interface that allows you to easily create stream processing apps such as streaming pipelines. It uses Apache Flink, a pluggable stream processing engine. DeltaStream is much more than a query-processing layer on top Kafka or Kinesis. It brings relational databases concepts to the world of data streaming, including namespacing, role-based access control, and enables you to securely access and process your streaming data, regardless of where it is stored.

KX Insights, a cloud-native platform that provides critical real-time performance as well as continuous actionable intelligence, is available. It enables rapid decision-making and automated responses to incidents by combining complex event processing, high speed analytics, and machine learning interfaces. Cloud computing is not just about storage and compute elasticity. It encompasses everything: data and tools, development, security, connectivity as well as operations and maintenance. KX can help you harness that power to make better, more informed decisions by integrating real time analytics into your business operations. KX Insights uses industry standards to ensure interoperability and openness with other technologies to deliver insights faster, more cost-effectively. It uses microservices to capture, store, and process high-volume, high velocity data using cloud protocols, services, and standards.

The Wizata Platform enables the manufacturing industry to drive digital transformation. It facilitates the development of AI solutions, from proof of concept to production recommendations, for a complete loop control through AI. This SaaS-Software as a Service platform acts as an orchestrator for your various assets (machines and sensors, AI, edge, etc.) and allows you to easily gather and analyze your data. It is your sole control. You can manage your resources and prioritize your projects based on how your AI solutions solve business problems and improve production processes. We have also developed data science best practices in metalurgics since 2004.

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.

You can analyze, query, and then act at lightning speed on IoT data and other streaming data. Intelligent applications allow you to take real-time operations and analytics up a notch with fast deployments that can be used to quickly take action based on new models and decisions. TIBCO®, Streaming software provides enterprise-grade streaming analytics that can be used in the cloud to quickly build real-time applications. It is much less expensive than other options and has a lower risk.

Synkrato Digital Twin enables you to create AR-driven warehouses or supply chain facilities. There are many benefits to having a living digital twin. Here are some: Optimize warehouse layouts As inventory and personnel changes, you can allocate space and resources in real time. - Track sensor data throughout your supply chain - Integrate inventory data and operation data - Optimize material flow and storage - Measure worker productivity, warehouse layout Synkrato's digital twin is built on Unity gaming platform. It uses a friendly drag and drop interface so that users don't need to have any IT skills. Modern Materials Handling recently named Synkrato the 2022 Product of The Year.

This tool is for companies that build large, complex prototypes. The goal is to reduce the number of variations. smartAR™, which augments a digital twin with a live camera feed from a real-world object, maintains scale, position and placement of the CAD model relative the object. An external motion tracking system monitors the tablet's orientation and position to determine if it is in the right place. The tablet's location can be tracked to enable overlaying digital twins on real objects with high precision. Virtual images on the tablet are able to be tracked as the user moves around the object. Virtual data can be'snapped onto position' on real objects with an accuracy of better than 3 millimeters in most stationary view. Mechdyne's TGX program is used to access high-resolution CAD data from a central server/workstation to minimize latency on your tablet.

DataMesh Director leverages existing 3D assets such as CAD/BIM files to enable quick 3D Digital Twin content creation using a drag-and-drop interface. DataMesh Director supports IoT data binding, remote collaboration and one-click cross platform content publishing. DataMesh Director users are able to create job SOPs, support guides, and 3D product manuals. This will greatly improve the experience and efficiency of frontline workers. DataMesh Director, unlike other professional tools is accessible to all users. DataMesh Director can be used to quickly complete tasks like sales presentations, explanations, and 3D training guidance within 10 minutes. This greatly reduces the cost of content production. Remote expert can provide transparent information and operations processes to frontline workers, helping them to break down communication barriers and reduce costs.

IBM Streams analyzes a wide range of streaming data, including unstructured text, video and audio, and geospatial and sensor data. This helps organizations to spot opportunities and risks, and make decisions in real-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.

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.

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.