by AICA | Aug 11, 2025 | Case Studies
Product Information Management (PIM) systems are designed to centralise, manage, and distribute product data across an organisation and its channels. However, the effectiveness of any PIM system is only as strong as the quality of the data it contains. When data is...
by AICA | Aug 8, 2025 | Cleansing, Partnership Opportunities
Warehouse inefficiencies are often blamed on outdated systems, poor layout, or staffing shortages. But one of the most overlooked and most damaging causes is the quality of the data behind the operation. Dirty, duplicate, and unclassified product data silently creates...
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 28, 2025 | Services
Standardising product and service data through industrial product classification is essential for accurate procurement, inventory control, and compliance. For many industrial companies, this begins with classifying items under recognised frameworks like UNSPSC or GS1...
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...
