Kerne Systems · Corpus

A namespace for asset reliability.

Classified by what the asset does, not by what it is.

The Kerne Corpus is a reference body of failure-mode knowledge, structured around the six eternal functions every industrial asset performs. Each function is a durable classification axis — steam engine or microcontroller, they either transport, transform, extract, store, control, or sense. The implementing technology changes across centuries; the function does not.

Corpus content lives under the function that describes it. Within each function, scoping qualifiers narrow the domain (for transport: rail, road, maritime, air). Within each scope, versioned releases carry the content (v1, v1.1, v2). One corpus, structured: one tenant per function, many tenants per scope, many versions per tenant.

The six eternal functions

Derived from a structured analysis of the Top-100 global asset classes by cumulative production, converging through industrial clustering to six functions that persist across technology waves and environments (Earth, orbit, Mars). Each has a capital-weight profile and a growth trajectory.

Function Purpose Capital weight Growth
Transport Move mass or people from A to B Dominant Massive
Transform Change material or energy state Dominant Steady
Extract Pull resources from environment Large Moderate
Store Hold mass, energy, or information Medium Slow
Control Regulate physical processes Dematerialising HW → SW
Sense Convert physical state to information Small Accelerating

Current content

One corpus is live. Five functions have reserved namespaces but no content yet. Reservation is not a promise of content — it is an architectural commitment that when content arrives, it lives under the function that describes it.

Path Status Content
/corpus/transport/rail/v1/ Live Open Rail Corpus — 297 failure modes, Sggmrs container wagon, BAV Fehlerkatalog
/corpus/transport/road/ Reserved
/corpus/transport/maritime/ Reserved
/corpus/transport/air/ Reserved
/corpus/transform/ Reserved
/corpus/extract/ Reserved
/corpus/store/ Reserved
/corpus/control/ Reserved
/corpus/sense/ Reserved

Why this structure

Industrial taxonomy traditionally groups assets by shape (rotating vs. static; electrical vs. mechanical) or by sector (mining vs. rail vs. process). Both approaches silo knowledge: a pump in mining is studied separately from a pump on a rail wagon, even though the failure mechanisms — seal wear, impeller imbalance, cavitation — are identical. Function-first classification asserts that the transport function a pump performs is more durable than the sector it sits in, and places corpus content accordingly.

Rail is the first tenant of /corpus/transport/ because that is where the first 297 failure modes were structured with real regulatory provenance. Other transport modes — road, maritime, air — will join when content is built with the same discipline, not before.