Neara is a Sydney-founded software company that builds physics-enabled digital twins of utility networks. By combining LiDAR, satellite imagery, sensor data, AI and engineering-grade physics simulation, it creates geometrically accurate 3D replicas of power grids so utilities can model how their assets behave under real-world stress - wildfires, floods, storms, heat and rising demand. The platform lets operators find spare grid capacity, mitigate risk, plan maintenance and connect renewables faster, often replacing months of manual field inspection with analysis that runs in minutes. In February 2026 Neara raised an AUD $90 million Series D, reaching a roughly AUD $1.1 billion valuation to become one of Australia's newest unicorns.
Revalue (Revalue Nature) is a London-based climate-tech company that develops high-integrity, nature-based carbon credits and builds the analytics platform behind them. Combining forest science, AI, remote sensing (satellite, drone and LiDAR), dynamic baselines and biodiversity monitoring, it partners with on-the-ground project operators and capital providers to design credits that avoid, remove and durably store CO2. Founded in 2022 and led by CEO Stuart Rowland, the company raised a $10M Series A in 2023 co-led by Ecosystem Integrity Fund and SJF Ventures.
Flash Forest is a Toronto-based reforestation company that uses drones, proprietary biological seed pods, aerial mapping, and machine learning to replant forests faster and cheaper than traditional hand-planting. Founded in 2019, it deploys aerial and ground-based systems to restore land degraded by wildfire and logging, and pairs planting with a forestry intelligence service that surveys and monitors forests. The company has planted more than 3 million trees and aims to reach one billion by 2028.
Scanifly is a New Jersey-based B2B software company that helps solar contractors design and survey photovoltaic systems using drone imagery, photogrammetry, and AI. Its cloud platform turns a five-minute drone flight or remote satellite/LiDAR data into a to-scale 3D model accurate to within 1-3 inches, then generates layouts, shading reports, and permit-ready plan sets. Contractors use it from pre-sale proposals through post-sale final design to cut survey and design time by as much as 90% and reduce costly change orders on install day.
TraceAir Technologies is a Seattle-based construction-technology company that turns drone and LiDAR data into a site-intelligence platform for land developers and homebuilders. Founded in 2015, its software captures ground surveys, runs cut-and-fill and earthwork analysis, generates stormwater and grading reports, and gives executives portfolio-wide visibility from land acquisition through vertical construction. The platform is used by many of the largest U.S. homebuilders, including D.R. Horton, Lennar, Howard Hughes and Meritage Homes, and raised a $25M Series B in 2024.
Lumotive is a Redmond, Washington optical-semiconductor company that turns beam steering into a chip. Its patented Light Control Metasurface (LCM) technology uses thousands of tunable liquid-crystal optical resonators etched into a CMOS die to steer light electronically - no moving parts - powering solid-state LiDAR, 3D sensing, and, soon, optical switching for AI data centers. Spun out of Intellectual Ventures and Bill Gates-backed metamaterials research, the company sells programmable beamforming chips like the LM10 to sensor and systems makers rather than building full LiDAR units itself.
MicroVision, Inc. (NASDAQ: MVIS) is a Redmond, Washington-based developer of lidar and perception technology built on more than three decades of MEMS laser beam scanning. Once known for pico-projection and its PicoP scanning engine used in consumer displays, the company has pivoted to become a supplier of automotive-grade and industrial lidar sensors - the MAVIN and MOVIA lines - plus perception software, targeting ADAS, autonomous vehicles, robotics, and a fast-growing security and defense business.
Integrated Projects is a New York-based building-intelligence company that turns any physical building into accurate as-built digital plans. Through its IPX platform, it pairs LiDAR reality-capture (SCANIT) with machine-learning-driven point-cloud-to-BIM conversion (BIMIT) to produce standardized LOD200-LOD300 BIM and CAD files that owners, architects, engineers and contractors can view, query, measure and share in a browser. The company's pitch is simple: before you can renovate what a building should be, you have to accurately document what it is.
PRENAV digitizes the world's critical infrastructure with drones, LiDAR, 3D analytics, and deep learning. Its web-based platform, PRENAV.XYZ, combines photogrammetry with AI to turn drone imagery into detailed 3D digital twins, then scans them for cracks, corrosion, and structural damage - resolving surface features smaller than 0.2mm. Founded in 2013 in Redwood City, the company replaces dangerous rope-and-scaffold inspections of cell towers, wind turbines, bridges, dams, and even nuclear reactors with automated, precise, GPS-independent drone flights.
Renoster is an Austin-based climate technology company that brought scientific rigor and radical transparency to the carbon markets. It began as an independent ratings agency - using LiDAR, satellite imagery, and AI to publicly review more than 200 nature-based carbon projects and over 500 million credits through its Mercury platform. Convinced that most existing credits fell short, the company pivoted from grading the market to fixing it, launching Apollo, an improved forest management program that helps small landowners in Maine store more carbon and generate high-integrity forest carbon credits.
