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Industrial Asset Intelligence

What Is Industrial Asset Intelligence?

Industrial Asset Intelligence connects an asset's identity, history, condition, work, relationships and technical evidence — so owners and service specialists can make better lifecycle decisions.

The fundamental problem

Industrial assets lose their memory

The knowledge about a critical machine is scattered: a work order in the CMMS, a reading in a historian, a PDF report in someone's inbox, a measurement on a technician's phone, an object in the ERP. When a person leaves or a service contract ends, that knowledge leaves with them.

Each system holds one fragment:

CMMS

Work orders and maintenance records.

Spreadsheets & PDFs

Ad-hoc tracking and inspection reports.

Technicians

Undocumented know-how that walks out the door.

Sensors & historians

Raw signals and time-series, with no context.

Service companies

External findings that never return to the owner.

ERP

Costs and inventory, disconnected from condition.

None of them holds the whole asset. Asset Intelligence is the layer that connects them around a single, persistent record.

Definition

What Asset Intelligence means

Four capabilities turn scattered data into a decision.

🆔

Identity

Every asset has a permanent digital identity — independent of any single system, vendor or technician.

🧠

Memory

Complete operational, maintenance and service history, preserved across people, vendors and systems.

🔗

Context

Hierarchy, relationships, operating conditions and technical evidence connected to the asset.

🎯

Prescriptive Intelligence

Not only what happened, but what should be done next — and what it costs or saves.

The asset as a living entity

An asset is more than a record in any one system

An industrial asset is not a row in a CMMS, a signal in a historian, an object in SAP, a PDF report or a work order. It is a persistent entity that accumulates information throughout its entire lifecycle.

a row in the CMMS a signal in a historian an object in SAP a PDF report a work order

Wertek treats the asset as the durable center; every system becomes a contributor to its record, not another silo.

Two perspectives

Two perspectives on the same asset

Owners and service specialists contribute to — and draw from — the same permissioned record.

Asset Owner / Operator

  • Maintenance
  • Reliability
  • Cost control

The owner keeps asset knowledge in-house, across vendor changes.

Service Partner / Specialist

  • Field service
  • Measurements
  • Reports

The specialist standardizes evidence and demonstrates service value over time.

One asset. One living record. Shared by owners and specialists. Aligned outcome: maximize asset value and lifecycle performance.

From records to decisions

Asset Intelligence is a chain, not a database

Each step builds on the previous one.

Identity→ Evidence→ History→ Condition→ Context→ Recommendation→ Action→ Verified outcome

The loop closes when the outcome is measured and written back to the asset — so the next decision starts from verified ground.

The framework

The Wertek Asset Intelligence Framework

Six layers of industrial asset intelligence — from what the asset is to what a decision is worth.

DescriptiveWhat is this asset?
HistoricalWhat has happened?
ConditionHow is it behaving now?
DiagnosticWhy is it happening?
PrescriptiveWhat should be done?
EconomicWhat is the operational and financial impact?

Different systems specialize in different layers. Wertek connects the layers around the same asset.

Templates by physical behavior

Intelligence organized by how an asset behaves

Wertek organizes intelligence by how an asset physically behaves — not only by industry or manufacturer. That's how the same diagnostic knowledge is reused across sectors.

⚙️

Rotating assets

Motors, pumps, compressors, turbines.

Vibration, temperature, speed, load, lubrication, alignment.

🌡️

Static & thermal assets

Transformers, heat exchangers, boilers, panels.

Temperature gradients, insulation condition, pressure, flow and thermal stress.

🔌

Power & electronic assets

Generators, drives, inverters, batteries and protection systems.

Electrical loading, harmonics, switching behavior, insulation and protection events.

🚜

Mobile assets

Forklifts, trucks and mining equipment.

Duty profile, operating environment, movement, energy use and operator context.

🏭

Duty-cycle assets

Presses, welders and batch machinery.

Cycles, throughput, load variation, idle time and process-dependent wear.

Physical-behavior templates are how one engineering model serves many industries.

Category comparison

Asset Intelligence vs. CMMS, APM, FSM, historians and ERP

Each system has a center. Asset Intelligence is the complementary layer that connects them around the asset — it does not replace them.

SystemPrimary focusTypical system of recordHow Wertek relates
CMMSMaintenance executionWork orders and PM plansAdds asset context, evidence and cross-company continuity
APMAsset performance & riskCondition, risk and performance modelsGrounds risk scores in the asset's real history and evidence
FSMField service executionTechnicians, visits and contractsPreserves technical knowledge around the serviced asset
HistorianTime-series dataProcess signalsConnects signals to asset history and decisions
ERPBusiness transactionsCosts, inventory and assetsLinks maintenance decisions to their financial impact
Document managementFiles and controlled documentsDocument / content management systemsAssociates documents, evidence and revisions with the asset's operational history
Wertek Asset IntelligenceThe asset itselfA contextualized living record connected across systemsThe complementary layer that connects them around the asset

Asset Intelligence does not replace these systems — it connects them around the asset. New to the categories? Start with our CMMS & asset management explained.

In practice

What it looks like in practice

Each one follows the same chain: evidence → interpretation → action → verified outcome.

A thermography turned into a finding with follow-up.
A VFD alarm connected to the asset's history.
A vibration measurement linked to the repair it justified — and to the follow-up measurement that confirmed the result.
A service report preserved even after the provider changes.
A work order generated from telemetry.
A recommendation verified with a follow-up measurement.
FAQ

Frequently asked questions

What is industrial asset intelligence?

It's the discipline of connecting an asset's identity, history, condition, work and technical evidence into a single living record, so owners and service specialists can make better lifecycle decisions.

Is asset intelligence the same as a digital twin?

Not exactly. A digital twin typically represents or models an asset and may simulate its behavior. Asset Intelligence focuses on connecting and interpreting the asset's identity, history, condition, evidence and decisions. The two approaches are complementary.

Is it a CMMS?

Not exactly. A CMMS primarily manages maintenance execution — work orders, preventive plans, labor and parts. Asset Intelligence connects that maintenance record with condition, telemetry, technical evidence, service history and lifecycle decisions around the asset.

Does it require sensors?

No. It can start as a record and memory — documents, photos, inspections — and grow toward telemetry and AI when it makes sense.

Can service providers collaborate with asset owners?

Yes. Owners invite providers to a shared, permissioned record; each party sees only what the owner authorizes.

Who owns the asset data?

The organization designated as the data owner retains control. Access is permissioned, auditable and revocable, with data portability built in.

Can it integrate with existing maintenance systems?

Wertek is designed to connect with maintenance systems, historians, ERP platforms and industrial data sources through APIs, protocols, event streams and project-specific integrations. Availability depends on the target system and deployment.

Can it be deployed on-premises?

Yes. Cloud or on-prem with Docker; hardware-agnostic.

Written and technically reviewed by Gilberto Garza

Electronic Systems Engineer with more than 25 years of experience in industrial automation, electrical systems, instrumentation and maintenance projects.

Published 2026-07-25 · Last reviewed 2026-07-25 · Standards referenced: ISO 13374, ISO 14224, ISO 17359, ISO 20816.

Give your assets a memory that outlives systems, technicians and service contracts.