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Interfacing's Digital Twin Organization software enhances transparency and governance, which in turn boosts quality, efficiency, and ensures adherence to regulatory standards. This comprehensive platform enables users to map, analyze, and automate their workflows while effectively managing compliance and evaluating risks. The Enterprise Process Center (EPC) serves as an enterprise management solution that empowers businesses to digitally evolve their operations, facilitating streamlined processes, heightened productivity, and improved overall efficiency. Additionally, Interfacing's Rapid Application Development Tools (RAD), utilizing a Low Code Development approach, optimize your technical assets and enhance transparency, paving the way for ongoing improvements. Experience the power of our Low-Code Rapid Application Development module, which equips you with the essential tools to swiftly create and deploy custom, scalable, and secure applications that are ready for mobile use, significantly reducing development time from months to mere days. With these innovative solutions, organizations can achieve remarkable agility and responsiveness in today’s fast-paced business landscape.
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NetBrain
NetBrain Technologies
Revolutionize network management with seamless automation and insights.
Since its inception in 2004, NetBrain has revolutionized network management through its no-code automation platform, enabling teams to effectively streamline complex tasks into efficient workflows. By integrating artificial intelligence with automation, NetBrain offers comprehensive hybrid network observability, simplifies troubleshooting, and facilitates safe change management, which enhances operational efficiency, decreases mean time to repair (MTTR), and limits potential risks, thereby empowering IT departments to foster innovation proactively.
Gain insights into your entire network with contextual analyses across diverse vendors and cloud environments.
Utilize dynamic network maps and end-to-end pathways to visualize and document your complete hybrid network effectively.
Streamline network discovery processes and maintain data accuracy to establish a reliable single source of truth.
Automatically identify and interpret your network's critical configurations, uncover initial issues, and prevent configuration drift through automation.
Facilitate pre- and post-change validations while considering application performance contexts for a comprehensive approach to network modifications.
Enhance collaborative troubleshooting efforts by automating interactions between human operators and machine systems.
This holistic approach not only optimizes network performance but also ensures that teams can focus on strategic initiatives rather than getting bogged down by manual processes.
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DigitalClone® for Engineering stands out as the sole software that seamlessly combines various scales of analysis within a unified platform. Recognized globally as the premier tool for predicting gearbox reliability, DC-E excels not only in its modeling and analysis capabilities specific to gearboxes and gear/bearing interactions but also uniquely incorporates fatigue life modeling through advanced, physics-based methodologies (US Patent 10474772B2).
By enabling the creation of a digital twin for gearboxes, DC-E encompasses every phase of an asset's lifecycle—from the optimization of design and manufacturing processes to the selection of suppliers, followed by thorough root cause analysis of failures and condition-based maintenance along with prognostics. This innovative computational environment significantly decreases both the time and costs associated with launching new designs and ensuring their long-term maintenance, ultimately enhancing operational efficiency. Moreover, it empowers engineers to make informed decisions at every stage, leading to improved performance and reliability.
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Matterport
Matterport
Transform spaces into interactive 3D digital experiences effortlessly.
Our advanced 3D data platform allows you to convert any physical environment into an accurate and interactive digital twin. Discover unparalleled visualization opportunities that surpass conventional techniques. You can capture your surroundings from multiple angles, enrich it with functional elements, and acquire exact measurements, among other features. A single scan enables the automatic creation of immersive 3D walkthroughs, high-resolution 4K images, schematic floor plans, OBJ files, point clouds, videos, and a variety of other media formats. Moreover, you can zoom out to see a comprehensive 3D model of your property from the outside and rotate it on any axis to examine it from different perspectives. This functionality helps you understand the overall layout and design of your area. Additionally, you can add notes and multimedia components to your digital twin, highlighting key aspects of your property. With just a click, producing accurate schematic floor plans becomes effortless, allowing you to measure every detail of your space, including walls, windows, and furniture, leaving no element overlooked. This groundbreaking tool transforms the way you interact with and showcase your property, offering a new dimension in property management and presentation. Ultimately, it enhances both functionality and aesthetics in a seamless manner.
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Ayla IoT Platform
Ayla Networks
Seamless IoT connectivity and management for business success.