Justin Dawe is the founder and CEO of Earth Force Technologies, a San Francisco climate-tech company building in-cabin sensor tablets and a web portal that give forestry operators real-time, tree-level guidance for wildfire prevention and forest restoration. A Stanford-trained engineer and Harvard MBA, he has spent more than two decades in climate and mobility ventures, including roles as CEO of Scoot Networks, VP of New Ventures at Bird, and founding CEO of C12 Energy. Earth Force has raised about $8.6M in seed funding from BOLD Capital Partners, Alley Robotics Ventures, and others.
RIIICO is a Düsseldorf-based deeptech startup turning LiDAR scans of real factories into intelligent, editable 3D models. Its AI segments and classifies every object on the shop floor, exports it as OpenUSD, and plugs into NVIDIA Omniverse and Siemens Tecnomatix so planners can redesign brownfield plants in a fraction of the usual time.
Mohammad Musa is the founder and CEO of Deepen AI, a San Jose company building the data engine for Physical AI - tools and managed services that handle collection, calibration, annotation, validation, and synthetic data for autonomous vehicles and robotics. A Santa Clara University-trained computer engineer who once ran launch readiness for Google Apps, Musa co-founded Deepen in 2017 and has spent nearly a decade arguing that machines, like people, need many senses working together to move safely through the world. He also teaches product management at his alma mater.
Nathan Schuett is the founder and CEO of PreNav, a Redwood City company that builds drones guided by computer vision to inspect the infrastructure most people never look at - cell towers, wind turbines, bridges, smokestacks. The idea started as a half-serious plan to fly coffee across a cafe and grew into a navigation system precise enough to fly a robot within centimeters of a steel structure without a GPS signal or an expert pilot. A Stanford computer-music graduate who detoured through video games and robotics, Schuett now also lists himself as founder of Forming AI, the next chapter of turning the physical world into analyzable 3D data.
Doxel is a Menlo Park-based construction technology company that uses computer vision and AI to automatically track what is actually being built on large, complex job sites. By turning 360-degree camera footage, drone imagery and LiDAR scans into objective progress data and comparing it against the schedule, budget and BIM model, Doxel gives owners and general contractors early warning on cost and schedule risk - often described as a 'Waze for construction.' It has tracked billions of square feet of work for Fortune 500 customers including Kaiser Permanente, Shell, HCA and major data center developers.
Tailos (formerly Maidbot) is an Austin, Texas robotics company building AI-powered autonomous cleaning robots for commercial spaces. Its flagship product, Rosie, is a self-navigating commercial robot vacuum that uses self-driving-car technology - LiDAR, 3D depth cameras, and proprietary SLAM - to clean hotels, multifamily buildings, and senior-living facilities with no pre-mapping or setup. The company's pitch is plain: automate the most repetitive, physically punishing parts of cleaning so housekeepers can do higher-value work, with operators saving roughly 54 minutes per labor hour.
Metalenz is a Boston-based deep-tech company that replaces stacks of curved glass lenses with a single flat, nanostructured semiconductor chip called a metasurface. Spun out of Harvard's Capasso Lab, it is the first company to mass-produce meta-optics, shrinking cameras and sensors for smartphones, biometrics, and 3D sensing. Its flagship Polar ID brings polarization-based, payment-grade face authentication to devices at a fraction of the size and cost of existing systems.
Luminar Technologies is an automotive lidar and perception company founded by teenage Thiel Fellow Austin Russell. It built 1550nm lidar sensors and software designed to give passenger cars, trucks and robotaxis long-range, high-resolution sight in the dark, winning production deals with Volvo, Mercedes-Benz and Polestar and partnerships with NVIDIA and Mobileye. After a 2020 SPAC debut at a roughly $3.4B valuation, mounting losses, a 2025 CEO ethics inquiry that removed Russell, and the loss of its anchor Volvo contract pushed the company into Chapter 11 bankruptcy in December 2025.
Austin Russell founded Luminar Technologies at 16, built lidar hardware in his parents' garage, dropped out of Stanford after three months on a Thiel Fellowship, and briefly became the world's youngest self-made billionaire at 25 when Luminar went public in December 2020. His company's 1550nm lidar sensors were integrated into production vehicles from Volvo and Mercedes-Benz, representing a rare case of autonomous vehicle hardware reaching mass-market cars. After a highly publicized attempt to acquire Forbes magazine fell through in 2023, Russell resigned as Luminar's CEO in May 2025 following a board ethics inquiry, and the company filed for Chapter 11 bankruptcy in December 2025.
Bedrock Robotics is a San Francisco startup retrofitting existing heavy construction equipment - excavators, dozers, articulated trucks - with an AI kit that turns them into 24/7 autonomous machines. Founded in 2024 by former Waymo leaders, the company raised a $270M Series B in February 2026 at a $1.75B valuation to scale its 'Bedrock Operator' platform across active job sites in the US.
