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Product · Ground Control Software

FLAI GCS

Local-AI software for drone swarms. Runs on your ground station, not the cloud. Natural-language commands turn into missions; the map is the AI's working memory.

View architecture ↓

Built for ISR, agriculture, inspection · No targeting, no weapons

Runs on
workstation · GPU optional
Models
configurable · operator's choice
Wire
MAVLink · MQTT · Postgres · Electron

What it does

Conversational

Natural-language commands

"Move Alpha swarm to rally point 2." The map's current state — devices, zones, formations, rally points — is built into the LLM's system prompt at every command.

Coordinated

Swarm formations

Line, V, wedge, square, echelon. Bearing-aware geometry with configurable spacing. Stage, move, or reform mid-mission.

Local

Local LLM, no cloud

On-prem inference on the operator's hardware. Configurable models. No network egress, no third-party API in the loop.

Bridge

Industry-standard wire

Speaks the standard ArduPilot wire format end-to-end — drop into existing fleets without firmware changes. Sim today, LoRa-bridged real drones in pilot.

How it works

The browser is the operator's workspace. The map's state becomes the LLM's context, the LLM emits a JSON action, the action becomes an MQTT command, and a MAVLink bridge translates it to drones in the field.

Stack

Next.js 14
App Router · streaming
Local LLM
On-prem inference engine
Postgres
State + vector store
MQTT
Telemetry + command bus
MAVLink
Industry-standard wire
Electron
Packaged desktop runtime
Map UI
Operator workspace + AI context
RAG
Document grounding

Use cases

Defense / ISR

Swarm reconnaissance

Multi-drone observation with on-prem inference. GPS-denied formation hold, target hand-off, perimeter sweeps.

Agriculture

Coordinated survey + spray

Plan once in natural language; the swarm flies the pattern. NDVI capture and prescription spray on the same mission.

Inspection

Multi-asset capture

Power lines, wind farms, solar arrays. Autonomous routing across asset lists; one operator, many flights.

Stance

FLAI is built for human-in-the-loop drone operations: defense ISR, agricultural surveys, and infrastructure inspection. Local AI is what makes the operator faster — not what makes the drone autonomous.

Built for
ISR · agricultural surveys · infrastructure inspection · search-and-rescue
Not built for
Targeting · weapon control · autonomous lethal action
Always
Operator-defined missions · human review · on-prem inference

Demo

Demo · coming soon
Request access

Bring FLAI GCS to your operation.

Tell us about the mission profile, the airframes you fly, and what success looks like. We'll respond from a real human within a business day.