The AirLab at Carnegie Mellon University

What The AirLab at Carnegie Mellon University does

The AirLab at Carnegie Mellon University is a non-profit research laboratory embedded within the university's Robotics Institute, focused on advancing autonomy for intelligent robots operating in challenging, unstructured environments. Founded in 2010 and headquartered in the Squirrel Hill neighborhood of Pittsburgh, Pennsylvania, the lab is led by Research Professor Sebastian Scherer and employs approximately 38 people across faculty, systems scientists, PhD students, and administrative staff. Its research spans visual and multi-modal SLAM, LiDAR-inertial odometry, state estimation, motion planning, perception, and off-road autonomy for aerial and ground robots, with a particular emphasis on subterranean, off-road, and aviation applications.

AirLab's primary outputs are research artifacts rather than commercial products. The lab has released at least eight open-source datasets (TartanAir, TartanDrive, TartanDrive 2.0, TartanAviation, Amelia-48, TrajAir, ALFA, YCOR, plus a wire detection dataset) that have become reference benchmarks for SLAM, off-road driving, aviation trajectory analysis, and robot failure/anomaly research. It also publishes peer-reviewed papers in top venues such as RSS, ICRA, and IROS, with recent recognition including the ICRA 2025 Best Conference Paper Award for MAC-VO. Educational and community programs include the AirLab Summer School, Tartan SLAM Series, Tartan Planning Series, and recurring ICRA workshops, supported by a YouTube channel and a Discord SLAM community.

The lab's revenue model is institutional research funding routed through Carnegie Mellon University via grants from government agencies and research organizations; there is no commercial pricing, no customer base in the traditional sense, and no disclosed revenue figures. Its go-to-market is community-led: engage the global robotics research community through open research, open datasets, seminars, workshops, and summer schools, with outcomes measured in citations, awards, and adoption of its benchmarks rather than in commercial sales.

Name

The AirLab at Carnegie Mellon University

Legal name

The AirLab at Carnegie Mellon University

Website

https://theairlab.org

Company type

Private

Operating status

Operating

Headcount range

11–50 employees

Short description

The AirLab is an academic research lab within Carnegie Mellon University's Robotics Institute that develops SLAM, perception, and planning systems for autonomous aerial, off-road, and subterranean robots, serving the global robotics research community through open-source datasets, peer-reviewed publications, and seminars.

Ownership category

akta.pro rank

Headquarters

HQ city

Pittsburgh

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Others

Revenue model

1. Research Funding: Funded through Carnegie Mellon University via grants from government agencies and research organizations

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

The AirLab conducts fundamental and applied research on autonomous robot systems, with specialization in visual SLAM, off-road autonomy, perception, state estimation, and motion planning for aerial and ground robots. It distributes its research output through peer-reviewed academic publications, open-source research datasets (TartanAir, TartanDrive, TartanAviation, Amelia-48, ALFA, TrajAir), and educational programs including summer schools, seminar series, and workshops aimed at the global robotics research community.

Product overview

The AirLab at Carnegie Mellon University is a research laboratory within the Robotics Institute focused on advancing state-of-the-art autonomy for intelligent robots. Their portfolio consists of research datasets (TartanDrive, TartanAir, TartanAviation, Amelia-48, ALFA, TrajAir) that support self-supervised learning and SLAM research, educational programs including the AirLab Summer School and seminar series (Tartan SLAM Series, Tartan Planning Series), and academic workshops on off-road autonomy. The lab specializes in visual SLAM, off-road autonomy, motion planning, perception, and state estimation research, primarily serving the academic robotics research community rather than commercial customers.

Differentiator

Problem solved

Functional benefit

Products and services

• TartanDrive Dataset
• TartanAir Dataset
• TartanAviation Dataset
• Amelia-48 Dataset
• ALFA (AirLab Failure and Anomaly) Dataset
• TrajAir Dataset
• AirLab Summer School
• Tartan SLAM Series
• Tartan Planning Series
• ICRA 2024 Workshop on Resilient Off-road Autonomy

Quantifiable outcome

• MAC-VO paper won ICRA 2025 Best Conference Paper Award
• +2 more outcomes

Segments1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability10 records

Feature3 records

Partnerships

One partnership is on record.

• Carnegie Mellon University Robotics InstitutecoreOthersAirLab is part of CMU's Robotics Institute, one of the world's leading robotics research institutions. The institute provides academic infrastructure, funding, and collaboration opportunities.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Georgia Tech Institute for Robotics and Intelligent Machines: GT IRIM houses multiple labs working on autonomous aerial and ground vehicles, SLAM, and field robotics. Active participant in the same DARPA programs (e.g., SubT) where AirLab has been competitive.
• MIT Computer Science and Artificial Intelligence Laboratory (CSAIL): MIT CSAIL houses multiple research groups working on SLAM, perception, and autonomous robotics. It is one of the top academic peers to AirLab in producing foundational autonomy research and large-scale open datasets.
• ETH Zurich Autonomous Systems Lab: ETH ASL is a leading European robotics research group working on visual-inertial odometry, SLAM, and autonomous navigation across aerial and legged platforms — direct overlap with AirLab's SLAM and off-road autonomy work.
• Oxford Robotics Institute: Oxford's ORI conducts research on autonomous navigation, multi-modal perception, and SLAM across aerial and ground platforms. Comparable publication footprint and open-source dataset contributions.
• NASA Jet Propulsion Laboratory Robotics: JPL Robotics develops autonomous systems for space and subterranean exploration, including high-profile SLAM and off-road autonomy research. Direct thematic overlap with AirLab's subterranean and off-road programs.
• UC Berkeley BAIR (Berkeley Artificial Intelligence Research): BAIR's robotics sub-groups work on learning-based perception, planning, and off-road autonomy, often publishing in the same venues as AirLab (ICRA, RSS, IROS).
• Stanford Autonomous Systems Lab (ASL): Stanford ASL focuses on autonomous systems including aerial and ground robots in unstructured environments. Its research thrusts in SLAM, planning, and learning-based control closely overlap AirLab's portfolio.
• MIT Robust Robotics Group: The Robust Robotics Group researches state estimation, planning, and control for autonomous aircraft and ground vehicles. Their core focus on reliable autonomy in uncertain environments is a direct academic parallel to AirLab.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

• YouTubeyoutube.com/c/AirLab
• LinkedInlinkedin.com/company/the-air-lab-at-carnegie-mellon-university

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about The AirLab at Carnegie Mellon University