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Frequently asked questions about material codification, cleansing, UNSPSC and the VCode approach.

Material Cleansing

What is material master cleansing?+

Material master cleansing is the process of reviewing, correcting and standardising existing material records — fixing descriptions, removing duplicates, completing missing attributes and aligning with a consistent format.

How does VCode cleanse existing material data?+

We parse your existing descriptions using AI, identify what each record is, extract attributes, rewrite them in a standard format, flag duplicates, and fill gaps — all reviewed by specialists before delivery.

What format should I provide my data in?+

An Excel file with your material number, short description, long description and any additional fields is sufficient. We handle the rest.

How long does a cleansing project take?+

Timeline depends on volume and complexity. A dataset of 5,000 materials typically takes 2–4 weeks including AI processing, specialist review and client sign-off rounds.

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