Embracing a truly agnostic approach, Ayla enables seamless connectivity for devices across a variety of transport protocols, connectivity options, and cloud infrastructure. It effortlessly supports protocols like HTTPS, MQTT, and CoAP, and features an extensive array of pre-configured agents tailored for embedded solutions, gateways, Android, Linux, BLE/phone, and cloud integrations. The Virtualization Engine of Ayla creates an effective 'digital twin' of each physical device, which is essential for comprehensive device management in the IoT landscape. With established capabilities such as a rules engine, firmware OTA updates, and data policies, Ayla’s Device Management system provides thorough support for connected products throughout their entire lifecycle. The application enablement offered by Ayla empowers businesses to extract substantial value from their data through multiple approaches. Moreover, Ayla’s Web Framework and Mobile Platform SDK allow for rapid creation of both consumer mobile and business applications. In addition, Ayla's services also encompass Customer Care, Field Service, and Asset Tracking, which further enhance operational efficiency and boost customer satisfaction. Collectively, Ayla's solutions are strategically designed to enhance connectivity and effectively streamline the management of IoT devices, making it a vital resource for businesses in the technology-driven market. This positions Ayla as a key player in the evolving landscape of Internet of Things technology.
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AWS IoT
Amazon
Seamlessly connect, analyze, and secure your IoT ecosystem.
Devices are found in abundance across various environments, including homes, factories, oil wells, hospitals, and vehicles. As the proliferation of these devices accelerates, the necessity for robust solutions to connect, collect, store, and analyze the data they produce grows increasingly urgent. AWS offers a wide-ranging portfolio of IoT services that integrates seamlessly from the edge of the network to the cloud. One distinguishing feature of AWS IoT is its exceptional capacity to merge data management with sophisticated analytics, providing user-friendly services designed to navigate the intricacies of IoT data. The platform boasts an extensive array of security features, including proactive strategies like encryption and access control for device data, along with ongoing monitoring and auditing services. In addition to this, AWS is leading the charge in fusing artificial intelligence with IoT technology, significantly augmenting device intelligence. Users benefit from the ability to create models in the cloud, which can be deployed to devices, resulting in performance that is twice that of other solutions available in the market. Furthermore, the platform allows users to effortlessly generate digital twins of physical systems, which streamlines management and enhances operational efficiency. The capability to conduct analytics on vast volumes of IoT data without needing a separate analytics infrastructure not only improves functionality but also makes AWS IoT solutions highly attractive. Consequently, managing IoT ecosystems has never been easier or more efficient than it is with AWS's innovative offerings. This comprehensive approach positions AWS as a frontrunner in the IoT landscape, catering to the evolving needs of modern enterprises.
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Asite
Asite
Empowering construction collaboration for streamlined, resilient project success.
Asite serves as an open platform tailored for the construction industry, enabling various organizations involved in capital projects to easily collaborate, plan, design, construct, and exchange information throughout the entire supply chain. With its diverse array of solutions, Asite empowers geographically dispersed teams to engage effectively across all phases of capital asset management, ultimately enhancing their construction processes and boosting resilience. By leveraging Asite, capital project owners can embrace the latest innovations in the field. Moreover, the platform maintains a consistent, reliable flow of information throughout the duration of a project, which aids in the development of digital twins to optimize project outcomes. This cohesive approach not only streamlines operations but also fosters a more integrated environment for all stakeholders involved.
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GeoSpin
GeoSpin
Unlock powerful insights effortlessly with interactive location intelligence.
Get quick and easy answers to your questions about different locations without needing any IT or data skills; all you require is an Internet connection. A web-based platform allows you to access forecasts, analyses, and a multitude of data sources across Germany. With LIA’s intuitive menu, finding the right information to answer your queries becomes a hassle-free experience. The responses are displayed on an interactive map that facilitates a more in-depth understanding of the analyses presented. By leveraging LIA, you can make well-informed decisions tailored to your specific industry needs. Just a click allows you to analyze and evaluate data, equipping you with both geographical and competitive advantages. Whether you're tackling complex AI forecasting, identifying key influencing factors, investigating digital twins, or sifting through countless data points, LIA simplifies location intelligence, making it both fast and accessible for you. The advanced geo-data analyses available through LIA not only save resources but also boost your operational efficiency while offering crucial insights, ultimately providing you with a competitive edge in the market. This innovative tool revolutionizes your decision-making and strategic planning processes in your sector, ensuring you stay ahead of the competition. With LIA at your disposal, you can focus on what truly matters: driving your business forward.
