Module 06

Railway Knowledge Graph

A living graph connecting standards, vendors, tests, research, failures and zones — powering root-cause analysis and recommendations.

Root cause analysis

Trace any failure back to spec, vendor, batch and test history

Relationship mapping

210K+ nodes across 8 entity types and 14 relationship types

Recommendation engine

AI suggests vendors, specs and labs based on context

Centered on IRS-S-23 · Axle Counter

IRS-S-23

Specification

Siemens

Vendor

Kernex

Vendor

RP-176

Research

TR-9821

Test

Failure 2024-44

Failure

Northern Zone

Zone