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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 Cleaning MRO Product Data: Why It Matters

The Importance of Cleaning MRO Product Data: Why It Matters

With MRO (Maintenance, Repair, and Operations) product data forming the backbone of operations, efficiency, and seamless production, its importance cannot be overstated. MRO data encompasses a wide range of items—from spare parts and tools to consumables and safety...

The Importance of Short and Long Descriptions in Product Data

The Importance of Short and Long Descriptions in Product Data

Short and long product descriptions each play unique but complementary roles in an organisation’s product data management and overall efficiency. They ensure that accurate and relevant product information is easily accessible to those who need it, driving efficient...

Understanding Spend Analysis

Understanding Spend Analysis

Spend analysis is a critical process that helps organisations track, manage, and optimise their expenditures. For industrial organisations—such as manufacturing, construction, oil & gas, mining, and utilities—where operations involve complex supply chains,...

How AICA’s API Service Layer Elevates Market Aggregators

How AICA’s API Service Layer Elevates Market Aggregators

Whether you’re operating an ERP, MDM, EAM, PIM, or marketplace platform, streamlining and enhancing product data across multiple systems isn’t just an operational need—it’s a strategic advantage. Our API-driven service layer offers a scalable, comprehensive solution...

The Importance of Data Governance Within Organisations

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...

Data Enrichment

The Importance of Regular Product Data Cleansing for Businesses

The Importance of Regular Product Data Cleansing for Businesses

In today's business environment, data reigns supreme, especially those in the mining, utilities, manufacturing or construction and product data in particular forms the bedrock of their operations. From informing customers and driving sales to optimising supply chains,...

Harnessing AICA’s Power for ERP, MDM and EAM Implementations

Harnessing AICA’s Power for ERP, MDM and EAM Implementations

In the vast ocean of data management, AICA stands as a beacon of innovation, bridging gaps and streamlining processes with its AI and ML-enhanced solutions.  At its core, AICA specialises in product data cleansing, enrichment and comparison. These three pillars ensure...

Data Accuracy 101: Why it Matters and How to Achieve it

Data Accuracy 101: Why it Matters and How to Achieve it

It is no question that businesses are finding themselves in an ocean of data, struggling to navigate towards the shores of insight, analytics, and intelligence. What's concerning is that even though millions are being invested in data management solutions, a study...

The Pitfalls of Using ChatGPT for Data Cleansing and Enrichment

The Pitfalls of Using ChatGPT for Data Cleansing and Enrichment

In today's data-driven business environment, the quality, accuracy, and richness of data determine the value of the insights that can be extracted from it. Data cleansing and data enrichment are essential to this. Data cleansing entails identifying and correcting...

Data Creation

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Data Cleansing

What is MRO 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

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?

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?

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

Understanding the Impacts of Dirty Data on IT Systems

Understanding the Impacts of Dirty Data on IT Systems

As the backbone of many modern business operations, data plays a vital role in guiding decision-making, strategy, and customer relationship management. In an era where businesses are increasingly dependent on data analytics, one factor that can disrupt the smooth...

Unveiling AICA’s Service Data Cleansing

Unveiling AICA’s Service Data Cleansing

In today's ever-evolving business landscape, data has become the lifeblood of enterprises. The ability to harness and leverage accurate and enriched data can be a game-changer for companies seeking to gain a competitive edge. As a leader in product data cleansing,...

Customised Taxonomies: Part 2

Customised Taxonomies: Part 2

Customised taxonomies are powerful tools that enable your organisation to define, structure, and manage product data. Not only do they facilitate the sorting and enrichment of product data, but they also ensure that your data architecture is in line with your business...

Enhancing Product Offering and Value with the AICA API

Enhancing Product Offering and Value with the AICA API

Digital transformation requires integrating effective data management solutions into your business's operations. AICA's advanced SaaS platform, with its innovative API integration capabilities, presents a game-changing opportunity for businesses to enhance their...

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