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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
The Importance of Data Governance Within Organisations
While many organisations recognise the value of data cleansing and enrichment, fewer focus on the framework that ensures this clean data remains accurate, secure, and compliant over time. Data governance is that framework. It provides the structure, rules, and...
Transforming Product Data: A Step-by-Step Guide from Discovery to Operational Value
Most companies are quickly realising the necessity of well-managed product data, but achieving this requires not just the right tools but also a strategic, consultative approach tailored to each business’s unique needs. That’s why AICA works closely with Business...
How You Can Use UNSPSC Classification to Enhance Spend Analytics
Spend analysis is essential, yet complex and most organisations are unaware that spend analysis can be simplified and accelerated by implementing a structured system like the United Nations Standard Products and Services Code (UNSPSC). In today's competitive...
The Pitfalls Manual Data Entry in MRO Product Data
Manual data entry is tedious, error-prone, and undoubtedly a silent threat to the quality of your MRO (Maintenance, Repair, and Operations) product data. Although it may seem like a mundane task, the inaccuracies and inefficiencies caused by human errors in manual...
The Importance of ECCMA in Master Data Management
The ability to manage data efficiently is critical for the success of organisations, particularly for industries dealing with complex supply chains, such as manufacturing, energy, and utilities. Effective Master Data Management (MDM) plays a crucial role in ensuring...
2024 Guide to Understanding Product and Service Data Attributes
In modern organisations, particularly those involved in Maintenance, Repair, and Operations (MRO), accurate and detailed product and service data attributes are vital. These attributes—ranging from product dimensions and technical specifications to service...
AICA’s UNSPSC Classification Cost Calculator: Estimate Time and Costs in Seconds
We’re excited to announce the launch of AICA's new UNSPSC Classification Cost Calculator, designed to help businesses estimate the time and cost of manually classifying their products and services. This tool is invaluable for procurement professionals and supply...
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...
Data Enrichment
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Data Creation
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Data Cleansing
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,...
Understanding the Difference Between Product Data and MRO Product Data
Most modern businesses rely heavily on accurate and well-organised data to make informed decisions, optimise operations, and enhance customer experiences. Among the myriad types of data, product data and MRO (Maintenance, Repair, and Operations) product data play...
The Intersection of AI and Human Talent in Supply Chain Optimisation
The intricacies of managing vast networks of suppliers, balancing fluctuating customer demands, and adhering to ever-changing regulations mean that traditional supply chain management must adapt. While human talent has always played a pivotal role in decision-making...
Implementations
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