The system
One system. From detection to eyes on the fire.
Every stage below is being designed as part of a single pipeline. Some of it exists on the bench, some of it exists on paper, and we say which is which.
Stage 01 · Distributed environmental sensing
Sensor node
Field-hardened nodes placed across terrain monitor local conditions continuously and report over a wireless network.
- Designed for solar power and long unattended service intervals
- Low-bandwidth wireless links suited to remote terrain
- Sensing set intended to include temperature, humidity, and particulate indicators
- Node health and connectivity reported alongside measurements
01Stage by stage
- 01
Sensor node
Distributed environmental sensing
Field-hardened nodes placed across terrain monitor local conditions continuously and report over a wireless network.
- Designed for solar power and long unattended service intervals
- Low-bandwidth wireless links suited to remote terrain
- Sensing set intended to include temperature, humidity, and particulate indicators
- Node health and connectivity reported alongside measurements
- 02
Detection
A potential wildfire event is identified
On-node and ground-based processing look for the signatures that separate a potential ignition from ordinary daily variation.
- Local processing at the node reduces bandwidth and latency
- Cross-referencing neighbouring nodes to reduce false positives
- Thresholds intended to adapt to season, terrain, and weather
- Every candidate event carries its supporting measurements
- 03
Alert
Event and location sent to the Operations Center
A detection becomes a structured alert — location, time, supporting sensor data — routed to people, not just a dashboard.
- Structured event payload with geospatial position
- Redundant communication paths where coverage allows
- Alert enters a queue with an auditable timeline
- Duplicate and related alerts grouped into one incident
- 04
Operations Center
24/7/365 monitoring, evaluation, coordination
Someone is watching. Alerts are reviewed, incidents are opened, missions are coordinated, and the record is kept as it happens.
- Continuous monitoring of the detection network
- Alert review, triage, and incident creation
- UAV mission coordination and asset tracking
- Communications with field personnel and response partners
- 05
UAV dispatch
An aircraft can be assigned to investigate
When an alert warrants a closer look, an aircraft is assigned a mission with the event location as its objective.
- Mission definition tied to the originating incident
- Pre-flight checks and airspace considerations
- Payload selection for the conditions
- Launch and mission state tracked in the Operations Center
- 06
Autonomous flight
The UAV navigates toward the event
Autonomous or operator-assisted navigation moves the aircraft toward the coordinates while telemetry streams back.
- Waypoint navigation toward the event location
- Operator oversight and takeover by design
- Position, altitude, and health telemetry in real time
- Behaviour on link loss defined as a safety requirement
- 07
Investigation
RGB and thermal sensors provide aerial eyes
Optical and thermal payloads look at what the ground sensors could only infer — is there a fire, where exactly, and what is around it.
- RGB imagery for human-readable context
- Thermal imaging for heat signatures through haze and low light
- Georeferenced frames tied to aircraft position
- Persistent observation over the area where appropriate
- 08
Intelligence
Imagery, thermal and geospatial data processed
Onboard and ground-based processing turn raw frames and telemetry into a coherent picture of the incident.
- Location, imagery, and thermal information combined on one map
- Incident timeline assembled from sensor, flight, and operator events
- Terrain and access context layered alongside the event
- Designed for export in formats responders can actually use
- 09
Responder
Useful information delivered to the people responding
The output of the system is not an alarm. It is a clear, verified picture handed to the people who decide what happens next.
- Concise incident summary with position and imagery
- Ongoing updates while the aircraft is on station
- Human review before anything is passed on
- Responders remain the decision-makers, always