by AICA | Oct 22, 2025 | UNSPSC
Global classification standards such as UNSPSC and GS1 GPC provide a universal structure for describing products and services, ensuring that suppliers, buyers, and systems “speak the same language.” But while adoption of these standards brings significant benefits,...
by AICA | Oct 20, 2025 | UNSPSC
Every maintenance team knows that equipment reliability depends on having the right part, at the right time. But in practice, that often isn’t what happens. When spare parts data is incomplete, duplicated, or inconsistent, it creates a hidden layer of inefficiency...
by AICA | Oct 17, 2025 | UNSPSC
OEMs play a crucial role in global supply chains, designing, producing, and supplying components, assemblies, and finished goods across industries. Yet many OEMs still manage product and service data in inconsistent formats across systems, regions, and business units....
by AICA | Oct 15, 2025 | Cleansing, Enrichment
In global trade, accuracy in product classification is everything. Every item that crosses borders must be assigned a Harmonized System (HS) Code, a universal numeric identifier that determines customs duties, tariffs, and compliance requirements.Yet for most...
by AICA | Oct 13, 2025 | UNSPSC
Every organisation managing thousands, or even millions, of product and service records faces one persistent challenge: duplicate data. Whether it’s within ERP, MDM, or procurement systems, duplicate items distort inventory visibility, inflate costs, and erode...
