Home / Technology

Under the hood

Edge to cloud, encrypted end‑to‑end

On-board intelligence, resilient connectivity and secure, no-code deployment — the stack behind every DroneAI product.

Edge to cloud, encrypted end‑to‑end
Secondsfrom detection to a geo-tagged alert on the C2 map
3forces served — Army, BSF, CISF
4G/5G + RFcellular link alongside your existing radio
On-premC2 on DroneAI cloud or your own servers

System architecture

One stack from sensor to cloud

Sensors feed the on-board AI processor; detections and telemetry stream encrypted over 5G to the command post and the cloud.

EDGE DEVICE · ON-BOARD One module — UAV · UGV · USV Flight Controller AI Processor EdgeAI OS 5G / LTE Modem Secure Telemetry · Signed Firmware SENSORS GPS · Gimbal camera Lidar · Depth camera DRONEAI CLOUD Cloud Control Solution Fleet · BVLOS · Planning · Replay · VPN Mission Control Operate from anywhere Ground Station Direct 2.4 GHz RF · live AI camera feed Encrypted · 5G 2.4 GHz RF link

The four pillars

What makes it defence-grade

Edge AI

On-board intelligence

EdgeAI OS runs detection on a dedicated AI processor — real-time video with inference decoupled from telemetry, so annotated video never stalls the pipeline. Detection is tuned to the mission and can be retrained without changing the hardware.

5G & Starlink

Link resilience

Layered 2.4 GHz + NR5G + Starlink with automatic failover. Runs on private 5G — delivered with partners including BSNL (private 5G), Netar (5G core) and Tejas (5G radio).

Secure Telemetry

Secure by design

128-bit encrypted telemetry, secure boot, signed firmware and a private VPN — DGCA Sec-7 ready for regulated deployments.

Defence AI

Mission capabilities

ISR, perimeter & intrusion detection, monitoring, and Lidar collision-avoidance for GPS-denied navigation — plus target lock-n-hit, precision dropping and follow mode.

On-device perception

What the AI sees

Detection runs on the module itself, so the machine keeps perceiving even when the link drops. Every detection is geotagged and streamed to the dashboard the moment the network is there.

People & vehicles

Ground activity from the air

People and vehicles picked out from an aerial vantage — the hard case that off-the-shelf models miss, tuned for altitude, angle and small targets.

Maritime & wide-area

Vessels and open terrain

Boats, wide-area movement and perimeter activity across land and water — the same unit on a UAV, UGV or USV sees the scene the same way.

Thermal & anomaly

Heat, fire and low light

Thermal and RGB together for fire, heat signatures and detection through darkness or smoke, where a visible-only camera goes blind.

Geotagged & live

Every detection, pinned and timed

Each detection carries a location and timestamp, aggregated on the cloud map and replayable against the recorded flight for after-action review.

Detection categories are tuned to the mission — the on-device model can be trained and swapped for a specific operation without changing the hardware.

Real-timeOn-board Edge AI
3Redundant links
128-bitEncrypted telemetry
Sec-7DGCA-ready firmware

Why DroneAI

Upgrade what you fly — don't replace it

The kit mounts beside the autopilot on one cable. Nothing is removed and nothing is retrained: the pilot keeps the radio, and the commander gets AI alerts and live video over 5G.

Keeps your fleetAny MAVLink drone (ArduPilot, PX4); closed commercial drones via EdgeAI at the ground station.
Non-Chinese, NDAA-compliant5G modem on n78 (3.3–3.8 GHz), separate from your 2.4/5.8 GHz RC bands.
Your data, your serversEncrypted tunnel, outbound connections only; host C2 and AI training on-prem.
Works when the link dropsAI keeps running on board; detections go through as small packets and the RC link stays as backup.

Proven in the field

Flown with defence, research and industry

Indian Army

Unit perimeter and ISR

Edge AI detection of persons and vehicles with geo-tagged alerts to the command post; every sortie saved and searchable.

C-DAC · private 5G

Amlohri coal mine

Drones and dumper trucks on one private 5G network and one dashboard — aerial video, LiDAR and truck telemetry together.

Events

IMC, GITEX, Drone Manthan

Live 5G flights and AI demos for forces, telecom operators and industry. See the events

Questions buyers ask

Before you decide

Do we have to replace our drones?

No. The kit mounts beside the autopilot on one cable: telemetry to the flight controller, Ethernet to the camera and RC air unit, 5 V power and a SIM. Nothing is removed and nothing is retrained, and the pilot keeps the existing RC link.

What happens if 5G drops?

The link falls back to 4G automatically; Telem5G Duo adds a second modem on a second operator; the 2.4 GHz RC radio stays as an independent backup; and a pre-set failsafe decides whether to continue, loiter and return, or return home. Edge AI keeps detecting on board and sends results when the link returns.

Where does our video and data go?

To DroneAI C2 on our cloud or on your own servers — your choice. Traffic is encrypted and drones only make outbound connections. With DroneAI Studio, footage, labels and models stay on your network.

Is any of it Chinese hardware?

The 5G modem is non-Chinese and NDAA-compliant.

Which drones does it work with?

Any MAVLink drone (ArduPilot or PX4) and RTSP cameras. For closed commercial drones, EdgeAI 5G Lite or EdgeAI 5G runs at the ground station.

How do we start?

With a 5G flight demo, then a field trial on your own drones. Use the contact page or call +91 98866 91115.

Want the technical deep-dive?

We'll walk your team through the architecture end to end.

How EdgeAI works

From dataset to drone — and back

Models are trained on a GPU cluster, optimised for on‑board inference, and run at the edge on the aircraft. Detections stream over 5G to the cloud, while field data feeds a continuous retraining loop — and improved models are pushed straight back to the drone.

How EdgeAI works — the DroneAI pipeline: base dataset (vehicles, people, fire, smoke) to base model training on a GPU cluster, edge-optimised deployment, on-board real-time detection on the UAV streaming over 5G to the DroneAI Cloud, AI GCS dashboard and BVLOS mission control, then re-annotation, review and iterative model improvement in a continuous learning loop, with new models pushed OTA back to the drone. Tap to enlarge

5G · Remote Operation

Fly, drive and deliver — over 5G

5G turns the radio-range limit into a network-range platform: beyond‑line‑of‑sight control, drone delivery and a live digital twin — on public or private 5G.

Range

Beyond line of sight

No RF-range ceiling — command drones and robots over the cellular network, city-wide and beyond, with automatic link failover.

Delivery

Delivery & logistics

5G-connected drone delivery — dispatch, track and control every sortie from the cloud, at range.

Digital Twin

Digital twin over 5G

A live digital twin of every machine — telemetry, video and 3D position mirrored in the cloud in real time, and fully replayable.

Secure

Private 5G + VPN

Runs on private 5G with an on‑prem VPN — encrypted end‑to‑end, so your data never leaves your network.

Flying beyond sight — BVLOS over 5G