What do I inspect next?
Ranked inspection priorities with the trend, route and load evidence attached, so workshop time goes where the risk is.
See use cases →The AI decision layer for heavy trailer fleets
Know what your trailers need next.
Acciaio Lab connects trailer telemetry, component trends and maintenance history so operators can see risk earlier and act with evidence.
In pilot with a North Queensland haulage company.
Secure data layerControlled accessHuman-approved actions
TR4278
Inspect · 7 daysTR4395
StableTR4490
MonitorAction neededMonitorStableExample data
Reduce downtime
Track component wear
Prioritise inspections
Protect fleet data
Start where you sit
Three teams, one dataset.
Which assets stay available?
Early warning on the trailers and routes most likely to take a unit out of service before the next haul cycle.
Meet AL →What is the return?
Downtime avoided, asset life extended and a defensible maintenance record for resale and customer reporting.
See the business case →What the system does
Four layers, one trailer data chain.
From CAN bus capture on the trailer to a ranked maintenance action in the workshop, each layer is defined, testable and owned by the customer.
CAN bus sensor package
Trailer-mounted hardware captures motion, load, braking, air spring and GPS context on a generic, fleet-ready hardware layer.
Secure data layer
Data is validated, organised and protected before it becomes fleet intelligence. Security is a core layer, not an add-on.
Digital twin analytics
Working calculations convert trailer behaviour into health, load, fatigue, route severity and maintenance context.
AL decision layer
AL explains risk, ranks maintenance priorities and produces evidence-backed actions for fleet and workshop teams.
Hybrid dashboard
Component trends before downtime.
Fleet health, active risks and route severity sit alongside component-level trend tracking, so maintenance and operations read the same evidence.
82Fleet health
14Active risks
4.2Route severity
Component trend trackingExample data
30 day movementKingpin wear index+18% trend · Inspect
Suspension fatigue+12% trend · Monitor
Brake pressure variance+6% trend · Review
Axle load balance−4% trend · Stable
AL: T14 is the next inspection priority. Kingpin wear trend and high-load events are moving above normal.