What is MRO data enrichment?

MRO data enrichment adds missing information to your existing records — manufacturer names, part numbers, technical attributes, and classification codes such as UNSPSC or eClass. It is distinct from data cleansing (fixing errors) and data cataloging (building records from scratch).

What information does Sharecat add during enrichment?

Sharecat adds manufacturer names, verified part numbers, model numbers, technical attributes, and standards alignment (UNSPSC, eClass, or your own class library). All enriched data is sourced from proprietary databases and verified supplier documentation.

What systems does Sharecat deliver enriched data for?

Enriched data is delivered in your ERP or CMMS format — including SAP, Maximo, IFS, and Oracle — ready for direct import without manual transformation.

How does the data enrichment process work?

Sharecat follows a 5-step process: (1) Configuration and assessment of your data structure, (2) a status summary identifying gaps and priorities, (3) enrichment using proprietary sources, (4) validation to verify accuracy before delivery, and (5) delivery in your system format with a full report of changes and sources.

How incomplete is typical industrial ERP data?

Based on Sharecat's analysis, more than 60% of industrial ERP records are missing critical information such as manufacturer names, verified part numbers, or technical attributes — limiting procurement automation, reliability analysis, and AI readiness.

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Services / Enrichment

Data Enrichment Services for Industrial MRO

Fill the gaps — and make your data AI-ready

Find out what's missing

Or talk to our experts

30 years experience ✓

Guaranteed delivery ✓

Industrial specialists ✓

Flexible scope ✓

Company Specific ✓

Any standard ✓

DOES THIS SOUND FAMILIAR?

Your data is incomplete — and it's limiting what you can do.

Equipment records are missing attributes, but you don't know how many or which matter most.

Your procurement team can't automate ordering because manufacturer/part number fields are blank.

You're planning AI or predictive maintenance — but your data isn't complete enough to support it.

You took over a facility and the inherited data is clean but thin — not enough detail in the records.

Supplier data arrives in inconsistent formats and never gets properly processed into your system.

WHAT WE DO

Data enrichment: Adding what's missing

Data enrichment adds information missing from your existing MRO records — distinct from cleansing (fixing errors) and cataloging (building from scratch). Sharecat uses proprietary data sources to fill gaps your internal team cannot fill in SAP, Maximo, or IFS at the same speed or cost.

60%

of industrial MRO and ERP recordsare missing critical information

WHATS INCLUDED

The service includes:

Completeness assessment — statistical overview of missing fields

Standards alignment — UNSPSC, eClass, or your class library

Manufacturer name enrichment and normalisation

AI-readiness preparation — structured, machine-readable output

Part number and model number verification and correction

Delivery report showing enriched fields and data sources used

Technical attribute completion from supplier docs and reference data

Our 5-step enrichment process

1

Configuration & Assessment

We load your data and configure our tools to your system's structure and standards.

2

Status Summary

We share a detailed overview of data gaps and recommend the highest-value enrichment areas.

3

Enrichment

Our team sources missing information from proprietary databases, supplier docs, and verified sources.

4

Validation

All enriched data is verified for accuracy before delivery — not estimated, not guessed.

5

Delivery

Data delivered in your ERP/CMMS format, with a full report of changes and sources.d our customers are international organisations with locations across the globe.

WHAT YOU GET