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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 Cost of Dirty Data in Supply Chain Management
In the complex web of global supply chains, the quality of data can either propel businesses towards unprecedented efficiency and profitability or drag them into a mire of escalating costs and missed opportunities. Dirty data—a term that encapsulates inaccurate,...
Elevating MDM: Combining Real and Synthetic Data for Superior Data Quality
Master Data Management (MDM) serves as the central hub for accurate and consistent product information within an organisation. However, real-world product data can be riddled with errors, inconsistencies, and missing values. This hinders business efficiency, analytics...
Flexibility in AICA’s Data Solutions: Tailored Services for Unique Needs
At AICA, we understand that each organisation faces unique challenges in managing their product data. Whether you're dealing with data errors, inconsistencies, or simply looking to classify your data by UNSPSC, our suite of services offers a flexible approach to meet...
Enhancing Product Data Accuracy: AICA’s Advanced Methods
Accurate product data is essential for businesses to streamline operations, make informed decisions, and maintain a competitive edge. At AICA, we employ a range of advanced methods to ensure the highest accuracy in product data cleansing, enrichment, creation, and...
Leveraging NLP and LLMs for Superior Data Management: AICA’s Modular Approach
AICA utilises Natural Language Processing (NLP) layered on top of our domain specific algorithms to pre-train our algorithms on curated Maintenance, Repairs, and Operations (MRO) product data. This unique combination enables us to achieve an accuracy rate of around...
AICA: AI Does the Heavy Lifting, Human Insight Remains Irreplaceable
In an era dominated by data-driven decision making, the integrity and quality of data are paramount. AICA, a leader in product and service data cleansing, enrichment, creation, and comparison, stands at the forefront of this revolution. By harnessing cutting-edge...
How AICA Overcomes Generative AI Challenges in Product and Service Data Management
AICA specialises in product and service data cleansing, enrichment, creation, and comparison, leveraging our advanced Artificial Intelligence and Machine Learning algorithms. While Generative AI (GenAI) has transformed various industries, it poses significant...
AICA to Attend TechEx Europe 2024 in Amsterdam
*Please note that we will no longer be attending the Amsterdam Expo. Instead, we will be at the London Expo on 5–6 February 2025.* Date: 1-2 October 2024Location: RAI, AmsterdamStand: 6 We are thrilled to announce that AICA will be attending TechEx Europe 2024 in the...
Understanding GS1 Standards: How They Differ Globally
In today's interconnected world, efficient and accurate data management is essential for businesses to thrive. GS1, a global organisation, plays a crucial role in standardising business communication. The most well-known GS1 standard is the barcode, which facilitates...
Data Enrichment
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Data Creation
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Data Cleansing
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...
Implementations
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