by AICA | Sep 17, 2025 | Enrichment, Informative, UNSPSC
Every procurement team wants better visibility into spend. The goal is simple: know where money is going, identify savings opportunities, and base sourcing decisions on facts, not assumptions. But without clean, structured data, spend analysis fails before it even...
by AICA | Sep 3, 2025 | Cleansing, Informative, UNSPSC
Every organisation runs on product and service data. For years, the default approach to managing this information has been manual cleansing and enrichment; armies of people reviewing line items, correcting errors, filling in missing attributes, and assigning...
by AICA | Aug 5, 2025 | Cleansing, Informative
Every industrial organisation today is investing in digital transformation. From predictive maintenance and AI-driven procurement to ERP migrations and IoT integrations, companies are aiming for smarter, faster, and more resilient operations. But while the focus is...
by AICA | Jul 17, 2025 | Cleansing, Enrichment, Informative
Every organisation with an MRO department wants to improve uptime, reduce operational risk, and lower maintenance costs. However, these goals are often undermined by fragmented data and reactive decision-making. Fortunately, ISO 14224 implementation for MRO data...
by AICA | Jul 1, 2025 | Informative, UNSPSC
Businesses that engage in cross-border trade must manage increasingly complex product and service data across languages, currencies, regulations, and logistics. At the heart of this complexity lies a critical but often overlooked vulnerability: unclassified or poorly...
by YOBO Studios | Jan 12, 2024 | E-Marketplaces, Enrichment, Informative, Partnership Opportunities
In e-commerce, the effectiveness of product listings is a pivotal element that drives success. If you’re on a quest to distinguish your sellers’ listings in an increasingly competitive market, innovation is key. Enter AICA’s cutting-edge AI...
