This image shows two people analyzing and using data enrichment software

Fill the gaps in your data and make it ready for AI

Sharecat adds what's missing in your data, so you can power the tools and decisions your business needs next.

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Clean data is not the same as complete data

Functional Location

ABCC-11-DDD-94523
ABCC-11-DDD-94524
ABCC-11-DDD-94526
ABCC-11-DDD-94527
ABCC-11-DDD-94529

Technical obj. type

ANALYZER
INSTRUMENT
INSTRUMENT
INSTRUMENT

Technical identification no.

Manufacturer part number

EJX430A-JAA5G-919DZ/SU2/C3/T01
EJX110A-JMS5G-919DZ/SU2/C3/T13
EJX110A-JMS5G-919DZ/SU2/C3/T13
EJX110A-JMS5G-919DZ/SU2/C3/T13
EJX110A-JMS5G-919DZ/SU2/C3/T13
EJX110AJLS5GB19DGSU2X2HCC3N4CA

Serial Number

Gross Weight

0
0
0
0
0
0
0

Size/dimension

Manufacturer of asset

INST. CO.
INST. CO.
INST. CO.
INST. CO.
ANALYSIS INC.
ANALYSIS INC.

Construction month

Construction year

Model number

EJX430A
EJX110A
EJX110A
EJX110A
TDLS200
EJX110A

Item ID

Item 1

Item 2

Item 3

Manufacturer

Emerson Fisher

Fisher

Fisher C

Should Be

Fisher Controls

Fisher Controls

Fisher Controls

Data enrichment adds whatis missing from your existing records.

It is distinct from cleansing (which fixes what is wrong) and cataloging (which builds from scratch). Enrichment assumes you have a database, and makes it more complete, more useful, and more capable. Our enrichment service uses a combination of subject matter expertise. We proprietary data sources to fill the gaps that internal teams cannot fill at the same speed or cost.

From experience: more than60% of equipment and spare parts records in industrial ERP and CMMS systems aremissing critical information.

Field Name

Manufacturer

Should be

Caterpillar

Input

Caterpliar

The service includes:

•      Completeness assessment; a statistical overview of missing fields, by class and priority

•      Manufacturer name enrichment and normalisation against Sharecat Data Services verified supplier database

•      Part number and model number verification and correction

•      Technical attribute completion; sourced from supplier documentation and Sharecat's reference data

•      Standards alignment; mapping to UNSPSC,eClass, or your internal class library

•      AI-readiness preparation; structured,consistent, machine-readable data

•      Delivery with a full report of enriched fieldsand data sources used

Field Name

Manufacturer

Part Number

Should be

Fisher Controls

3051TG3A2B21KE7M6T1P8Q4Q8C4C5

Input

Rosemount

305ITG3A2B21KE7M6T1P8Q4Q8C4C5

Our enrichment process is designed to deliver the most impactful improvements first— maximising value from your budget.

Step 1: Configuration and dataassessment

Weload your existing data into our processing platform and perform a completenessanalysis — identifying every field that is missing or incomplete, by recordtype and priority.

Step 2: Status summary andenrichment plan

Weshare a detailed statistical overview of your data gaps and recommend thefields where enrichment will deliver the most value. We agree on the enrichmentscope and sequence with you before work begins.

Step 3: Enrichment

Ourteam sources missing information from Sharecat's proprietary referencedatabase, supplier documentation, and verified external sources. Manufacturernames, part numbers, technical attributes, and standards references are addedand verified.

Step 4: Validation

Allenriched data is validated for accuracy and consistency before delivery. Datasourced from Sharecat's reference database is verified — not estimated.

Step 5: Delivery

Enricheddata is delivered in the format required by your ERP or CMMS, with a fullreport showing which fields were enriched and from which sources.

Complete data changes what your systems — and your teams — can do.

Why Sharecat Data Services

Get in Touch Today

Are you ready to transform your data?

If you’re ready, we’d love to talk to you to find out if Sharecat Data Services is the right partner to help remove restrictions and unlock value through making your data more reliable and accurate.

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FAQ - Data Enrichment

1. What is data enrichment, and how is it different to data cleansing?

2. Why is data enrichment needed in the first place?

3. What types of data can be enriched?

4. How does data enrichment improve decision-making?

5. Is my data secure during the enrichment process?

FAQ - Data Cleansing

1. What are data cleansing services?

2. How much does cleansing data cost?

3. Why is the Sharecat approach cheaper than traditional data cleansing?

4. Can you show me an example of data cleansing?

5. Do I need to fix all of my errors to get improvements?

6. Is Sharecat Data Services the right partner for me?

7. How long does data cleaning take?

FAQ - Data Cataloging

1. What are data cataloging services?

2. Why should I choose Sharecat for my data cataloging needs?

3. Why is data cataloging required?

FAQ - Data Standardisation

1. Can you give me an example of data standardisation?

2. Why is data standardisation important for master data management?

3. What does the data standardisation process look like?

4. What data standards and classification systems are Sharecat experts in?