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The need for data enrichment services

What are the benefits of data enrichment services

The data enrichment process uncovered

What Makes Enrichment with Sharecat Data Services Different?

The value of verified “manufacturer”, “part number”, and “model number” fields in ERP and CMMS systems

Are you ready to transform your data?FAQs - Data Enrichment

FAQs - Data Enrichment

Reliable, straight forward data cleansing services from a proven specialist

Cleansing And Cleaning a Wide Range of Data

How We Do It: The Sharecat Data Cleansing and Formatting Process

Low-Quality Data is a Problem You Can't Afford

Gain a Competitive Advantage With Our Data Cleansing Solutions

Why Pick Sharecat for Data Cleansing

FAQs - Data Cleansing

Data cataloging vs data entry

Reliable data cataloging results in accurate data

What are the benefits of using a data cataloging service?

Data Cataloging: The Sharecat approach

Gain the advantage with data cataloging

Are you ready to transform your data?

FAQs - Data Cataloging

You can't have great data without data standardisation

Data standardiastion is not "one size fits all"

Sharecat actively participates in various initiatives for complex and heavy industries

The Sharecat Data Standardisation Process

Our services help you overcome Data Standardisation Challenges

Benefits of Successful Data Standardisation

FAQs - Data Standardisation
Many organisations investin cleansing and still find that their systems can't support advancedanalytics, automated ordering, or AI, because critical fields are simply empty. Does any of this sound familiar?
• You know your equipment records are missingattributes, but you don't know how many or which ones matter most.
• Your procurement team can't automate orderingbecause manufacturer and part number fields are blank or unverified.
• You're planning to invest in predictivemaintenance or AI, but your data isn't structured or complete enough to supportit.
• You took over a facility and the data thatcame with it is clean but thin — there just isn't enough detail in the records.
• Supplier and OEM data arrives in inconsistentformats and never gets properly processed into your system.
Item 1
Item 2
Item 3
Emerson Fisher
Fisher
Fisher C
Fisher Controls
Fisher Controls
Fisher Controls
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.
Manufacturer
Caterpillar
Caterpliar
• 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
Manufacturer
Part Number
Fisher Controls
3051TG3A2B21KE7M6T1P8Q4Q8C4C5
Rosemount
305ITG3A2B21KE7M6T1P8Q4Q8C4C5
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.
Automated procurement
Withverified manufacturer names and part numbers, your ERP can support automatedordering directly from OEMs — reducing costs, reducing lead times, and removingmanual workarounds.
AI and predictive maintenancereadiness
AItools and predictive maintenance models require structured, complete,consistent data. Enrichment provides the foundation that makes theseinvestments viable.
Deeper operational insight
Completetechnical attributes enable reliability analysis, spare parts optimisation, andperformance benchmarking that simply isn't possible with incomplete records.
Inventory optimisation
Withcomplete and verified part data, you can identify commonality across yourinventory — reducing redundant stock and lowering carrying costs.
• Proprietary database of verified and normalised manufacturer names, part numbers, and technical specifications —built over 30 years of working with OEMs and industrial operators.
• We enrich data using verified sources, notestimates. If we cannot confirm a data point, we tell you — we don't guess.
• Subject matter experts who understand the equipment and the industry context behind each record.
• Guaranteed delivery: data delivered in correctly due to our processing is fixed at no charge.
• Flexible scope: we can enrich a single field across your entire database, or perform a comprehensive enrichment of allmissing attributes.
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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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