DeepSense · Multi-Sensor Edge AI

One node. Three senses.
Zero latency.

DeepSense fuses acoustic, gas and night-vision signals on a single low-power edge node — classifying gunshots, chainsaws, fire and wildlife on-device in milliseconds, deep in the forest.

< 40 ms inference Solar + week-long buffer Signed OTA
Acoustic
Gunshot · Chainsaw
Gas
Smoke · CO · CH₄
Night Vision
Thermal · IR
DeepSense
Fusing 3 streams · on-device
Edge inference · < 40 ms

The three senses

Fused, not stitched together.

DeepSense doesn't run three separate models. A single fusion network sees sound, chemistry and light at once — so a chainsaw plus smoke plus a moving heat signature adds up to one classified event, not three noisy alerts.

DeepSense multi-sensor edge node
20 Hz – 20 kHz

Acoustic

Wide-band microphone array with beamforming. Detects gunshots, chainsaws, vehicles, and species-level bird / mammal calls.

GunshotChainsawVehicleSpecies ID
ppm-level

Gas

Solid-state gas array senses combustion signatures — CO, CO₂, CH₄, VOCs — the earliest warning of fire, well before smoke is visible.

COCH₄VOCEarly smoke
IR + thermal

Night Vision

Low-light and thermal imaging pipeline running a lightweight vision model on the same SoC — identifies humans, vehicles and large fauna after dark.

HumanVehicleFaunaThermal

On-device pipeline

From leaf to alert in a single heartbeat.

1
Sample
Continuous multi-stream capture
2
Fuse
Cross-modal embedding
3
Infer
On-device DNN, < 40 ms
4
Broadcast
LoRa alert to gateway
Live waveform · fused

What DeepSense recognises

Threats and life, told apart.

Gunshot
Chainsaw
Fire · Smoke
Human intrusion
Species ID
Nocturnal fauna

Engineered for the wild

Off-grid. Low-power. Drone-serviceable.

DeepSense is built to disappear into the canopy — sealed against monsoon, powered by the sun, and refreshed from the sky. No cell tower. No maintenance visit. No excuse to be offline.

See how drones service the mesh
Compute
Edge NPU · 2 TOPS
Power
Solar + 7-day buffer
Comms
LoRa · optional 4G
Inference
< 40 ms end-to-end
Enclosure
IP67 · -10 to 55 °C
Update path
Drone-delivered OTA

Give the forest its own senses.

Pilot DeepSense with your forest division. We handle deployment, drone servicing and the command dashboard.