LightsOnData https://www.lightsondata.com/ Practical resources, online courses, free articles and videos for data management, data governance, data quality, and business intelligence Mon, 08 Dec 2025 17:59:39 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.3 https://i0.wp.com/www.lightsondata.com/wp-content/uploads/2020/03/LOD-logo-favicon2.png?fit=32%2C32&ssl=1 LightsOnData https://www.lightsondata.com/ 32 32 142004744 From fragmented data to planetary-scale systems: why FSA/MEBS represents a step-change in enterprise modeling https://www.lightsondata.com/fsa-mebs-enterprise-modeling/ https://www.lightsondata.com/fsa-mebs-enterprise-modeling/#respond Mon, 08 Dec 2025 17:59:39 +0000 https://www.lightsondata.com/?p=5801 For decades, organizations have been trying to model themselves clearly enough to build reliable, scalable, and future‑proof information systems. Yet despite thousands of methodologies, tools, and standards, we still see the same symptoms everywhere: Fragmented data Endless integration projects Competing semantics and mismatched models High IT cost for low business agilityIf we step back, it becomes obvious: we’ve never […]

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]]> https://www.lightsondata.com/fsa-mebs-enterprise-modeling/feed/ 0 5801 Optimizing retail operations through a practical data strategy https://www.lightsondata.com/optimizing-retail-operations-through-a-practical-data-strategy/ https://www.lightsondata.com/optimizing-retail-operations-through-a-practical-data-strategy/#respond Tue, 26 Aug 2025 17:11:08 +0000 https://www.lightsondata.com/?p=5704 Given the pace of change in the retail sector, impactful decisions can be a competitive advantage, but many organizations are still in the dark. They're not operating with actionable insights... trusting their gut to make decisions while keeping data in a silo. The solution? An all-inclusive data strategy that makes sense for the organization. This article […]

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]]> https://www.lightsondata.com/optimizing-retail-operations-through-a-practical-data-strategy/feed/ 0 5704 Transforming Marketing Data into Business Growth: Key Insights and Strategies https://www.lightsondata.com/transforming-marketing-data-into-business-growth-key-insights-and-strategies/ https://www.lightsondata.com/transforming-marketing-data-into-business-growth-key-insights-and-strategies/#respond Sun, 15 Dec 2024 18:39:21 +0000 https://www.lightsondata.com/?p=5629 Marketing leaders and data professionals often grapple with a familiar challenge: how to transform marketing data into tangible business growth. During a recent episode of The Lights on Data Show, I had the privilege of speaking with Kasper Bossen-Rasmussen, founder and CEO of Accutics, about this very topic. Together, we explored key takeaways for addressing […]

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]]> https://www.lightsondata.com/transforming-marketing-data-into-business-growth-key-insights-and-strategies/feed/ 0 5629 The future of generative AI’s form factor https://www.lightsondata.com/the-future-of-generative-ais-form-factor/ https://www.lightsondata.com/the-future-of-generative-ais-form-factor/#respond Mon, 30 Sep 2024 12:47:22 +0000 https://www.lightsondata.com/?p=5602 As artificial intelligence (AI) continues to advance, the form factor of generative AI is evolving rapidly. The concept of "form factor" encompasses the systems, interfaces, and user experiences that allow us to interact with AI. It's what bridges the gap between complex machine learning models and practical, everyday use cases. Today, the most familiar form […]

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]]> https://www.lightsondata.com/the-future-of-generative-ais-form-factor/feed/ 0 5602 How to Become a Data Science Freelancer https://www.lightsondata.com/how-to-become-a-data-science-freelancer/ https://www.lightsondata.com/how-to-become-a-data-science-freelancer/#respond Thu, 18 Jan 2024 20:26:11 +0000 https://www.lightsondata.com/?p=5456 Entering the world of freelance as a data professional offers freedom, diversity in projects, and the thrill of entrepreneurship. But how does one transition from a traditional job to a successful freelance career in the data field? Insights from an experienced freelance data consultant shed light on this journey. Table Of Contents 1Key Skills and […]

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]]> https://www.lightsondata.com/how-to-become-a-data-science-freelancer/feed/ 0 5456 Data Governance in 2024 https://www.lightsondata.com/data-governance-in-2024/ https://www.lightsondata.com/data-governance-in-2024/#respond Wed, 20 Dec 2023 00:11:00 +0000 https://www.lightsondata.com/?p=5440 As we approach 2024, the landscape of data governance is set to undergo transformative changes. This article delves into the anticipated advancements and shifts in data governance, highlighting the integration of AI, the importance of metadata management, the emphasis on data quality and literacy, evolving operating models, and the integration of data warehousing and lake […]

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]]> https://www.lightsondata.com/data-governance-in-2024/feed/ 0 5440 5 Steps to Achieve Proactive Data Observability – Explained Over Beers https://www.lightsondata.com/5-steps-to-achieve-proactive-data-observability-explained-over-beers/ https://www.lightsondata.com/5-steps-to-achieve-proactive-data-observability-explained-over-beers/#respond Wed, 27 Sep 2023 10:28:05 +0000 https://www.lightsondata.com/?p=5369 In the multifaceted realm of data management, aspiring to master proactive data observability often mirrors the meticulous craftsmanship that goes into brewing the quintessential batch of beer. It is a symphonic endeavor that calls for a harmonious blend of varied elements, a craft demanding skill, finesse, and an adept understanding of the underlying balances at […]

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]]> https://www.lightsondata.com/5-steps-to-achieve-proactive-data-observability-explained-over-beers/feed/ 0 5369 Data Observability vs. Data Quality: A Comprehensive Discussion https://www.lightsondata.com/data-observability-vs-data-quality-a-comprehensive-discussion/ https://www.lightsondata.com/data-observability-vs-data-quality-a-comprehensive-discussion/#comments Thu, 03 Aug 2023 11:03:38 +0000 https://www.lightsondata.com/?p=5381 In today's data-driven world, organizations rely on data to make critical decisions, gain insights, and drive business growth. However, as data becomes more abundant and complex, ensuring its accuracy, reliability, and timeliness becomes increasingly challenging. This is where data observability and data quality practices come into play. Data observability is a relatively new concept that focuses […]

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]]> https://www.lightsondata.com/data-observability-vs-data-quality-a-comprehensive-discussion/feed/ 1 5381 Top 10 Data Quality Myths You Should Know https://www.lightsondata.com/top-10-data-quality-myths/ https://www.lightsondata.com/top-10-data-quality-myths/#comments Mon, 10 Jul 2023 13:56:57 +0000 https://www.lightsondata.com/?p=5310 In the current digital era, the power of data has never been more crucial to the success of businesses. Data quality – the degree to which data is accurate, reliable, and applicable – is now a hot topic, as companies scramble to derive the most insights from their burgeoning data reserves. However, navigating the complex […]

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]]> https://www.lightsondata.com/top-10-data-quality-myths/feed/ 1 5310 Understanding the Data Lakehouse: An Easy To Understand Overview https://www.lightsondata.com/understanding-the-data-lakehouse-an-easy-to-understand-overview/ https://www.lightsondata.com/understanding-the-data-lakehouse-an-easy-to-understand-overview/#respond Fri, 30 Jun 2023 13:06:09 +0000 https://www.lightsondata.com/?p=5302 The concept of the data lakehouse has gained significant attention in recent years as a new approach to managing and analyzing data. In this article, we will delve into what a data lakehouse is, its key components, and its benefits for organizations.What is a Data Lakehouse?A data lakehouse is a hybrid data architecture that combines […]

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