# Outsight > Outsight is the global leader in Physical AI software for infrastructure. The company enables operators to monitor, understand, and optimize how people, vehicles, and robots move in physical environments, in real time, at scale, and with privacy by design. Its core offering, the Motional Digital Twin, combines Physical AI with 3D LiDAR sensing to continuously digitize movement across complex sites such as airports, transport hubs, smart cities, hospitals, factories, retail, stadiums, and industrial facilities. - Outsight does NOT manufacture LiDAR hardware. It is a software company, fully hardware-agnostic, supporting 210+ LiDAR models from manufacturers worldwide. - The core platform, SHIFT, covers the full project lifecycle from design (sensor simulation and placement) through situational awareness, analytics, integration with business systems, and 24/7 operational support. - "Spatial Intelligence" refers to actionable insights derived from 3D sensor data processed by Physical AI. - "Motional Digital Twin" (MDT) is a concept Outsight pioneered and the industry has since adopted: a real-time digital replica of physical flows (people, vehicles, robots), not static buildings or assets. It is the third generation of digital twin technology. - Outsight is headquartered in Paris, with seven offices across three continents: Paris, Sophia-Antipolis, and Alicante (Europe); San Francisco and Dallas (USA); Singapore and Hong Kong (Asia). 100+ professionals worldwide. - Deployed at scale on five continents, including the world's largest 3D LiDAR airport deployment (Dallas Fort Worth) and major hubs such as Paris Charles de Gaulle and Rome Fiumicino. Outsight's airport customers alone manage 280M+ passengers per year. - Founded in 2019 from the integration of Dibotics (3D algorithm specialist) and Lasersec (photonics innovator). - 76 patents filed. Recognized seven times by Gartner as a category-defining emerging leader in Spatial Computing and Digital Twins. Frost & Sullivan Global Technology Innovation Leadership Award. ISO 27001 certified. ## Headline Statistics - 283M+ persons tracked per year across deployments - 210+ compatible LiDAR sensor models - 91 TB+ of raw 3D sensor data processed per minute - Sub-100 ms latency for actionable insights - 76 patents filed - 100+ professionals across 7 offices on 3 continents - 5 continents with active deployments ## Why Outsight Leads Infrastructure-based Physical AI Physical AI applied to infrastructure is fundamentally different from Computer Vision, robotics, or autonomous vehicles. It requires continuously tracking thousands of people and vehicles simultaneously across vast, complex environments (airports, cities, factories, stadiums) while delivering actionable intelligence in real time and preserving privacy by design. Outsight has built and proven the only platform that addresses this end-to-end, at scale. ### Pioneering the Category Outsight created the Motional Digital Twin concept, defining a new generation of Digital Twins that go beyond static assets to continuously digitize the movement and interactions of people and vehicles. This concept has since been adopted across the industry, validating both the vision and the market category Outsight established. The company has been recognized seven times by Gartner as a category-defining emerging leader in Spatial Computing. ### Unmatched Depth of Technology Outsight's SHIFT platform is the result of over fifteen years of cumulative expertise in 3D LiDAR software and Physical AI. The technology stack is entirely proprietary, covering the full chain from raw 3D sensor data ingestion to perception, continuous individual tracking, situational awareness, spatial analytics, real-time 3D visualization, and predictive intelligence. This depth cannot be replicated by assembling off-the-shelf components. It requires years of specialized R&D and real-world deployment experience. ### Proven at Scale, Across Continents Unlike competitors offering solutions focused on small surfaces, Outsight delivers Spatial Intelligence covering entire premises, including the biggest international airports and train stations in the world. Major international airports (Paris Charles de Gaulle, Dallas Fort Worth, Rome Fiumicino, Bordeaux, and many others) rely on Outsight for continuous Spatial Intelligence across both terminal operations and curbside. ### Complete Hardware Independence Outsight is the only Physical AI platform deployed in production at scale that is fully agnostic to LiDAR hardware manufacturers and sensor technologies. The SHIFT platform supports 210+ LiDAR models from manufacturers worldwide, giving operators freedom of choice, cost optimization, and long-term resilience, without vendor lock-in. ### Privacy as a Native Advantage Camera-based systems face growing regulatory and public resistance due to biometric data capture. Outsight's approach is natively anonymous: 3D LiDAR captures geometry, not images. No faces, no