DeepRoute.ai is a Shenzhen-headquartered autonomous-driving company building full-stack self-driving software, from Level-4 robotaxi systems to mass-market driver-assistance for production cars. Its DeepRoute IO 2.0 platform - powered by a 40-billion-parameter Vision-Language-Action (VLA) foundation model running on NVIDIA DRIVE AGX Thor - is being shipped by Great Wall Motor and a handful of other OEMs.
Kyle Moore is co-founder and Software Fellow at Pyka, the Alameda, California company building the world's largest commercially-approved autonomous electric aircraft. A self-taught programmer who started writing code at age 11 from rural Washington, Moore brought firmware and robotics expertise from Google X to help design Pyka's Pelican — a 1,320-lb autonomous electric aircraft now spraying crops across four continents and delivering cargo for the U.S. Air Force. Pyka has raised $95M in total funding and achieved back-to-back FAA authorizations for the largest uncrewed aircraft systems in U.S. commercial history.

Maxwell Zhou (周光) is the founder and CEO of DeepRoute.ai, a Shenzhen-based autonomous driving company he built from a 2019 conviction that AI could prevent traffic deaths. A Tsinghua-trained physicist turned AI PhD, Zhou led sensor fusion breakthroughs at Baidu and co-founded Roadstar.ai before pivoting to build what is now one of China's fastest-scaling third-party ADAS providers - deploying its end-to-end intelligent driving platform across 300,000+ vehicles and accumulating 1.3 billion kilometers of real-world data with over $500M in total funding.
Tom Eliaz is the Co-Founder and VP of Engineering at Bedrock Robotics, a San Francisco-based startup building autonomous systems for heavy construction equipment. With over two decades of software engineering leadership spanning robotics, cloud infrastructure, and AI, he previously led 100+ engineers at Twilio Engage, directed engineering at Segment through its $3.2B acquisition, and was an early cloud platform engineer at Anki. Before Bedrock, he also founded a healthcare technology company. At Bedrock - a $1.75B-valued company that raised $270M in Series B funding in February 2026 - Eliaz applies engineering depth to the problem of retrofitting excavators and heavy machinery with LiDAR, GPS, and AI software to run autonomously on construction sites 24/7.
Omni Design Technologies builds high-performance, ultra-low-power semiconductor IP - the data converters and mixed-signal blocks that move information between the analog and digital worlds. Its Swift family of ADCs, DACs and analog front-ends sits inside SoCs for AI infrastructure, 5G/6G, Wi-Fi 7, automotive lidar/radar, satellite links, and quantum control, fabricated on processes from 28nm down to advanced FinFET nodes.
Outsight builds Physical AI software that turns raw 3D LiDAR data into real-time, anonymous spatial intelligence - tracking people and vehicles inside airports, train stations, stadiums, factories and city streets without ever recording a face.
Polycam is a cross-platform 3D scanning and spatial AI company that turns iPhones, Android phones, and drones into professional reality-capture tools. Used by architects, game studios, forensics teams, and millions of hobbyists, it combines LiDAR, photogrammetry, and Gaussian splatting to make 3D capture as easy as taking a photo.
Seyond (formerly Innovusion) is a Sunnyvale-based maker of image-grade LiDAR sensors and perception software for autonomous vehicles, ADAS, smart infrastructure, robotics and industrial applications. Best known as the long-range LiDAR supplier behind NIO's ET7, ET5 and ES7, the company has shipped more than 250,000 Falcon units and is pushing solid-state designs into mass production.

Felix Fink is the co-founder and CEO of RIIICO, a German deeptech startup building AI-powered 3D factory digital twins using LiDAR point cloud data. Founded in 2021 out of RWTH Aachen University, RIIICO transforms physical factory floors into collaborative, predictive digital environments in a fraction of the time traditional modeling takes. The company raised a $5M seed round in 2025 led by Pi Labs, won the Siemens Inventors of the Year 2024 award in the Open Innovation category, and counts Volvo, Porsche, Volkswagen, and Schaeffler among its customers. Fink drives product strategy with a philosophy of combining startup agility with deep industrial knowledge.
Cédric Hutchings is a French serial entrepreneur and engineer who has spent two decades turning sensors into systems that change how the physical world gets understood. He co-founded Withings in 2008, building one of the first connected health companies from scratch to a €170M Nokia acquisition, then pivoted to co-found Outsight in 2019 - a Paris-based spatial intelligence company deploying 3D LiDAR software in airports, rail stations, and smart cities worldwide. Today, Outsight holds a $17.2M contract with Dallas Fort Worth Airport for the world's largest 3D LiDAR deployment, with installations at Charles de Gaulle and Rome Fiumicino airports among its growing portfolio.