by AICA | Oct 27, 2025 | UNSPSC
The United Nations Standard Products and Services Code (UNSPSC) provides a universal taxonomy for classifying products and services, creating the structure needed for supply chain transparency and efficiency. When implemented correctly, UNSPSC classification...
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...
