by AICA | Oct 8, 2025 | Cleansing
In every enterprise, clean product data is essential for accurate procurement, inventory management, and reporting. Yet one of the most common and costly data issues organisations face is duplication. Duplicate product records inflate stock levels, distort spend...
by AICA | Oct 6, 2025 | UNSPSC
Across industries, from oil and gas to retail, manufacturing, and the public sector, the demand for UNSPSC (United Nations Standard Products and Services Code) classification is rapidly increasing. Once considered an optional exercise in spend taxonomy, UNSPSC...
by AICA | Oct 3, 2025 | Cleansing, Enrichment, UNSPSC
ERP and EAM systems are the backbone of modern procurement, supply chain, and maintenance operations. However, their reliability depends on one critical factor: the quality of the product and service data running through them. When data is incomplete, inconsistent, or...
by AICA | Oct 1, 2025 | UNSPSC
Saudi Arabia’s Vision 2030 is driving one of the most ambitious digital and economic transformations in the world. At the heart of this strategy is a recognition that data governance and classification are not just technical enablers, but the foundation for...
by AICA | Sep 29, 2025 | UNSPSC
Oil & Gas companies depend on SAP ERP and EAM systems to manage procurement, maintenance, and supply chain operations. From offshore rigs to refineries, these organisations process millions of records covering spare parts, equipment, and services. However, most...
