by aicadata | May 1, 2025 | Cleansing
For industrial organisations operating in complex sectors like manufacturing, mining, oil & gas, and utilities, understanding where to focus next can be difficult. With dozens of business units, evolving technologies, and shifting market pressures, it’s easy to...
by aicadata | Apr 28, 2025 | Cleansing
Product and service data must be organised, structured, and easily accessible to drive efficient operations. One of the most effective ways to achieve this is through UNSPSC (United Nations Standard Products and Services Code) classification. While UNSPSC is often...
by aicadata | Apr 22, 2025 | Cleansing
While ERP platforms promise seamless workflows, accurate reporting, and intelligent automation, these benefits fall flat without clean, structured, and standardised product data. Yet, many organisations still underestimate the impact of bad data. Dirty, duplicated, or...
by aicadata | Apr 17, 2025 | Cleansing
As procurement becomes more strategic across the Middle East, the need for accurate, consistent, and standardised data has never been greater. Governments, energy companies, and large industrial players are accelerating digital transformation—especially in procurement...
by aicadata | Apr 14, 2025 | Cleansing
Whether you’re in manufacturing, mining, energy, or construction, disorganised, duplicate, or incomplete product data costs your business more than you think. From procurement delays to overstocking and inefficient operations, bad data leads to bad decisions....
