Transport & airports — Visual Inspection
Where the inspection regime meets a defensible audit trail
In transport and airports, IBM Maximo Visual Inspection sits where it earns its keep on day one — runway and pavement walks, rolling-stock checks, lineside infrastructure surveys — with an evidence trail that survives a regulator and a change of inspector.
Transport, rail and airport operators run high-volume, safety-critical inspection regimes that are visible to a regulator. Runway pavement walks. Rolling-stock undercarriage and bodyshell checks. Lineside infrastructure surveys. Baggage and ground-services equipment checks. The volume is what creates the consistency problem; the safety case is what makes the consistency problem matter.
IBM Maximo Visual Inspection makes those inspections faster and more consistent — and gives the operator an evidence trail that survives a regulator three years later and a change of inspector this winter. The work is not in the model. It is in the workflow design, the training-data discipline, and the audit trail.
Where Visual Inspection lands in this sector
- Runway and pavement inspections — FOD walks, surface defect classification, drainage and lighting checks
- Rolling-stock checks — undercarriage, bodyshell, brake and wheel imaging
- Lineside infrastructure surveys — track, signalling, vegetation encroachment, OLE
- Baggage and ground-services equipment — pre-shift condition checks at scale
- Terminal and station infrastructure — facade, fixtures, accessibility-critical assets
What we deliver
- Workflow scoping with the inspectors who actually do the inspection
- Image and video labelling against historical defect data, with inspector calibration on inter-inspector variability
- Model build and validation using the MAS Visual Inspection lifecycle
- Manage integration so classification becomes part of the work record, not a parallel system
- Mobile and field workflow design — typically delivered alongside Maximo Mobile
- Audit and evidence trail designed for ORR, CAA, RAIB or equivalent regulatory expectation
- Managed run-state on our cloud, with model retraining and operational support owned by the same team that runs Manage
How this fits with the rest of the programme
Visual Inspection complements Health on safety-critical asset classes — the inspection output drives the health score — and pairs naturally with Maximo Mobile on the inspector's device. It runs on the same managed cloud platform as Manage, and the same operations team owns the run-state. See managed Maximo and MAS hosting.
Related capabilities
Related capabilities and components
MaxIron products
MaxIron products that strengthen Visual Inspection in transport and airports
Frequently asked questions
- Which transport and airport inspection workflows are typical first candidates?
- Runway and pavement FOD walks, rolling-stock undercarriage and bodyshell checks, lineside infrastructure inspections, baggage system checks, and similar safety-critical workflows where the inspection is frequent, the cost of a missed defect is high, and the defect class is well-defined enough for a model to learn it.
- Will the inspectors trust the model?
- They will if they help build it. The inspector who normally does the inspection has to be in the room, labelling the historical images, calibrating the model and challenging the false positives. The pattern that fails is the one where a generic model is trained in a lab and dropped on a workflow it has never seen. The pattern that lands keeps the inspector in the loop and earns trust use case by use case.
- How does this fit with ORR, CAA or RAIB regulatory expectation?
- Visual Inspection helps if the audit trail is designed in from the start. Every classification recorded against the work order, the asset, the inspector, the timestamp and the model version. Every override recorded with reason. Every model version retained with its training data. A regulator three years later can reproduce the basis of every decision.
- How does it fit with Maximo Mobile?
- Tightly. The practical workflow lives on the inspector’s device, and the Visual Inspection model is part of that workflow. We typically deliver these together — see Maximo Mobile rollouts.
- Can MaxIron host and run Visual Inspection?
- Yes. Visual Inspection runs on the same MAS estate as the rest of the suite, on the managed cloud platform we use for Manage. Hosting, model retraining, monitoring and operational support are owned by the same operations team. See managed Maximo and MAS hosting.
Inspections that are faster on Tuesday and audit-ready in three years
Tell us which inspection workflow has the consistency or volume problem. We will tell you whether Visual Inspection is the right fit and how we would design the workflow and audit trail.
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