S

Swan

Autonomous UAV navigation in GPS-denied environments

Overview

Swan develops autonomous systems for defense and industrial use. Its main products are unmanned aerial vehicles and software that let these drones navigate, map, and operate in GPS-denied environments while keeping electromagnetic emissions low. The software stack combines data from LiDAR, cameras, and inertial sensors to make real-time decisions, and it runs on C++, Python, and ROS-compatible frameworks to control autonomous navigation, perception, and mission execution. Swan differentiates itself by targeting GPS-denied, electromagnetically contested settings and emphasizing scalable, adaptable platforms that can be deployed across real-world robotic systems. It is backed by defense-focused venture capital and has been selected by the Pentagon’s Defense Innovation Unit for Project Artemis to develop long-range, one-way autonomous platform prototypes, signaling a goal to provide reliable, unmanned systems for military and industrial applications in challenging environments.

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About Swan

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Industries

Robotics & AutomationIndustrial & ManufacturingAI & Machine LearningDefense

Company Size

1-10

Company Stage

Seed

Total Funding

$6M

Headquarters

Pittsburgh, PA

Founded

2019

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Funding

Total Funding

$6M

Above

Industry Average

Funded Over

1 Rounds

Notable Investors:
Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$6M

Benefits

  • Health Insurance
  • Dental Insurance
  • Vision Insurance
  • Disability Insurance
  • Life Insurance
  • Paid Vacation
  • Paid Sick Leave
  • Health Savings Account/Flexible Spending Account
  • Commuter Benefits
  • Hybrid Work Options

Company News

Forbes
May 20th, 2025
Cinder Is A New American Autonomous Attack Drone

Highly fanciful artists impression of a one-way attack drone from DIU. No images of Cinder are. More available, DIUA new American long-range one-way attack drone called Cinder promises a game-changing new capability: precisely hitting distant targets, including tanks, at low cost.Drone makers Dragoon are teaming up with Teledyne FLIR OEM to offer this capability in their bid for a Pentagon project called Artemis. Unlike previous drones, Artemis seeks drones to operate in areas of intense radio-frequency jamming that knocks out GPS navigation and direct links to an operator. Also unlike previous drones, they will be bought in large numbers.“This is a groundbreaking development,” Art Stout, director of product management, artificial intelligence solutions, Teledyne FLIR OEM told me. “Fully autonomous operations are a viable solution for today’s GPS and RF-denied environments.”Project ArtemisIn March, the DIU announced that it has awarded contracts to four companies for long-range, one-way platforms for Artemis

The Business Journals
Aug 27th, 2024
Swan raises $6M from Andreessen Horowitz

A local autonomy startup, Swan, raised $6M in a seed round led by Andreessen Horowitz, initiated by Reinforced Ventures. Swan, founded by Dima Kislovskiy, focuses on autonomous solutions for defense. Euan Guttridge of Reinforced Ventures highlighted the significance of Andreessen Horowitz's involvement for the Pittsburgh region's autonomy cluster. The defense industry has shown increasing interest in the region's autonomous technology, especially for off-road and GPS-denied environments.

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