Golden record · ASSET

Asset

The physical thing that produces, moves or houses something, and its history of failing and being repaired.

Also called Equipment, machine, vehicle, plant item, device

01 Why it matters

What depends on getting this right

In one sentence

Maintenance strategy, capital replacement and downtime cost all accumulate against the asset. When one machine exists under three identities, its failure history never accumulates anywhere, so the machine that is quietly consuming the budget is invisible.

02 Where it lives

Every system holds a different version

None of these is wrong. Each was built for a purpose and records the part of the entity that purpose needed, which is exactly why resolution is required rather than optional.

SystemWhat it holds of this entity
CMMS / EAMwork orders, failure codes, spares and maintenance history
MES or SCADAruntime, downtime events and production against the asset
ERP fixed asset registerthe financial identity, book value and depreciation
Historian or IoTcondition data, the leading indicator ahead of failure
CAFMthe same asset seen as an estate obligation under a service contract

03 Match keys

What actually matches, and what only looks like it does

KeyHow well it works
Serial number plus manufacturerThe strongest key, and often not captured at commissioning.
Functional location or tagStable across replacements, which is what you want for location-based analysis.
Asset tag or barcodeReliable where scanning is enforced in the field.
Fixed asset numberFinancial identity, rarely matching the operational one.

04 Survivorship

When two records disagree, which value wins

Survivorship is a business decision, not a technical default. These rules should be agreed with the people who own the data and then applied consistently, because changing them later restates history.

Rule 01

Functional location and physical asset are distinct records

The position in the plant outlives the machine occupying it; both need identity.

Rule 02

Engineering attributes from the asset register

Make, model and rating from the authoritative technical source.

Rule 03

Condition from the most recent inspection

Condition is a time series, not a static attribute.

Rule 04

Financial and operational identities are linked, not merged

They serve different purposes and follow different lifecycles.

05 The cost of not doing it

What stays broken while it is unresolved

Breaks

Repeat failures never counted

Four failures on one machine appear as four unrelated events, so the bad actor is never identified.

Breaks

Repair-or-replace undecidable

Cumulative maintenance cost cannot be compared with replacement cost without one identity.

Breaks

Spares policy set blind

Consumption per asset class is unknown, so stock is held on intuition.

Breaks

Warranty recoveries missed

Claims within warranty are not made because the install date and asset cannot be matched.

07 Questions

Frequently asked

Why separate functional location from asset?

Because when a pump is replaced, the position keeps its history and the new pump starts its own. Merging them makes every location look reliable and every asset look new.

What is the minimum to capture at commissioning?

Serial number, manufacturer, model, functional location and install date. Capturing those five at the moment of installation removes almost all downstream resolution work.

See the duplicates in your own data

We will resolve one entity on your systems, live, and show what the duplicates are costing.

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