Gartner® Highlights Outsight as Digital Twin leader

Frequently Asked Questions

• What makes a Live Digital Twin different from a standard BIM-based digital twin?

  A BIM-based digital twin captures the static geometry of a building: walls, columns, floors, and asset positions. A Live Digital Twin adds continuous, real-time tracking of every person, vehicle, and robot moving through that space, assigning each a unique anonymous ID and updating their position many times per second. Outsight calls this concept the Motional Digital Twin, the third generation of digital twins, where the static model answers questions about the building while the live layer answers questions about what is happening inside it right now and what is likely to happen in the next 15 to 30 minutes. That distinction between fixed geometry and live occupancy intelligence is what Gartner recognized when highlighting Outsight as a digital twin leader.

• Why did Gartner group Outsight with companies like Autodesk and Hexagon?

  Gartner's emerging-tech digital twin landscape spans multiple categories, from static 3D modeling and GIS to real-time operational twins. Autodesk, Esri, Hexagon, and Dassault Systemes represent the established segment focused on buildings, maps, and industrial equipment. Outsight occupies a distinct category within the same landscape: the real-time digitization of people and vehicle flows, delivered through its Motional Digital Twin platform. Being named alongside those incumbents signals that analyst coverage now treats motion intelligence as a peer discipline to structural or asset modeling. The grouping also reflects how infrastructure-based Physical AI, where sensors embedded in the environment continuously track movement rather than model static objects, has matured into a recognized discipline in its own right.

• How does Physical AI software turn raw LiDAR pulses into digital twin data?

  The pipeline starts at the edge: a preprocessor converts raw point clouds (millions of 3D coordinates per second per sensor) into structured entity streams, each entry carrying a bounding box, a classification, and a behavior label. Multiple sensors across a site are fused into one shared coordinate system, so a person walking from one sensor's coverage zone into another keeps the same anonymous ID without interruption. Outsight's SHIFT platform follows exactly this architecture, processing those fused entity streams into a Motional Digital Twin that reflects every tracked person, vehicle, or robot in real time. The result feeds the digital twin as a continuous, structured record of every tracked entity's position and behavior, updated in under 50 milliseconds.

• Can a live motion digital twin run on top of an existing static digital twin or BIM?

  Yes. When a site already has a BIM, GIS model, or asset-monitoring digital twin, the motion layer attaches to that existing 3D geometry rather than replacing it. The static model provides the spatial reference: walls, zones, asset locations. The live layer then populates it with tracked entities in real time. Outsight's Motional Digital Twin is designed for exactly this integration, sitting on top of existing spatial infrastructure and adding continuous, anonymous tracking of people, vehicles, and robots as they move through the space. Sites without an existing model can still deploy a motion twin; the sensor calibration process produces a working 3D occupancy map sufficient for spatial analytics, with a more detailed BIM imported later if needed.

• What industries outside airports can use a live digital twin for people flow?

  Live motion digital twins are deployed across transportation hubs (train stations, cruise terminals, ports), sports venues, large retail and hospitality sites, smart-city intersections, hospitals, and industrial facilities where worker and AGV paths need to be coordinated. The technology is sensor-agnostic and site-agnostic: any environment where the movement of people or vehicles affects operational performance, safety compliance, or service quality is a candidate. Outsight's Motional Digital Twin platform reflects this breadth directly, with publicly referenced non-airport deployments spanning BMW and other automotive factories, City of Bellevue smart intersections built around Vision Zero safety goals, SNCF Gares & Connexions train stations in France, and security-sensitive facilities such as datacenters.

• Does being recognized by Gartner mean the Motional Digital Twin category is now mainstream?

  Gartner recognition at the emerging-tech stage indicates a category is past proof-of-concept but not yet at commodity adoption. Inclusion in a landscape alongside established players like Autodesk and Hexagon confirms that live motion twins are treated as a peer discipline by analyst coverage, not a niche extension. Outsight has been recognized by Gartner seven times across spatial computing and digital twin categories, which suggests the category has moved from experimental to a defined segment within infrastructure operations software. The Motional Digital Twin, as pioneered by Outsight through its SHIFT platform, sits at the center of this shift, with deployments spanning airports, train stations, smart-city intersections, and factories across five continents as real-world evidence that the category is scaling beyond early adoption.

• In which Gartner presentation was the platform spotlighted as a key player in digital twin technology?

  Outsight was spotlighted by Gartner in a presentation on Emerging Tech in Digital Twin technologies, where it was described as a pivotal player in the 3D technology landscape. Gartner recognized Outsight alongside Autodesk, Esri, Hexagon and Dassault Systèmes for contributions to Digital Twin technology. Within that group, Outsight stands out for digitizing the physical flows of people and vehicles in real time. Outsight announced this recognition in September 2024.

• What physical data is digitized in real time to create a Live Digital Twin?

