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Dive into the world of Machine Learning, Product Data Management and Unlocking Operation Efficiency. Our articles are packed with valuable insights that will benifit your organisation as well as expert tips to help you harness the full potential of your Product Data with the help of AI and ML.
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Latest Articles
Understanding Product Data Decay within an MDM System
In today's data-driven world, the integrity of product data is paramount for organisations striving to maintain a competitive edge. Master Data Management (MDM) systems play a crucial role in centralising, standardising, and managing product data across the...
Unlocking Operational Excellence in Middle Eastern Oil and Gas Mines with UNSPSC Classification
The oil and gas sector in the Middle East is a cornerstone of global energy supply, driving economies and powering industries. As this sector continues to evolve, the need for streamlined operations, cost efficiency, and regulatory compliance has never been more...
What Is The Difference Between Data, Product Data, and MRO Product Data
In today’s business environment, data has become a cornerstone of business operations across all industries. However, the term "data" encompasses a broad range of information types, and as businesses become more specialised, so too does the data they rely on. Among...
Understanding Dirty Product Data: Causes, Effects, and Solutions
There's no doubt that the accuracy and cleanliness of product data are critical to the efficiency and effectiveness of operations. However, many organisations struggle with "dirty" product data, which can significantly hinder their performance. What is Dirty Product...
The Consequences of Ignoring Dirty Product Data
Organisations rely heavily on accurate and clean data to make informed decisions, streamline operations, and deliver exceptional customer experiences. However, many companies, particularly those dealing with extensive Maintenance, Repair, and Operations (MRO) data,...
How Warehouse Managers Can Avoid Inventory Disasters
The ability to maintain accurate inventory levels is critical to ensuring smooth operations, meeting customer demand, and optimising costs. Yet, one of the most common and frustrating challenges that warehouse managers face is the reliance on inaccurate product...
Understanding the Root Causes of Data Quality Problems
In today’s data-driven world, maintaining high-quality data is crucial for effective decision-making and operational efficiency. However, organisations often encounter significant challenges in ensuring the integrity and accuracy of their data. These challenges can be...
Transforming UNSPSC Classification with AICA’s AI-Driven Enrichment Services
In supply chain management and procurement, the accuracy and efficiency of UNSPSC (United Nations Standard Products and Services Code) classification is paramount. Traditionally, this process has been a laborious task, consuming considerable time and resources....
Addressing M&A Due Diligence Challenges with AICA
Mergers and acquisitions (M&A) are complex processes that involve a multitude of challenges, particularly when it comes to managing and integrating data from multiple sources. Practitioners often face significant hurdles such as data inconsistencies, data quality...
Data Enrichment
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Data Creation
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Data Cleansing
The Effects of Duplicate MRO Data in Spend Analysis
Maintenance, Repair, and Operations data plays a vital role in the procurement and inventory management of products and services required for operational continuity. In spend analysis, where large organisations seek to understand and optimise their expenses,...
See How AICA Helped an Organisation Speed Up Their UNSPSC Classification
Classifying large catalogues of products and services according to the UNSPSC can be an overwhelming, time-consuming, and costly process. A leading industrial supplier faced this challenge with their vast catalogue of items, realising that manual classification was...
What is MRO Data Cleansing?
MRO (Maintenance, Repair, and Operations) data cleansing is the process of identifying, rectifying, and enhancing MRO product data to ensure accuracy, consistency, and reliability. MRO data is crucial to the smooth operation of businesses that rely on...
Service-as-a-Software vs. Software-as-a-Service
The tech world is witnessing a shift from Software-as-a-Service (SaaS) to a new model known as Service-as-a-Software. While both models harness cloud infrastructure and automation, they serve different purposes and address distinct market needs. In this article,...
What is ECLASS and Why Organisations Should Implement It?
ECLASS is an internationally recognised data standard designed to help organisations classify, describe, and manage their products and services effectively. It plays an important role in enhancing procurement processes, ensuring interoperability, and improving data...
What Is UNSPSC Classification and Why Is It Important?
The United Nations Standard Products and Services Code (UNSPSC) is a global standard for classifying products and services. By providing a structured taxonomy, UNSPSC enables organisations to categorise their goods and services consistently, facilitating procurement,...
Implementations
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