Data Analytics & Machine Learning Archives - Univio https://www.univio.com/blog/category/solutions/data-analytics-machine-learning/ Thu, 24 Jul 2025 15:53:05 +0000 en-GB hourly 1 https://wordpress.org/?v=6.9.4 The Complex World of AI Failures / When Artificial Intelligence Goes Terribly Wrong https://www.univio.com/blog/the-complex-world-of-ai-failures-when-artificial-intelligence-goes-terribly-wrong/ Wed, 30 Oct 2024 08:49:37 +0000 https://www.univio.com/?post_type=blogpost&p=28226 AI has revolutionized industries, offering impressive capabilities in efficiency, speed, and innovation. However, as AI systems become more integrated into business operations, it becomes evident that these tools are not without flaws. From minor glitches to significant ethical issues, AI failures highlight the fragility of these systems. Businesses must remain vigilant, learning from these failures to avoid costly errors. The…

The post The Complex World of AI Failures / When Artificial Intelligence Goes Terribly Wrong appeared first on Univio.

]]> Application of Artificial Intelligence in Optimizing the Supply Chain of Building Materials https://www.univio.com/blog/application-of-artificial-intelligence-in-optimizing-the-supply-chain-of-building-materials/ Mon, 28 Oct 2024 14:42:33 +0000 https://www.univio.com/?post_type=blogpost&p=28247 Can artificial intelligence revolutionize the management of building materials supply chains? Learn how AI can help optimize demand forecasting, manage orders and inventory, minimize risks, and personalize customer offerings. Discover the future of AI in the construction industry. The supply chain in the building materials industry is a complex and multifaceted process that encompasses everything from sourcing raw materials, through…

The post Application of Artificial Intelligence in Optimizing the Supply Chain of Building Materials appeared first on Univio.

]]> The Growing Impact of Data Governance and Data Quality for Business https://www.univio.com/blog/the-growing-impact-of-data-governance-and-data-quality-for-business/ Tue, 14 May 2024 07:00:00 +0000 https://www.univio.com/?post_type=blogpost&p=25884 Never build on weak foundations – a good sentiment for building buildings and business processes alike. Today, everyone is looking to build on their data, but how do we ensure data quality? In the past, when data tools were simple, data quality was less of an issue. However, the recent growth of advanced data tools, such as business intelligence, big…

The post The Growing Impact of Data Governance and Data Quality for Business appeared first on Univio.

]]> E-commerce Trends in 2023 / Summary https://www.univio.com/blog/e-commerce-trends-in-2023-summary/ Tue, 12 Dec 2023 14:17:33 +0000 https://www.univio.com/?post_type=blogpost&p=23914 We are approaching the end of the year, and it is invariably a time for taking stock. Looking back, 2023 in retail presented unique challenges for companies, which had to confront dynamic changes in economic, social and technological conditions. Let’s find out how these developments have affected the e-commerce industry in Poland and how the landscape of online commerce has…

The post E-commerce Trends in 2023 / Summary appeared first on Univio.

]]> Data & AI Trends / Predicting Artificial Intelligence in 2024 https://www.univio.com/blog/data-ai-trends-predicting-artificial-intelligence-in-2024/ Tue, 05 Dec 2023 08:51:50 +0000 https://www.univio.com/?post_type=blogpost&p=23781 If you haven’t read about AI at some point this year, you’d have to be a hermit, living in a cave… on another planet. ChatGPT alone filled up half of our LinkedIn feeds, but the future of Generative AI is far from the only new AI technology 2024 has on the horizon for us… We previously covered the most important…

The post Data & AI Trends / Predicting Artificial Intelligence in 2024 appeared first on Univio.

]]> Digital Transformation in Healthcare: A New Era of Patient-Centric Care https://www.univio.com/blog/digital-transformation-in-healthcare-a-new-era-of-patient-centric-care/ Tue, 17 Oct 2023 11:41:20 +0000 https://www.univio.com/?post_type=blogpost&p=23161 Of all sectors, healthcare is one that benefits the most from digitalization. Traditionally rooted in hands-on patient care and face-to-face consultations, is the entire market is undergoing a seismic shift. Every step of the healthcare journey, from initial appointments to recovery check-ins, is being enhanced by digital innovations. What are the most popular digital healthcare solutions? And how can digital…

The post Digital Transformation in Healthcare: A New Era of Patient-Centric Care appeared first on Univio.

]]> How to Better Forecast Demand in a Supermarket. Meet Inventory Optimization System. https://www.univio.com/blog/how-to-better-forecast-demand-in-a-supermarket-meet-inventory-optimization-system/ Thu, 10 Nov 2022 08:20:59 +0000 https://www.univio.com/?post_type=blogpost&p=18345 Modern inventory optimization system automatically and accurately predicts supermarket demand. Find out how.

The post How to Better Forecast Demand in a Supermarket. Meet Inventory Optimization System. appeared first on Univio.

]]> How To Improve Customer Engagement? Recommendation Systems! https://www.univio.com/blog/how-to-improve-customer-engagement-recommendation-systems/ Mon, 24 Oct 2022 11:08:25 +0000 https://www.univio.com/?post_type=blogpost&p=18057 Recommendation systems are more than a buzzword. They have become one of the most popular ways to improve customer engagement and conversions on websites. An individual and personalized approach is a basic expectation, and users are much more likely to interact with brands that fit their current needs.  Let’s find out how recommender systems impact your business! What are Recommendations…

The post How To Improve Customer Engagement? Recommendation Systems! appeared first on Univio.

]]> Dynamic Pricing Strategy / The Game Changer You Can’t Miss in your Business https://www.univio.com/blog/dynamic-pricing-strategy-the-game-changer-you-cant-miss-in-your-business/ Tue, 11 Oct 2022 14:02:54 +0000 https://www.univio.com/?post_type=blogpost&p=17969 Within the article, you will find the following: What is Dynamic Pricing? Dynamic Pricing in e-commerce and the role of artificial intelligence in business A simple automation or an artificial man? The way to create smart price wizards Dynamic Pricing Behind the Scenes Why is it worth implementing a Dynamic Pricing strategy in logistics? How to build a transport company…

The post Dynamic Pricing Strategy / The Game Changer You Can’t Miss in your Business appeared first on Univio.

]]> Privacy vs Personalization / The Future of Data Privacy https://www.univio.com/blog/privacy-vs-personalization-the-future-of-data-privacy/ Wed, 17 Aug 2022 08:37:56 +0000 https://www.univio.com/?post_type=blogpost&p=17271 Data is the future, data is the new oil… we’ve all heard the idioms that user data is going to be important. Yet watchdogs, consumer activities and government officials are likewise imposing stricter privacy and security regulations. As such, the future of privacy and data is at something of a crossroads. Surely, for data collection and management to rise, regulations…

The post Privacy vs Personalization / The Future of Data Privacy appeared first on Univio.

]]>