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Beamo
3i Inc.
Transform your facility management with seamless digital collaboration.
Beamo is an innovative digital twin solution designed to assist in managing mission-critical facilities and remote locations effectively. With the rising costs of relocating experts, physical visits to these sites often remain the only viable option. However, Beamo facilitates the sharing of crucial assets, enhances them with valuable insights, and enables seamless collaboration from any location. Its advanced hardware and software platform accelerates the processes of construction and facility management significantly. The Beamo App empowers users to capture any environment in 360 degrees, allowing for the creation of digital twins in a matter of minutes. By automating most of the capture process, Beamo lets users focus on what truly matters. Additionally, the Beamo Portal provides a means to explore inaccessible areas and collaborate with others remotely. In essence, Beamo delivers a rich, collaborative experience that benefits clients, employees, and contractors alike. This unique approach transforms how stakeholders engage with spaces, enhancing efficiency and productivity in the process.
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Haltian's Empathic Building offers a smart office solution designed to enhance the well-being and happiness of employees. This comprehensive approach integrates technology, culture, and physical space into a cohesive environment.
By fostering better interactions between employees and their surroundings, this solution helps individuals connect with the right spaces, collaborate effectively with colleagues, and express their emotions. Ultimately, it cultivates a virtuous cycle that links employee satisfaction to improved performance and overall well-being, contributing to a thriving workplace culture.
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Giraffe
Giraffe
Transform your vision with real-time data-driven insights.
You can enhance your ability to scale efficiently by conducting real-time analysis of your site alongside your design elements. This method enables you to focus on what truly matters: creating a significant impact within your communities. Gain a comprehensive perspective on your concept by assessing it from various viewpoints. Trust your instincts, sketch your vision, and let Giraffe handle the rest by layering data, performing queries, and automatically generating your proof-of-concept calculations. The data discovery feature provides access to the latest local mapping information relevant to your site. Giraffe is capable of integrating maps from diverse sources, treating them as layered components. This functionality allows for sorting, grouping, and detailed analysis of the data. Involve your stakeholders by offering them a complete 360-degree perspective of the site’s potential. To foster greater community involvement, grant viewers access to the plan, which includes essential context and visuals. Giraffe empowers you to develop something you believe in and present it when it is fully prepared. You can efficiently review and collaborate on plans within a shared environment, ensuring everyone is on the same page. Ultimately, this collaborative approach not only strengthens your project but also builds trust with your audience.
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TomorrowThings
TomorrowThings
Transforming industrial assets into digital efficiency with ease.
Our cutting-edge automation software-as-a-service platform allows for the rapid development of digital versions of your industrial assets with just a simple click, leading to a remarkable reduction in integration costs of up to 90%. Utilizing AI-powered features, users can easily create a digital twin of their technical resources. This innovative technology provides a real-time visualization of physical components, processes, and entire manufacturing facilities. By running simulations, users can evaluate different scenarios prior to implementing them in reality. This strategy not only improves production line efficiency but also anticipates potential issues and fosters data-driven decision-making. By gathering and analyzing information from equipment and sensors, operators obtain vital insights that facilitate operational enhancements. The blueprint system allows for a seamless connection between machines at the touch of a button, streamlining data collection and transmission, thereby bolstering decision-making, improving operational performance, and advancing sustainability initiatives. In addition, this blueprint technology promotes plug-and-produce capabilities and nurtures collaboration between machinery manufacturers and industrial software solution developers, ultimately spurring innovation throughout the industry. With our platform, companies are empowered to not only optimize their operations but also swiftly respond to evolving market conditions, ensuring they remain competitive. This adaptability is crucial in a landscape that is constantly changing and increasingly demanding.
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MapleSim
Waterloo Maple
Transforming engineering challenges into efficient, precise solutions.
