Insights
Gain expert strategies, real-world perspectives, and best practices in data engineering, analytics, and AI. Explore our latest insights to stay ahead in the ever-evolving data landscape.
Blog posts
Flat Tables vs. Snowflake Semantic Models: The Ultimate BI Data Debate
Structuring data for BI is a key decision that impacts performance, scalability, and data consistency. This article compares flat tables and semantic models, highlighting the strengths and trade-offs of each. Learn how a hybrid approach can offer the best of both worlds—combining consistency, flexibility, and efficient analytics across tools and teams.
Driving Sustainability with Data: Improving CO₂ Emissions Reporting Across Supply Chains
Accurate CO₂ emissions reporting is vital for meeting sustainability goals and regulatory requirements. This article delves into the challenges of Scope 3 emissions, the importance of clean data, and how structured data systems like sustainability marts can improve reporting, ensure compliance, and support better decision-making for businesses.
A Simple Approach to Master Data Management to Unify Metrics and Insights
Discover the role of master data management (MDM) in achieving consistent and accurate business metrics. This article explains the concept of master data, outlines key challenges organizations face, and introduces two accessible approaches to MDM. By focusing on practical steps and avoiding common pitfalls, we show how businesses can enhance data quality without large budgets or complex systems.
What As a Data Mart? And What Challenges Does It Solve?
Data marts simplify access to meaningful business metrics, helping leaders drive performance improvements with clarity and precision. This article breaks down what a data mart is, how it functions, and what makes a metric truly effective. Explore how data marts consolidate information from multiple sources to provide actionable insights, avoid common data pitfalls, and enable smarter decision-making.
Faster Metrics with Data Marts (overcoming Data Warehouses challenges)
We explain what data marts are and how they help business leaders in managing their company performance by having faster and better metrics. We start by giving a short history of data warehousing and the typical challenges, and then move over to explain data marts and how they can help companies get better metrics today.