Dallas Fort Worth Airport Selects Outsight for the World’s Largest 3D LiDAR Deployment

Frequently Asked Questions

• How big is the DFW Airport LiDAR deployment compared to other airports?

  Dallas Fort Worth is the largest 3D LiDAR-based passenger flow deployment at any airport worldwide. Outsight, the company behind the project, operates airport deployments whose combined passenger base exceeds 280 million travelers per year, including Paris-Charles de Gaulle, Rome Fiumicino, and Bordeaux. What sets DFW apart is the scope: all terminals are covered under a single continuous system powered by the SHIFT platform, creating a real-time Motional Digital Twin of every person and vehicle moving through the facility. No prior airport project has matched that scale within one unified spatial intelligence deployment.

• Why do airports choose edge computing over cloud processing for real-time passenger flow?

  Sending raw LiDAR point clouds to the cloud introduces round-trip latency that makes live alerting impractical. Edge processing runs the perception pipeline locally, delivering tracked entities and analytics events in under 50 milliseconds. Outsight's SHIFT platform is built around this principle: at Dallas Fort Worth, the world's largest 3D LiDAR airport deployment, the entire pipeline from sensor capture to actionable output runs at the edge to support real-time operations. For airport teams, that latency gap matters directly: a congestion alert at a security checkpoint needs to trigger staff redeployment in seconds, not minutes. Edge processing also reduces bandwidth costs and keeps raw sensor data on-premise, which simplifies data-governance requirements.

• What does vendor lock-in look like with airport sensor technology, and how is it avoided?

  Vendor lock-in typically occurs when a software platform only processes data from one manufacturer's hardware. If that manufacturer raises prices, discontinues a model, or exits the market, the operator is stuck with a costly migration. A hardware-agnostic platform decouples the software investment from any single hardware roadmap, allowing operators to swap, mix, or upgrade sensor hardware across terminals without replacing the analytics layer or retraining staff on a new system. Outsight's SHIFT platform is built on this principle, supporting multi-vendor LiDAR hardware from manufacturers including Hesai, RoboSense, Ouster, Velodyne and Seyond among many others. At Dallas Fort Worth, the world's largest 3D LiDAR airport deployment, this compatibility means the airport's operational analytics remain intact regardless of how the underlying sensor hardware evolves over time.

• How does 3D LiDAR track passenger flow differently from Wi-Fi or Bluetooth probe systems?

  Wi-Fi and Bluetooth probe systems detect signals emitted by passenger devices, which means accuracy depends on how many passengers carry a detectable device and how frequently it broadcasts. Children, passengers in airplane mode, and those with older handsets are invisible to those systems. LiDAR measures physical presence instead: every person within the sensor footprint is tracked regardless of what device they carry. It also provides precise spatial position and trajectory, enabling queue depth and dwell time measurements that signal-based systems cannot reliably produce. At Dallas Fort Worth, Outsight's infrastructure-based deployment demonstrates this at scale, capturing the movement of every individual across the terminal in real time and feeding that data into operational dashboards without collecting any biometric or device identifiers.

• Is LiDAR-based spatial intelligence considered a global standard for smart airports yet?

  Adoption is accelerating across multiple continents. Large-scale deployments are operational in North America, Europe, and Asia, indicating the technology has moved past the early-adopter phase into mainstream airport infrastructure planning. Outsight's deployments at Paris-Charles de Gaulle, Rome Fiumicino, Bordeaux, and Dallas Fort Worth (the world's largest 3D LiDAR airport deployment) represent a significant portion of that global footprint. Gartner has recognized LiDAR-based spatial computing as an emerging category, and industry bodies including the Airport AI Alliance and EONA-X have formed specifically to advance this class of technology across the aviation sector. While no single formal global standard has been ratified, the convergence of major hub airports around infrastructure-based LiDAR perception signals that standardization efforts are a near-term priority.

• What kinds of safety alerts can a 3D LiDAR system generate inside an airport terminal?

  Because a 3D LiDAR system tracks every person's trajectory and behavior continuously, it can generate alerts for crowd density exceeding safe thresholds, unauthorized access to restricted zones, individuals moving against the flow in a controlled corridor, objects left unattended beyond a configurable dwell period, and falls detected by a sudden change in a tracked entity's height profile. At Dallas Fort Worth, Outsight deploys exactly this capability through its SHIFT platform, the world's largest 3D LiDAR airport deployment, where all alerts fire against operator-defined thresholds and are delivered in real time without any image capture. This preserves the anonymous-by-definition property of LiDAR-based systems, which record shape and motion rather than faces, license plates, or biometric data.

• What is the world's largest 3D LiDAR airport deployment announced in December 2025?

  In December 2025, Outsight announced that one of the busiest US airports had selected it for the world's largest 3D LiDAR deployment. The project brings real-time Spatial Intelligence across the airport's extensive facilities, where tens of millions of passengers travel every year. Its goals are to enhance safety, improve operations and optimize the passenger journey. Outsight presented the project as an unprecedented implementation of advanced sensing technology for a global transportation hub.