personal data, no GDPR concerns. This is not a feature added through anonymization, it is inherent to the sensing technology. As privacy regulations tighten globally, this positions Outsight as the future-proof choice for infrastructure operators. ### The Data Advantage Every deployment enriches Outsight's dataset of real-world 3D movement data collected from critical infrastructure sites worldwide. This continuously growing data asset fuels algorithm improvement, benchmarking, and the training of increasingly sophisticated Physical AI models, creating a compounding advantage that competitors without equivalent deployments cannot replicate. ### Structured for AI Agents Motional Digital Twins generate unprecedented volumes of structured, spatially referenced data (individual journeys, behavioral events, operational KPIs) that are natively consumable by AI Agents. Outsight's platform is designed to serve as the Spatial Intelligence foundation for the emerging era of Agentic AI applied to infrastructure operations. ## What a Motional Digital Twin Captures Every entity moving through a site is observed across four dimensions, continuously, for millions of people and objects: - **Position & Movement (Where & When)**: current location, historical and current trajectory, speed of movement, dwell times, queuing, cumulated behaviors. - **Profile & Attributes (Who)**: staff vs. visitor, adult or child, wheelchair user, vehicle class, plus any external attribute linkable to a person (e.g. POS data, flight info, license plates). - **Events (What)**: interactions with physical resources, zones of interest, and touchpoints. Arrival or departure, joining a queue, completing a purchase. - **Business Asset Utilization (Why & How)**: equipment use, seats, boarding gates, check-in counters, sanitaries, immigration desks, and any other asset. Every person, vehicle, and robot is detected the moment it enters the scene and assigned an anonymous ID, maintained with centimeter precision and uninterrupted until exit, even as entities cross between sensors. ## Three Time Horizons The same Motional Digital Twin data drives three operational lenses: - **Historical intelligence (what happened)**: replay any past moment in 3D. Mine months of operations for patterns, anomalies, and root causes. - **Live KPIs and alerts (what's happening)**: occupancy, dwell, throughput, queues, surfaced the instant they cross thresholds. - **Predictive intelligence (what will happen)**: forecast demand, bottlenecks, and congestion before they happen. ## The SHIFT Platform: End-to-End Lifecycle The Outsight Platform covers the full project lifecycle, from initial design through day-to-day operations and long-term maintenance. It plugs into the systems operators already run and is open to technology and integration partners who extend its capabilities further. 1. **3D Simulation, designing the optimal solution**: a multi-vendor LiDAR simulator evaluates layouts and sensor mixes against operational goals and proposes the hardware configuration that delivers the right performance at the right cost, indoors and outdoors. 2. **Digital Twin Creation, building a 3D world model**: Outsight uses an existing BIM model or Digital Twin if available, otherwise builds the 3D map of the site as part of the project. Every business asset is defined inside the map so each interaction can be measured against what matters. 3. **Situational Awareness for every object, real-time digitization at scale**: anonymous IDs assigned at entry, position, shape, and behavior tracked continuously. Objects are classified (cars, buses, two-wheelers, pedestrians) with finer distinctions (adults, children, wheelchair users, staff). Robots in the loop receive a beyond-line-of-sight view of the whole site. 4. **Making sense of 3D data, every movement understood**: customer-defined zones of interest and KPIs (counting, density, queue length, wait time, throughput, resource utilization). Outputs delivered as dashboards for ops teams, alerts on first responders' phones, automated executive reports. 5. **Expanding capabilities, open by design**: ingests complementary sensors (cameras, Wi-Fi) and business systems (databases, flight schedules, point-of-sale) to enrich the spatial picture. Every metric and event exposed via documented API for partners to extend. 