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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
Why AICA Pairs AI with Expert Oversight for Optimal Data Quality
At AICA, we leverage cutting-edge AI to handle the heavy lifting in our product data cleansing and enrichment services—achieving up to 90% accuracy. However, we believe that true data quality goes beyond automation, which is why our approach always includes the...
The Importance of Clean Product and Service Data for Middle Eastern Construction Companies
Construction companies across the Middle East, from infrastructure projects to residential developments, handle extensive volumes of product and service data daily. However, when this data becomes inaccurate, inconsistent, or outdated—commonly referred to as “dirty...
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,...
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...
Data Enrichment
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Data Creation
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Data Cleansing
The Importance of Clean SAP Product Data for Business Success
SAP systems are the backbone of many organisations, streamlining processes across procurement, inventory, production, and financial management. However, the effectiveness of these systems hinges on the quality of the data they process. Clean product data—free from...
Understanding the Difference Between General Data and Product Data
Organisations manage vast amounts of information, yet not all data holds the same value or purpose. Distinguishing between general data and product data is essential for optimising business operations and making informed decisions. While general data encompasses...
What Happens to ERP Systems When Product Data Becomes Dirty?
Enterprise Resource Planning (ERP) systems are designed to streamline operations, enhance decision-making, and provide a centralised hub for business processes such as procurement, inventory management, and production planning. However, these systems are only as good...
Why Clean and Enriched Product Data Is Essential for African Mines
Africa's mining industry plays a pivotal role in the continent's economy, contributing significantly to exports, job creation, and GDP. However, the complexities of mining operations—spanning procurement, inventory management, and maintenance—demand precise and...
How AICA’s SaaS Platform Empowers Data Cataloguers in MRO Data Cleansing and Enrichment
As a data cataloguer you are the backbone of efficient product and service data management. Their expertise ensures that MRO (Maintenance, Repair, and Operations) data is accurate, consistent, and actionable. However, the complexities of managing extensive catalogues...
The Importance of Standardised Product Descriptions in Effective Data Management
Product descriptions play a vital role in supply chain management, procurement, and inventory control. They provide critical details about items, enabling accurate identification, comparison, and decision-making. However, the lack of standardised product descriptions...
Implementations
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