MapleSim is an advanced modeling platform that facilitates everything from the implementation of digital twins for virtual commissioning to the development of comprehensive system models for complex engineering projects, thereby achieving considerable reductions in both time and cost associated with development while effectively tackling real-world performance issues. By focusing on enhancing control code instead of making hardware changes, users can eliminate unwanted vibrations and identify the root causes of performance challenges through detailed simulation analysis. This robust tool enables the assessment of design performance before progressing to the creation of physical prototypes. Utilizing the latest methodologies, MapleSim significantly accelerates the process of model development and deepens the understanding of system dynamics, allowing for swift, high-fidelity simulations. As your simulation needs grow, the platform provides the flexibility to scale and interconnect your models seamlessly. Its versatile modeling language allows for the expansion of designs by integrating components from various domains within a virtual prototype, confidently addressing even the most complex machine performance issues. Furthermore, the iterative nature of the tool encourages continuous refinement and improvement, ultimately empowering engineers to pursue innovation with both efficiency and precision, ensuring their designs fulfill the high standards required for contemporary engineering challenges. In essence, MapleSim is a vital asset for any engineer aiming to navigate the complexities of modern design and simulation effectively.
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Siemens NX
Siemens
Accelerate innovation and streamline design with seamless integration.
Siemens NX software presents a versatile and powerful integrated platform that significantly boosts the speed and efficiency of product development. This cutting-edge solution introduces sophisticated design, simulation, and manufacturing features, enabling businesses to fully leverage the digital twin concept. NX encompasses every stage of the product lifecycle, from the initial design concept through engineering to manufacturing, offering a unified toolset that seamlessly integrates multiple disciplines, preserves data integrity, and upholds design intent, thus streamlining the entire workflow. A particularly impactful feature within NX is the generative design process, which allows engineers to rapidly develop new products while conforming to specific design criteria. This cyclical approach leads to quick outcomes, empowering engineers to iterate on designs by modifying constraints until they find the ideal solutions that meet all project specifications. Consequently, this adaptability in design processes not only fosters innovation but also shortens the time required to bring new products to market. By continuously refining and optimizing the design process, Siemens NX positions organizations to stay competitive in a fast-evolving industry.
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Productoo
Productoo
Transform your production processes with innovative digitization solutions.
Revolutionize your manufacturing processes with Productoo's cutting-edge digitization software. We recognize that employees desire improved job satisfaction and a reduction in bureaucratic red tape, which drives us to create visually appealing software solutions that foster collaboration and cater to your unique requirements. Unlock greater efficiency with minimal resources! Our expansive partner network enables us to implement projects successfully across the globe. You can either team up with our expert consultants or choose from our trusted partners to elevate your operational capabilities. Craft impeccable production strategies utilizing our agile planning and scheduling application, featuring automated functionalities that streamline processes. Enhance your manufacturing workforce with a comprehensive, modern interface designed for shopfloor digitization. Fine-tune your logistics using real-time production data to avert material shortages and safeguard against delayed shipments! Decrease unnecessary downtime and streamline your asset management with our intuitive CMMS solution, guaranteeing a more efficient operational workflow. With Productoo, a transformative era of manufacturing efficiency awaits you at the click of a button, ready to reshape the future of production.
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HAULSIM
RPMGlobal
Revolutionize mining efficiency with precise simulation and insights.
HAULSIM integrates fleet resources, mining operation strategies, and personnel to develop a digital representation of any mining site—be it underground or open pit—that provides a precise depiction of haulage activities. At its core, HAULSIM features a 3-D Discrete Event Simulation engine (DES), making it the sole mining simulation software capable of measuring the effects of changes since it encompasses every facet of a mining operation, including its variability, interactions, and interdependencies. By utilizing actual data, users can make informed decisions regarding their haulage systems, enabling them to explore various 'whys' and 'what if' scenarios aimed at minimizing costs, enhancing performance, and bolstering safety and efficiency in operations. This capability not only supports operational improvements but also fosters a proactive approach to addressing potential challenges within the mining sector.
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ADONIS BPM Suite
The BOC Group
Revolutionize operations, enhance efficiency, and boost customer loyalty.
The ADONIS BPM suite stands out as a premier solution for managing, analyzing, and optimizing processes, gaining the trust of both small to medium enterprises and large corporations across the globe. It empowers organizations to revolutionize their operations and gain a competitive edge by streamlining workflows, improving operational efficiency, enhancing transparency, and fostering a customer-focused approach. You can begin crafting your digital twin with ADONIS today, as the free cloud-based ADONIS: Community Edition is readily accessible.
