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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
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...
AICA’s Commitment to Data Integrity and Accuracy
In the fast-paced world of Artificial Intelligence (AI) and Machine Learning (ML), trust is essential. Recently, there has been a growing concern among customers about the use of their data to train AI models and the accuracy of the outputs generated by these...
Why ERP Data Exports Often Lead to Unstandardised Product Data and How to Fix It
In today's business environment driven by data, having clean and standardised data is essential for effective operations and informed decision-making. However, a common issue that many companies face is dealing with unformatted product data exported from ERP...
Overcoming Data Cleanliness Challenges in Mergers and Acquisitions
Mergers and acquisitions (M&As) are intricate processes that bring about numerous challenges, particularly when it comes to data management. Ensuring the cleanliness and compatibility of data from a target company is crucial for a successful merger. This task...
Data Enrichment
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Data Creation
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Data Cleansing
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...
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,...
Implementations
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