High
Vibration signature drifting on crusher 14 across three sites
The model flags outliers a fixed inspection interval buries. Recommend bearing inspection on the top and bottom quartile within 14 days.
FINDING 03 · ASSET RISK · SPECIMEN
Predictive maintenance for mining operations. The model surfaces what scheduled inspection misses across the fleet, the plant and the pit.
Vibration, temperature and load signatures from haul trucks, crushers and conveyors, read continuously instead of on an inspection calendar.
Every asset ranked by failure risk, so the next inspection goes where it matters.
Findings arrive written like work orders: the asset, the evidence and the recommended action.
The same risk picture in the control room, in reports and through the API, so planners and operators act on one truth.
Plain traffic-light severity, always paired with a written label. Colour never carries meaning alone.
One operation, three very different failure languages. The model reads all three and reports them the same way, so a planner does not have to hold three mental models at once.
Haul trucks, loaders and diggers, moving and rarely still. Vibration and load signatures drift long before a bearing or a drivetrain gives out.
Crushers, mills and conveyors, running continuously. Small changes in temperature and draw are the earliest evidence that something is wearing.
Fixed infrastructure, pumps and power. Sparse instrumentation, long access times, and the highest cost when a failure stops the face.
Sensors stream from the fleet and the plant. The model reads every signature as it arrives, around the clock.
Each asset is ranked by failure risk. Drifting signatures rise to the top before they become downtime.
The finding lands as a work order: the asset, the evidence and the recommended action, ready to schedule.
48hr
Signal to work order
24/7
Fleet and plant coverage
14 days
Typical inspection window
Illustrative figures, shown as specimen data.
No dashboards to decode. Each finding names the asset, shows the evidence and recommends the action, with severity spelled out in words.
The model flags outliers a fixed inspection interval buries. Recommend bearing inspection on the top and bottom quartile within 14 days.
FINDING 03 · ASSET RISK · SPECIMEN
Vibration, temperature and load signatures streaming from the fleet and the plant. It reads them as they arrive rather than sampling an asset when an inspection is scheduled.
A fixed interval samples an asset a few times a year and buries anything that drifts in between. Continuous reading surfaces the drift when it starts, so the schedule follows risk instead of the calendar.
A finding written like a work order: the asset, the evidence behind the flag, and the recommended action. There is no dashboard to decode before anyone can act on it.
No. The same findings reach the control room, the written report and your existing systems through a streaming API, so they can land wherever your crews already work.
Plain traffic-light severity, always paired with a written label. Colour never carries the meaning on its own, so a finding still reads correctly in a printed report or to anyone with a colour vision deficiency.
Yes — that is the usual starting point. Tell us about your fleet and your plant, and we will show you what the model sees.
Tell us about your fleet and your plant. We will show you what the model sees.
Contact