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

Complete data changes what your systems can do

Automated procurement

Verified part numbers enable direct OEM ordering — saving up to 90% of procurement time.

AI & predictive maintenance readiness

Structured, complete data is the foundation for AI tools and predictive models.

Deeper operational insight

Complete attributes enable reliability analysis and spare parts optimisation.

Inventory optimisation

Verified part numbers enable direct OEM ordering — saving up to 90% of procurement time.

Latest Insights

Case Studies

April 30, 2026

Why MRO Spare Parts Cataloging Makes or Breaks Your ERP Go-Live

Case Studies

April 17, 2026

Wrong Data in ERP and CMMS: The Real Cost of Poor MRO Data Quality

Case Studies

April 17, 2026

Manufacturer Part Number and Name Data Quality: The Hidden Driver of MRO Procurement Performance

Case Studies

April 17, 2026

Why More Than 60% of Industrial ERP Records Are Incomplete — And What It Costs You

View All

FAQ

Data Enrichment Services for Industrial MRO

30 years experience ✓

Guaranteed delivery ✓

Industrial specialists ✓

Flexible scope ✓

Company Specific ✓

Any standard ✓

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

Data enrichment: Adding what's missing

60%

of industrial MRO and ERP recordsare missing critical information

The service includes:

Our 5-step enrichment process

1

2

3

4

5

Complete data changes what your systems can do

Latest Insights

Ready to find out what's missing in your data?

Everything you need to know about our data cleansing service.

How incomplete is typical industrial ERP data?

How does the data enrichment process work?

What systems does Sharecat deliver enriched data for?

What information does Sharecat add during enrichment?

What is MRO data enrichment?