Building Autonomous Terrain Intelligence

Kelora Robotics develops autonomous robotic platforms that transform real-world environments into actionable intelligence.

We build intelligent robotic systems that understand the physical world. Terrain, infrastructure, and environments that are slow, costly, or unsafe to reach by hand.

Capabilities

One survey, several jobs

The rover drives the route once. What comes back gets used differently depending on who is asking.

A forestry track of loose stone meeting a surfaced road, with stacked cut timber on both sides and a barrier across the junction.

Pre-work site assessment

Survey the route before the machinery arrives. Know the access, the pinch points and the ground conditions in advance, rather than discovering them with a loaded truck.

Post-storm re-survey

Re-drive a route after weather and get a list of what moved. The comparison against the last survey is automatic, so the damage assessment starts from evidence.

Accessibility auditing

Measured gradient, surface and width along the whole route, not spot checks. The record shows where a path stops being usable, and for whom.

Haulage route clearance

Check a route carries the load before committing to it. Surface condition, camber and obstructions recorded end to end, ahead of extraction or delivery.

Change over time

Every survey is comparable with the last. Deterioration shows as a trend across repeat visits rather than a judgement call on the day.

Seasonal comparison

The same route in summer and after winter. Freeze, thaw and drainage all leave a signature in the surface data, and the difference is measurable.

Technology

From raw sensors to decisions

Explore the technology

Terrain Intelligence

Machine learning models trained on real-world surface data to classify ground conditions and predict traversability.

Sensor Fusion

LiDAR, RTK GNSS, inertial, and camera data aligned into a single time-synchronised view of the environment.

Digital Twin Output

Mission data processed into georeferenced 3D models, terrain maps, and traversability overlays for offline analysis.

Film

Ground Truth

First light from the Campsie Fells.

Principles

How Kelora engineers

Redundancy is not optional

Positioning, communications, and power all carry a fallback path. A system that fails silently in the field is worse than one that never shipped.

Data has to survive the mission

Capture, storage, and export are engineered so telemetry and evidence make it back intact, even over an unreliable link.

Building over theorising

Hardware gets built, tested in the field, and revised. The Campsie Fells are the review process.

Contribute

Help us teach it what to look for

Walk, ride, run or work on Scottish paths? Send us a photo of a defect and help train the system that finds them.

How to send one

Bring Kelora to your site for a field trial.

Contact