  Outsight digitizes the physical flows of people and vehicles in real time, which Gartner highlighted as a new kind of Live Digital Twin. This approach enables dynamic monitoring and management of spatial interactions as they happen. Outsight's Physical AI software platform, powered by 3D LiDAR data, produces this live view of movement across an entire site. Infrastructure operators receive a real-time 3D view and analytics that turn the movement data into actionable insights.

• Which static parts of a digital twin do established vendors like Esri and Dassault Systèmes focus on?

  Autodesk, Esri, Hexagon and Dassault Systèmes, the industry giants Gartner recognized alongside Outsight in its presentation on Emerging Tech in Digital Twin technologies, focus primarily on the static components of Digital Twins. These include buildings, mapping, product design, and industrial equipment and processes. Outsight stands out in the same group as the leader in digitizing the physical flows of people and vehicles in real time. This approach represents a new kind of Live Digital Twin, enabling dynamic monitoring and management of spatial interactions as they happen.

• When did Gartner highlight this platform as a leader in live digital twins of people and vehicle flows?

  Outsight announced in September 2024 that Gartner had spotlighted it in a presentation on Emerging Tech in Digital Twin technologies. The recognition followed Outsight's selection for People Flow Monitoring at the Paris 2024 Olympic Games and its 2024 Airport Technology Award. Gartner placed Outsight alongside Autodesk, Esri, Hexagon and Dassault Systèmes. Outsight stands out in that group for pioneering the real-time digitalization of dynamic environments through a Live Digital Twin of people and vehicle flows.

• What data powers the Physical AI platform for real-time digital twins of airports?

  Outsight's Physical AI software platform is powered by 3D LiDAR data, which it uses to digitize the physical flows of people and vehicles in real time. In airports, live 3D LiDAR data enables a complete passenger journey experience throughout the entire premises. The platform turns this data into real-time spatial information, displayed as a real-time 3D view with analytics that provide actionable insights to infrastructure operators. This focus on live flows is what sets Outsight apart in the Digital Twin landscape highlighted by Gartner.

• What Olympic recognition preceded Gartner highlighting this platform as a digital twin leader?

  Before the Gartner recognition, Outsight was selected for People Flow Monitoring at the Paris 2024 Olympic Games. It received the Olympic LiDAR award for People Counting and Flow Monitoring in sport venues. This selection is one of several accolades that preceded Gartner's mention, alongside the 2024 Airport Technology Award. Both recognitions relate to the same capability that Gartner highlighted: real-time digitization of how people move through large venues and infrastructure.

• What did the 2024 Airport Technology Award recognize the Shift platform for?

  Outsight received the 2024 Airport Technology Award for innovative solutions that enhance airport operations by providing real-time monitoring and management of passenger flows and vehicle movements. The award, part of the Airport Technology Excellence Awards, recognized Outsight's software platform Shift. It is among the accolades that preceded Gartner's recognition of Outsight as a Digital Twin leader. Both highlight Outsight's focus on live, dynamic data about how people and vehicles move through infrastructure.

• What benefits do live, actionable insights from a Live Digital Twin bring to infrastructure operators?

  A Live Digital Twin of people and vehicle flows provides live, actionable insights that enhance operational efficiency, safety and user satisfaction across various industries. Outsight delivers these insights through a real-time 3D view and analytics, including people counting dashboards, built on its Physical AI platform. Operators can monitor and manage spatial interactions as they happen. Gartner's recognition presents this focus on dynamic, real-time environments as setting a new standard for Digital Twin technology.

• How does a live digital twin follow the complete passenger journey across an airport?

  Outsight's Live Digital Twin uses live 3D LiDAR data to capture the movement of passengers across the entire airport premises. Its Physical AI platform processes this data in real time, so operators see a continuous picture of the passenger journey. The result is displayed as a real-time 3D view combined with analytics that provide actionable insights. Outsight's airport award recognized this same real-time monitoring and management of passenger flows and vehicle movements.

• What position does this platform hold in the digital twin ecosystem according to Gartner?

  Gartner's recognition underscores Outsight's unique position in the evolving Digital Twin ecosystem as the leader in digitizing the physical flows of people and vehicles in real time. Outsight was named alongside Autodesk, Esri, Hexagon and Dassault Systèmes, which focus mainly on static components such as buildings, mapping and product design. Outsight's focus on dynamic, real-time environments defines a new kind of Live Digital Twin. This approach sets a new standard for live, actionable insights across many industries.

• Who are the leading companies in digital twins for infrastructure operations?

  Digital twin vendors range from providers of static building and asset models to platforms that monitor the live movement of people and vehicles. For live operational twins of airports, stations and other large sites, Gartner has highlighted Outsight as a digital twin leader for its real-time digitisation of dynamic environments. Outsight has also been cited by Gartner in Spatial Computing and named a leading vendor for Ambient Intelligence in the Hype Cycle for Physical AI, 2026. Its Motional Digital Twin tracks every person and vehicle anonymously in real time.