Data Consulting Archives - Univio https://www.univio.com/blog/category/solutions/data-consulting/ Mon, 03 Nov 2025 11:11:54 +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.

]]> 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.

]]> 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.

]]> Automated Scheduling / Solving Worktime Optimization With Operations Research https://www.univio.com/blog/automated-scheduling-solving-worktime-optimization-with-operations-research/ Wed, 10 Aug 2022 08:28:55 +0000 https://www.univio.com/?post_type=blogpost&p=17139 If data scientists try hard enough, everything can be measured in terms of parameters. In the workplace, we quickly apply these principles to know processes that be automated based on those parameters. One area that doesn’t always get considered is human resources. Perhaps it’s because we don’t consider employees to be piles of data, but there’s at least one area…

The post Automated Scheduling / Solving Worktime Optimization With Operations Research appeared first on Univio.

]]> Experience-Driven Commerce via Personalization / An Introduction https://www.univio.com/blog/experience-driven-commerce-via-personalization-an-introduction/ Tue, 05 Jul 2022 07:54:55 +0000 https://www.univio.com/?post_type=blogpost&p=16727 Experience is everything these days. At least it might seem so between hyperpersonalization, customer experience and a hundred other buzzwords ending in experience (more on that later 😉 )   Specifically in e-commerce & retail, this is an increasingly obvious direction, so we have one encompassing term: experience-driven commerce. Well, one other all encompassing term.   What is Experience-Driven Commerce?  Experience-Driven Commerce…

The post Experience-Driven Commerce via Personalization / An Introduction appeared first on Univio.

]]> Personalization in E-Commerce / The Basics https://www.univio.com/blog/personalization-in-e-commerce-the-basics/ Tue, 05 Oct 2021 05:38:39 +0000 https://www.univio.com/?post_type=blogpost&p=12992 When talking face to face, personalization often happens at unconscious level. Interacts are smooth, adapted on the fly to suit the customer’s needs. Shop assistants can guide people to where they need to be and, when it comes to homing in on exactly what someone wants, it’s the fundamental secret to any good salesperson. But online? We must adapt. E-commerce…

The post Personalization in E-Commerce / The Basics appeared first on Univio.

]]>