ADONIS assists in Process Management by enabling you to define, evaluate, and oversee your business processes, leading to enhanced efficiency, superior business results, and a commitment to ongoing improvement. In terms of Quality Management and Operational Excellence, it aids in monitoring key performance indicators, controlling costs, and refining organizational practices to perform your core activities more swiftly and effectively. By harnessing its Digitalization and Automation features, ADONIS allows you to turn business challenges into opportunities for optimization, making it a strategic advantage that continually delivers new value to your customers. Furthermore, its Journey Management and Ideation capabilities facilitate the mapping of user insights, encourage innovative ideas, and customize customer experiences, ensuring that clients remain central to your organizational strategy. This comprehensive approach not only enhances operational performance but also strengthens customer loyalty, ultimately driving sustainable growth.
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Predix Platform
GE Digital
Transforming industrial operations with scalable, asset-centric data solutions.
The Predix Platform is integral to industrial operations, providing a scalable and asset-centric data infrastructure that serves as a secure application environment for deploying, scaling, and improving digital industrial solutions. It offers crucial shared functionalities essential for industrial applications, such as asset connectivity, edge technology, analytics, machine learning, and big data processing, along with the ability to create asset-focused digital twins. Designed as a distributed application platform, the Predix Platform is expertly optimized to handle and analyze large data volumes with minimal latency, facilitating seamless integration. Moreover, Predix Essentials acts as a comprehensive tool specifically designed for industrial monitoring and event management. This solution leverages the capabilities of the Predix Platform by integrating asset connectivity and edge-to-cloud data processing, paired with a powerful user console that is ready for immediate use—thus negating the necessity for any development work. As a result, organizations utilizing Predix Essentials can swiftly attain improved operational efficiency and deeper insights into their processes, ultimately driving better decision-making and productivity. Furthermore, the platform's ability to adapt to various industrial needs makes it a versatile choice for companies aiming to innovate and optimize their operations.
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smartAR
Mechdyne Corporation
Revolutionize prototyping with precise digital twins and immersive interactions.
Crafted for businesses that develop detailed and complex prototypes, the primary goal is to reduce the number of prototype variations that are generated. smartAR™ overlays a digital version onto the live camera feed of a physical object, ensuring that the scale, positioning, and orientation of the CAD model perfectly match the real item. Users can observe the digital twin via a tablet, with its movements tracked by an external motion monitoring system that keeps a close watch on both its location and angle. This tracking system enables exceptional accuracy in aligning the digital twin with the actual object. As individuals move around the physical item, the virtual images on the tablet remain consistently anchored to the object. Additionally, virtual information can be placed with remarkable accuracy on the real-world object, achieving a precision of less than 3 millimeters in most stable viewpoints. The TGX software developed by Mechdyne provides effortless access to high-resolution CAD files from centralized servers or workstations, which effectively minimizes latency on the tablet and thereby improves the user experience. This integration of advanced technologies not only simplifies the prototyping workflow but also empowers users to engage with their designs in a more immersive and realistic way, ultimately fostering greater creativity and innovation in their projects.
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Siemens APM
Siemens Energy
Revolutionizing asset management through innovative digital transformation solutions.
APM acts as a driving force behind the transition to maintenance strategies focused on reliability and inspections based on risk, leveraging sophisticated tools. This technical exploration highlights the role of asset performance management technologies in the context of Industry 4.0, particularly for the Power Generation industry. As we move from a framework of digitalization to a comprehensive digital transformation, the Digital Twin stands out as a vital element, offering predictive insights that enhance daily operations and lead to better business outcomes. By delving into the foundational technology, we can accurately visualize and contextualize data precisely when and where it is needed, facilitating sound decision-making across operational, maintenance, and engineering sectors. Additionally, Digital Twins play a critical role in balancing capital investments with operational costs, ultimately leading to lower overall ownership expenses while maximizing returns on assets. This comprehensive strategy not only boosts operational efficiency but also promotes a more sustainable and innovative working environment, paving the way for future advancements in the industry. In essence, the integration of these technologies is reshaping how organizations approach asset management and maintenance in an increasingly digital world.
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ADOIT
BOC Group
Unlock insights and drive growth with powerful architecture solutions.
The ADOIT Enterprise Architecture Suite stands out as the top-rated solution for producing insightful, data-driven analyses. It has gained the trust of both major corporations and small to medium enterprises globally. With ADOIT, users can make informed and rapid decisions, oversee digital portfolios, identify cross-functional dependencies, and foster growth effectively. Its intuitive, powerful, and flexible design makes it an excellent choice for enterprise architecture. Additionally, the cloud-based ADOIT Community Edition is available at no cost, enabling users to start creating their digital twin immediately, opening doors to innovative possibilities. With such features, ADOIT not only enhances strategic planning but also empowers organizations to adapt in an ever-evolving digital landscape.
