by AICA | Jul 24, 2025 | Cleansing
Maintenance, Repair, and Operations (MRO) data is a critical component of asset-intensive industries. However, it is often one of the least managed resources. Across global operations, organisations frequently struggle with fragmented product records, duplicated...
by AICA | Jul 21, 2025 | Services
For companies involved in global trade, HS code classification is one of the most important—yet often most painful—steps in the cross-border process. Every product that moves across a border must be assigned the correct Harmonised System (HS) code to determine the...
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...
