by AICA | Aug 28, 2025 | Cleansing, Comparison, Creation, Enrichment, Services, UNSPSC
When organisations classify product data at scale, one question always comes up: how confident can you be in the accuracy of each result? This is exactly where confidence scores add value. Confidence scores act as clear indicators of reliability. They guide...
by AICA | Aug 25, 2025 | UNSPSC
Using UNSPSC to Classify Enterprise Assets in Addition to Procurement Items When most businesses think of the United Nations Standard Products and Services Code (UNSPSC), they see it as a tool for classifying the products and services they buy, sell, or use in...
by AICA | Aug 22, 2025 | UNSPSC
In retail, the GS1 Global Product Classification (GPC) system is widely adopted as the trusted framework for ensuring consistency, interoperability, and compliance across the supply chain. From procurement and merchandising to e-commerce and logistics, GPC...
by AICA | Aug 20, 2025 | Partnership Opportunities, UNSPSC
Every industry depends on accurate product and service data. Without proper classification, companies face duplicate records, poor spend visibility, inefficient procurement, and compliance risks. To address these issues, global classification standards have been...
by AICA | Aug 18, 2025 | UNSPSC
In the United States, companies are under growing pressure to improve procurement efficiency, reduce costs, and meet regulatory as well as ESG requirements. However, one of the biggest barriers to achieving these goals is inconsistent, incomplete, or unstructured...
