Feb 8 · 3 min read · Modern data platforms promise scale, speed, and flexibility — yet they often feel overly complex.Data lakes, warehouses, pipelines, BI layers, governance tools — instead of simplifying analytics, many platforms seem to add more moving parts. This com...
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Jan 25 · 11 min read · I have been working with containerized applications for quite some time, and the general practice has been to treat compute as a first-class citizen, with data following. So basically, moving data where the compute sits. This architecture is fine whe...
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Jan 12 · 7 min read · Metadata is the foundation of modern analytics and AI. When schemas change, new tables appear, or ownership shifts, those changes ripple immediately through dashboards, models, and pipelines. If metadata lags behind reality, teams lose trust and syst...
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Jul 17, 2025 · 8 min read · Introduction In modern data systems, how you handle data structure isn't just a design decision: it's a strategic one. Whether you're dealing with transactional databases, distributed data lakes, or r
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Jun 11, 2025 · 4 min read · In 2025, the pace of digital transformation continues to accelerate, and businesses across all industries are embracing scalable technologies to remain competitive. Among the most critical enablers of this change are Data Platform Services. These ser...
Join discussionFeb 6, 2025 · 5 min read · For years, stored procedures have been a go-to solution for handling business logic inside databases. They help automate tasks, improve performance, and ensure security. But as data systems grow more complex, stored procedures have started showing th...
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Nov 14, 2024 · 5 min read · In previous discussions I had with colleagues regarding the process of getting requirements for a Data Product, happened to get lost among what should be considered as Data Product requirement and what should be considered as Data Platform requiremen...
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Apr 17, 2024 · 7 min read · Welcome to the first part of our series on data platforms! In this series, we are going to dive into data platforms. In part 1 of the series, we start out by going over the main principles for platform success. In our unique role as a data consultanc...
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Dec 2, 2021 · 7 min read · What is identity resolution and what challenges do we have? Identity resolution (aka Entity resolution) is the process of determining if multiple records represent the same identity in the real world, like a Company, Person, or Place. For example, im...
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Feb 25, 2020 · 2 min read · The azure event grid advanced filter limit is 25 filter values on a single event grid subscription, so this can be across one or more advanced filters within that single event grid subscription. If you just have one advanced filter in an event grid s...
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