Murmuration intelligence at the edge.
Cloud Optional, SATCOM Optional.
INSPIRATIONAL MUST WATCH VIDEO:World champion paraglider Horacio Llorens flying alongside a murmuration of starlings.
Autonomous intelligence built for the hardest environments — where connectivity is denied, degraded, intermittent, or limited (DDIL environments), or high-density public environments where communication network is severely congested.
Autonomy that doesn't need the cloud.
Starlings AI brings edge AI to every device in a fleet. Like a starling murmuration — thousands moving as one, with no leader — they sense, decide, and coordinate on their own, even when the network is jammed, degraded, or gone.
Edge AI
AI inferencing at the edge.
Decentralized
Peer-to-peer consensus on-device — no central controller to fail.
Real-Time
Millisecond decisions on-device — no cloud round-trip.
DDIL-resilient
Holds together through jamming and blackout; reforms automatically.
Hardware-agnostic
One runtime across mixed fleets of mobile and edge devices.
Dynamic Cloud Sync
Runs offline; syncs to the cloud when a link returns. Cloud optional.
For the world's hardest environments
Defense & Military
Autonomous drone and ground-vehicle fleets for ISR and maneuver in GPS-denied, contested airspace.
Maritime & Offshore
Uncrewed surface fleets for patrol, search, and asset protection far beyond reliable coverage.
Industrial & Remote Sites
Self-organizing robot fleets for inspection, safety, and logistics where bandwidth is scarce.
Smart Spaces
Crowd intelligence for smart cities and smart stadiums — fusing feeds on-device when overcongested networks buckle.
Space & Orbital
Autonomous coordination across satellite constellations, orbital data centers, and spacecraft — staying in sync over sparse, high-latency space links.
Transportation
On-device intelligence for transportation networks — like nationwide electronic toll collection — accurate at highway speed without constant backhaul.
Tell us where your network fails.
Contact us to become one of our early design partners.