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ENCY Robot
ENCY Software
Revolutionize robotic operations with precision, efficiency, and safety.
ENCY Robot is a comprehensive offline programming solution encompassing CAD, CAM, and OLP functionalities, designed to deliver highly accurate toolpath calculations, facilitate the creation of digital twins, and manage advanced kinematics across various robotic applications such as milling, welding, painting, additive manufacturing, and pick-and-place tasks.
It stands out as an all-inclusive package that integrates design, technology setup, and toolpath calculations while supporting robots with any kinematic configuration. Additionally, it optimizes robot kinematics to avoid singularities and ensure collision-free movements. The platform features a zero-code digital twin builder for creating robotic cells effortlessly and includes high-quality 3D models of robots and pre-defined postprocessors from leading brands.
By utilizing ENCY Robot, users can design and simulate robotic operations with safety and efficiency, significantly enhancing productivity and minimizing the need for manual intervention in intricate production settings. This innovative solution ultimately transforms how robotic processes are executed, leading to streamlined workflows and improved operational outcomes.
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Utilize your existing IoT, video, and enterprise application data directly from its original source, thus avoiding the complications of data reingestion or transfer. Boost your productivity through an automatically generated knowledge graph that connects your data sources with virtual representations of physical systems, facilitating accurate simulations of real-world environments. Enjoy an engaging 3D visualization of your operations and systems, which enables you to improve efficiency, increase production, and enhance overall performance. With AWS IoT TwinMaker, developers can easily create digital twins for real-world systems such as buildings, factories, industrial equipment, and production workflows. This robust toolset equips you to optimize building management, enhance production capacity, and improve equipment performance. Furthermore, by leveraging existing data from multiple sources, you can construct virtual models of any physical environment while marrying contemporary 3D designs with real-time data for deeper insights and improved operational efficiency. The integration of these technologies not only streamlines processes but also fosters innovation in how businesses manage their physical assets.
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iTwin Capture Modeler
Bentley
Transforming infrastructure projects with precise, high-resolution 3D modeling.
The iTwin Capture Modeler, developed by Bentley Systems, is a comprehensive desktop tool designed to generate engineering-ready reality data specifically for infrastructure projects. This versatile application empowers users to construct high-resolution 3D models, such as reality meshes, point clouds, and orthophotos, using standard images or LiDAR data, thus offering a precise digital environment crucial for design, construction, and operational tasks. Whether handling minor tasks or large-scale urban developments, the software features advanced tools like masks, water constraints, and retouching options to enhance the quality of reality data. It is available in both a standard version and an advanced iTwin Capture Modeler Center edition, the latter allowing for unlimited clustering to efficiently manage large projects. Additionally, it ensures seamless interoperability by accommodating a wide range of GIS formats, facilitating smooth integration into various workflows. Its extensive capabilities make the iTwin Capture Modeler an essential resource for industry professionals, enhancing productivity and accuracy in project execution. The robust features of this application are designed to meet the evolving needs of the infrastructure sector, further solidifying its position as a leading solution in the field.
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Contemporary supply chains must swiftly adapt to fluctuations in market demand and unexpected disruptions. Over the last two decades, the Atlas Planning Platform has played a pivotal role for top-tier companies in achieving this agility. This platform empowers digital twin functionalities for the actual supply chain, ensuring it is perpetually optimized through cutting-edge machine learning techniques and the latest advancements in artificial intelligence.
Automation and machine learning are critical components for enhancing digital supply chains. The AI and policy features of Atlas facilitate the autonomous execution of various tasks, streamlining operations significantly. By utilizing automated machine learning, Atlas can sift through vast datasets to pinpoint the most crucial insights. Moreover, the Atlas Planning Platform integrates both structured and unstructured planning data from diverse sources, including ERP systems, IoT devices, and market data. Our cohesive data model ensures that any changes are reflected consistently across all planning stages and levels of detail in your multi-enterprise supply chains, thereby maximizing efficiency and responsiveness. In this way, companies can better navigate the complexities of modern logistics and supply chain management.