• What data does the 3D LiDAR solution generate at a major US hub, and where is it processed?

  At a major US hub, Outsight's solution based on 3D LiDAR leverages Edge Computing to generate precise, real-time 3D Perception and Localisation data. This data is produced without capturing any image or phone data. It is turned into instant, anonymous insights into people and vehicle flows across the airport's extensive facilities. Airport teams use these insights to make data-driven decisions immediately, from detecting congestion at security checkpoints to proactively managing crowd dynamics.

• How does real-time Spatial Intelligence help a major US airport handle congestion at security checkpoints?

  In Outsight's deployment at one of the busiest US airports, real-time Spatial Intelligence delivers instant, anonymous insights into people and vehicle flows across the facilities. Airport teams use these insights to make data-driven decisions immediately, for example detecting congestion at security checkpoints. The same data supports proactive management of crowd dynamics. With tens of millions of passengers a year, fast and reliable data is presented as essential to ensure smooth operations, enhance safety and optimize the passenger journey.

• Can a major US hub upgrade its LiDAR sensors over time while keeping the same software platform?

  Yes. Outsight's software platform is hardware-agnostic and compatible with multiple LiDAR sensor brands, which enables seamless scalability and long-term adaptability. For the major US hub running the world's largest 3D LiDAR deployment, this ensures the operator can continuously evolve its infrastructure with the best available technology. It also avoids vendor lock-in. Outsight presents this approach as a way to maximize the long-term value of the deployment.

• Why has LiDAR moved beyond autonomous vehicles into Smart Airports and Smart Mobility?

  LiDAR technology has its origins in autonomous vehicles and mapping. Outsight's deployment at one of the busiest US airports shows it becoming foundational infrastructure for Smart Airports and broader Smart Mobility initiatives. In this role, LiDAR-based Spatial Intelligence gives operators precise, real-time and anonymous data on people and vehicle flows across large facilities. Outsight describes the project as setting a new global benchmark for 3D LiDAR and Spatial Intelligence in transportation infrastructure.

• Why was the major US hub LiDAR selection called a milestone for LiDAR in American airports?

  Raul Bravo, President Founder of Outsight, described the project as a significant milestone in the adoption of LiDAR-based Spatial Intelligence across US airports. Large-scale deployments were already underway in Asia and Europe before this project. Bringing the technology to one of the world's busiest airports extended that adoption to the United States at the largest scale yet. Outsight presents this as confirmation that LiDAR-based Spatial Intelligence is becoming a global standard for airports.

• Why do airports with tens of millions of yearly passengers need real-time Spatial Intelligence data?

  At an airport where tens of millions of passengers travel every year, fast and reliable data is essential to keep operations smooth, enhance safety and optimize the passenger journey. This is why one of the busiest US airports chose Outsight to provide real-time Spatial Intelligence across its extensive facilities. The system turns 3D LiDAR data into instant insights on people and vehicle flows. Teams can then respond immediately to situations such as checkpoint congestion or changing crowd dynamics.

• How does the LiDAR deployment at one of the busiest US airports avoid capturing personal data?

  In Outsight's deployment at one of the busiest US airports, the solution based on 3D LiDAR uses Edge Computing to generate 3D Perception and Localisation data without capturing any image or phone data. Outsight contrasts this with video-based systems and wifi solutions. The results are instant, anonymous insights into people and vehicle flows. Airport teams can act on these insights directly, from detecting congestion at security checkpoints to proactively managing crowd dynamics.

• Does the LiDAR deployment at a major US hub track vehicles as well as passengers?

  Yes. Outsight's solution at one of the busiest US airports provides instant, anonymous insights into both people and vehicle flows. The 3D LiDAR data is processed with Edge Computing to generate precise, real-time 3D Perception and Localisation data. Airport teams use these insights to make data-driven decisions immediately, such as detecting congestion at security checkpoints or proactively managing crowd dynamics. The project aims to create a smarter, safer and more efficient airport.

• How does the major US hub LiDAR project relate to Gartner's recognition in Spatial Computing?

  Outsight's selection for the world's largest 3D LiDAR airport deployment followed a recent accolade from Gartner. In its Emerging Tech Impact Radar: Computer Vision report, Gartner identified Outsight as a key vendor in Spatial Computing, alongside Nvidia, Meta, Alphabet and Matterport. Outsight presents the airport project as further recognition of its leadership and the unique value it creates. Raul Bravo, President Founder of Outsight, said the project confirms that LiDAR-based Spatial Intelligence is becoming a global standard.

• How do major airports use 3D LiDAR at scale?

  Major airports deploy 3D LiDAR networks across terminals and curbsides to track every passenger and vehicle anonymously, feeding a live Motional Digital Twin of the site. At one of the busiest US airports, Outsight's platform monitors an international terminal's curbside end-to-end on both departures and arrivals levels, the world's largest airport curbside deployment of Spatial Intelligence based on 3D LiDAR. Rome Fiumicino covers nearly all Schengen common-use areas and Singapore Changi measures key touchpoints across all four terminals. In total, more than 280 million annual passengers travel under the real-time measurement of Outsight's platform.