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 14, 2025 | Cleansing, UNSPSC
In the oil and gas industry, accuracy underpins every operation. From procurement and maintenance to compliance and safety, every system depends on clean, complete data. However, across upstream, midstream, and downstream operations, a persistent issue continues to...
by AICA | Jul 11, 2025 | Cleansing
Every industrial company today wants to leverage AI for smarter operations, predictive maintenance, and supply chain efficiency. However, there’s a critical problem holding many organisations back: bad data. No matter how advanced your AI tools are, if your product...
by AICA | Jul 7, 2025 | Enrichment
Every organisation wants to drive compliant, transparent procurement. But when it comes to ERP data, many companies are still struggling to enforce purchasing policies, supplier diversity goals, and regulatory requirements—because their product and service data is...
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...