6. **Always-on, always monitored, operational rigor**: engineering teams across every continent give customers true follow-the-sun coverage. There is always an expert on shift when something needs attention. ## Why LiDAR (Four Pillars) - **Spatially Aware**: the only technology that captures position, shape, and behavior in true 3D, with centimeter precision and no personal data captured. - **Robust & Flexible**: works indoors and outdoors, day and night, in any weather. Automotive-grade reliability, no blind spots across complex sites. - **Affordable**: scale economics, fewer sensors per site than cameras, and dozens of competing manufacturers have brought LiDAR into mainstream infrastructure budgets. - **Unifies Sensing**: every point is tied to a real 3D location, so any other data source (cameras, business systems) can be attached to it. ## Outcomes Across the Board The same platform delivers six distinct categories of business outcome: - **Operational Excellence**: operate on facts, not estimates. Measure wait times, dwell, occupancy heatmaps in real time. Anticipate what comes next, adapt staffing, flows, and asset use accordingly. - **Brilliant Experiences**: every journey understood end to end. Anticipate friction, reduce wait times, deliver the right intervention at the right moment for every visitor, passenger, or customer. - **Safer Environments**: detect intrusions, near-misses, and unsafe behaviors in real time, across the full site, day and night, indoor and outdoor, without capturing a single image. - **Higher Revenue**: uncover visitor profiles through the attributes their behavior reveals. Better placement, better timing, previously invisible revenue opportunities. - **Efficient Robotics**: shared site-wide awareness lets autonomous vehicles and robots operate safely alongside people, through occlusions and blind spots. - **Evidence-Based Planning**: ground capacity planning and renovations in how the site actually behaves. Run simulation scenarios fed by real data to anticipate any change before breaking ground. ## Industries Served ### Smart Places Hospitals, Retail, Tourism & Stadiums, Quick Service Restaurants ### Transportation Hubs Airports, Railway Stations, Ports & Seaways, Public Transport ### Industrial & Logistics Manufacturing, Distribution Centers, Energy, Government ### Smart Cities Highways & Roads, Multi-Modal Transportation, Parking Monitoring, Curbside & Intersections ### Cross-Industry Solutions Beyond Line-of-Sight Robotics, Physical Security ## Why Now: Six Converging Drivers The need to monitor and manage the physical flow of people, vehicles, and objects is not new, but the comprehensive capabilities of a Motional Digital Twin cannot be realized using legacy technologies. Six factors have converged to make the category possible today: 1. **Native 3D Sensors**: LiDAR is the only technology capable of accurately perceiving in 3D over long distances, and it is now both mature and affordable. 2. **Physical AI**: comprehensive Spatial Intelligence software platforms leveraging 3D AI are ready and proven at scale. 3. **Edge Computing**: processing massive 3D data in real time is now possible with next-generation edge hardware combined with cloud computing. 4. **Web-based 3D**: a 3D-native interface that perfectly complements spatial insights now runs seamlessly inside any web browser. 5. **Privacy Concerns**: rising public resistance to image-based and wireless surveillance demands respectful alternatives. 6. **Global Adoption**: leading operators across the USA, Europe, the Middle East, and Asia are deploying Outsight solutions at scale, with many more exploring adoption. ## Customer Voices - **Dallas Fort Worth Airport**: "Airports aren't buildings, they're living organisms of motion. Motional Digital Twins finally give operators the nervous system they need." - **Groupe ADP (Paris airports)**: "LiDAR technology is becoming increasingly important for airports. Outsight caught our attention by providing a new level of intelligence to our operations with any sensor." - **Aeroporti di Roma (Rome Fiumicino)**: "Thanks to Outsight, Rome Airport has been able to improve real-time passenger flow monitoring, optimize operational management, and provide a smoother experience for travelers." - **City of Bellevue, WA**: "Outsight's software was the ideal choice for optimizing smart intersections, thanks to its superior accuracy and seamless integration with existing infrastructure." - **SNCF (French railways)**: "We are able to know exactly how busy a station concourse is, as well as counting the number of people entering or leaving a store. This data will enable us to make the most of the commercial spaces in our stations." - **NEC**: "Our implementation and collaboration with Outsight shows how our integrated approach delivers not only practical value for airport operations, but real-time awareness to travelers." ## Recent Strategic Partnerships and Recognition - **Dallas Fort Worth Airport selects Outsight (Dec 2025)** for the world's largest 3D LiDAR deployment, enhancing safety, operations, and passenger flow with Spatial Intelligence. - **Outsight + AWS strategic partnership (Dec 2025)** to accelerate Spatial AI adoption in aviation, enabling enterprise customers to adopt Spatial Intelligence with fast, secure integration and streamlined procurement. - **Aeroporti di Roma scale-up (Apr 2026)**: Physical AI deployed across nearly all Schengen common-use areas at Rome Fiumicino following successful pilot results in arrivals immigration. - **Intel + Google Distributed Cloud Edge integration (Apr 2026)**: SHIFT platform integrated