The Autonomous Drone
Platform — Proven in Closed Loop.
We benchmarked 25 vision-language models across 10,200 flight trials — every one lost to a drone that just hovered. Astral is the open-source autonomy stack, and the published research, built on the architecture that finally beat it.
Natural language mission control, try it in our simulator
Dispatch and drone
reports appear here.
Our simulator is open source and available on GitHub.
Research-grade autonomy
We benchmarked 25 vision-language models across 10,200 closed-loop flight trials — every one lost to a drone that just hovered. That result is why we build the way we do: we publish on the metric gap in vision-language navigation, modular architectures that separate semantics from geometry, swarm sensing requirements at scale, and Yonder — a public dataset designed to expose when offline perception metrics mislead you in closed loop.
Read our researchOur software will run on your drone, or you can buy our hardware
Autonomous systems with on-device AI. GPS and comm-denied capable, indoor and outdoor.
Solutions
Mission-tailored solutions that unlock the full capabilities of autonomous drone fleets. Then customize to your needs.
from astral import AstralClient
client = AstralClient(api_key=os.environ["ASTRAL_API_KEY"])
# Create a mission
mission = client.missions.create(
name="Survey Mission",
waypoints=[
{"lat": 37.7749, "lng": -122.4194, "alt": 50},
{"lat": 37.7751, "lng": -122.4180, "alt": 50},
],
config={
"return_to_home": True,
"obstacle_avoidance": True,
},
)
# Deploy to fleet
client.fleet.deploy(
mission_id=mission.id,
drone_ids=["drone-001", "drone-002"],
)Built for Developers
Train pre-configured LLMs or bring your own. Rapidly develop using proven, open source software. Sell your apps on the Astral App Store or build for your specific needs.
Documentation
Comprehensive guides and tutorials
API Reference
Complete API documentation
Open Source
Contribute on GitHub
Community
Join our Discord server
Mission Control in Your Pocket
Configure, deploy, monitor and control drone fleets with the Astral app. Build plans and missions confidently. Use our Simulator to run and confirm scenarios before takeoff.
Plan Your Mission
Design flight paths, set waypoints, and configure autonomous behaviors.
Simulate & Validate
Test your mission in our simulator before deploying to real hardware.
Deploy & Monitor
Launch your fleet and monitor real-time telemetry and video feeds.
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