Question 1

What sensor mix do you support?

Accepted Answer

We support visible-spectrum cameras, thermal cameras, and LiDAR sensors. Multi-modal fusion improves detection accuracy for various defect types (cracks, corrosion, gauge issues, etc.).

Question 2

How do you validate accuracy?

Accepted Answer

We use QA sampling playbooks where inspectors manually verify a subset of findings. Accuracy metrics (precision, recall, F1) are tracked in real-time dashboards and reported weekly.

Question 3

Can this run offline (no connectivity)?

Accepted Answer

Yes. Edge devices can run inspection models offline during route traversal. Data syncs to cloud/on-prem servers when connectivity is available for GIS overlay and EAM integration.

Question 4

What EAM/CMMS systems do you integrate with?

Accepted Answer

We integrate with SAP PM, IBM Maximo, Oracle EAM, and other major platforms via REST APIs. Work orders can be auto-created with geo-tagged findings, photos, and priority scores.

Question 5

How are findings prioritized?

Accepted Answer

Defects are scored by severity (cosmetic, minor, major, critical) and location (mainline, siding, yard). Priority rules are configurable and can factor in traffic volume, speed restrictions, and maintenance windows.

RailAurex

Capabilities

Outcomes

Frequently asked questions

Ready to build your product?