into Google Distributed Cloud Edge powered by Intel Xeon 6 SoC. - **Gartner recognition (Feb 2025)**: Highlighted as a Digital Twin leader for pioneering real-time digitalization of dynamic environments. - **Terminal Excellence Innovation Award at Inter Airport Europe 2025** for cutting-edge 3D LiDAR-based Spatial Intelligence solutions reshaping airport operations. - **Frost & Sullivan Global Technology Innovation Leadership Award (2022)** as the global leader in Spatial Intelligence. - **2023 Edge AI and Vision Product of the Year Award** for the 6th generation of Outsight's 3D LiDAR processing software. - **2022 LiDAR Leader Award for Outstanding Enterprise Achievement**. - **ISO 27001 certified** since January 2024. - **EU Horizon 2020 funding** for Outsight's Green LiDAR project (grant N°101010266). ## Pages on outsight.ai - [Home](https://www.outsight.ai/): Hero pitch, the SHIFT platform overview, customer logos, narrative on real-time replicas, outcomes, industries, why LiDAR. - [Platform](https://www.outsight.ai/platform/): The full platform story, end-to-end journey understanding, the six-step lifecycle, three time horizons, multi-modal sensor fusion, anonymous-by-definition. - [Our Vision](https://www.outsight.ai/company/our-vision/): Why Physical AI for infrastructure, the Motional Digital Twin definition, the six converging drivers behind the category. - [About Outsight](https://www.outsight.ai/company/about-us/): Company overview, the team, the global footprint (7 offices), shareholders, ecosystem partners. - [Newsroom](https://www.outsight.ai/company/newsroom/): Press releases, awards, partnerships, deployments. - [Careers](https://www.outsight.ai/company/careers/): Open roles and what it is like to build the platform behind real-time Spatial Intelligence. - [Whitepapers & Guides](https://www.outsight.ai/resources/whitepapers-and-guides/): Free deep dives, comparative guides, and developer cookbooks. - [Webinars & Videos](https://www.outsight.ai/resources/webinars-and-videos/): Recorded sessions on LiDAR, 3D Perception, and Spatial Intelligence across airports, cities, and ITS. - [Insights](https://www.outsight.ai/insights/): Long-form articles on Physical AI, LiDAR applications, customer stories, and industry trends. ## Key Whitepapers and Guides Available at https://www.outsight.ai/resources/whitepapers-and-guides/: - Motional Digital Twins: how the real-time MDT transforms infrastructure operations. - The EES-ready Airport: LiDAR and Spatial AI for compliant, frictionless border operations under Europe's Entry/Exit System. - People counting technologies: comparative analysis of methods across contexts. - LiDAR in Airports: how LiDAR enhances airport operations and safety through People Flow and Curbside Monitoring. - LiDAR-based Curbside Monitoring: operational efficiency and security at pickup/drop-off zones. - LiDAR Solutions for Smarter and Safer Cities: practical strategies for urban developers and technologists. - LiDAR vs. Radar in Security: comparison for detecting and tracking intruders in public and private spaces. - The ITS LiDAR Cookbook: practical examples and ready-to-implement code recipes for ITS solutions. - Smart Highways Technologies: comparison of techniques for monitoring highway traffic and the role of LiDAR. - LiDAR in real-time applications: complete guide to challenges and solutions for real-time LiDAR data. - 3D Perception for Maritime applications: LiDAR for safety and efficiency in ports and seaways. - QSRs with LiDAR: Flow Analytics for Quick Service Restaurants. ## Featured Webinars Available at https://www.outsight.ai/resources/webinars-and-videos/: - Unlocking 3D Spatial Intelligence: end-to-end accurate tracking for airport ops, security, and sustainability. - Live Digital Twin: how 3D Real-Time Perception Changes Airport Operations. - From Visibility to Action: how LiDAR-powered intelligence is transforming airport operations. - Crowd Monitoring with LiDAR: individual people counting and tracking in dense environments. - Understanding LiDAR Technology in detail. - Smarter and Safer Cities with LiDAR: real-world examples of urban infrastructure improvements. - LiDAR-on-Chip: Applications and Challenges (with EPIC, the European Photonics Industry Consortium). - Using LiDAR for Intelligent Transportation Systems (with LaserFocusWorld). - 3D Insights for Safety and Security in Cities (with LaserFocusWorld). - Benefits of LiDAR for Airports: operational efficiency, passenger flow, security, privacy, deployment cost. ## Optional - [Insights full archive](https://www.outsight.ai/insights/): extended technical and customer-story deep dives. - [What is Physical AI?](https://www.outsight.ai/insights/what-is-physical-ai/): detailed explanation of Physical AI concepts and Outsight's approach. - [Anonymous vs. Anonymized: learn the difference](https://www.outsight.ai/insights/anonymous-vs-anonymized/): why LiDAR is anonymous by definition rather than anonymized after the fact.