Parts Enrichment: Fill in your Data Gaps
Parts Enrichment: Fill in your Data Gaps
Is your team working with incomplete or outdated part records? Can you easily compare parts across suppliers, systems, or locations and see verified alternatives when it matters? Let Partium’s Data Enrichment help. Know More, Do More.

13,592 parts analyzed out of 220,000+

36% enriched with key details (size, weight, product images) to spot duplicates and alternatives

387 identified as end-of-life, each with a successor not in the current catalog

41% with images revealed alternative providers or OEMs—yielding ~30% immediate cost savings

Doing this manually for 220,000 parts? 32 years. With Parts Intelligence? A fraction of the time
Quick Time to Value - And a Massive Impact
PARTS INTELLIGENCE
Total hours per year spent searching:
Hours saved with Partium intelligence:
FAQs
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What is data enrichment for spare parts?
Data enrichment is the process of adding missing or incomplete details—like specs, manufacturers, and part numbers—to your existing parts catalog. It makes your data more complete, more accurate, and far more useful for sourcing, inventory, and procurement decisions
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How is enrichment different from data cleansing?
Cleansing focuses on identifying duplicates and correcting errors. Enrichment goes a step further by enhancing each part record with valuable details that improve sourcing, searchability, and decision-making.
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What are the most common data issues companies face?Most companies struggle with duplicate part records, inconsistent naming conventions, missing specs, outdated supplier info, and scattered BOM data. These issues lead to slow searches, incorrect orders, and inefficiencies across procurement, MRO, and inventory
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Where does the enriched data come from?
Partium enriches part records using a combination of trusted OEM catalogs, third-party sources, and Partium's pre-trained catalog that houses millions of parts.
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What value does enrichment bring to MRO and supply chain operations?
It enables better sourcing decisions, unlocks alternate suppliers, supports inventory optimization, and helps teams trust the data they rely on daily.
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Do I need to overhaul my entire system to benefit from enrichment?
No. Enrichment can be applied to existing data sources and systems. It works as a layer that enhances what’s already in place.
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How long does the enrichment process take?It depends on the size and complexity of your parts catalog. Many companies start seeing results within weeks, especially when enrichment is automated with AI. Partium’s approach is scalable—whether you’re working with 5,000 parts or millions of parts.
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What happens if my parts data is really messy?That’s exactly what enrichment is designed for. Even if your data is fragmented, inconsistent, or incomplete, Partium can ingest it, identify gaps, and improve it—without needing a clean slate to get started.

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