THE DATA DRIVEN CO.

driven by business. powered by data.

Category: Insights

  • Scaling Analytics at The Control Group: Replacing Legacy MySQL with Snowflake

    Operational databases are engineered for transactional throughput, not heavy analytical aggregation. At The Control Group, relying on MySQL to run complex business intelligence queries created severe infrastructure bottlenecks. Critical analytical queries regularly took over two hours to complete—if they didn’t fail outright due to query timeouts—leaving the technical team stuck in a constant struggle to…

  • Optimizing BigQuery: How a Pipeline Audit Cut Costs by 75% at Huckberry

    Cloud data warehouses make scaling effortless, but without strict pipeline governance, minor technical inefficiencies quickly compound into massive monthly spend. During a recent data architecture audit for outdoor retailer Huckberry, an examination of historical BigQuery execution logs revealed a classic optimization trap: high-frequency execution running on completely static data. The Problem: Redundant Execution and Idle…

  • Restoring Trust in Sales Compensation at HD Supply: From Excel Chaos to SQL Automation

    When sales representatives spend hours maintaining shadow spreadsheets just to audit their own paychecks, an organization has a serious data trust crisis. Inaccurate compensation statements don’t merely frustrate reps—they actively drain revenue-generating time and erode confidence in operational leadership. This was precisely the bottleneck facing the team at HD Supply. The Challenge: The High Cost…

  • Leveraging dbt to Make Sense of Data Chaos: A Guide for Business Executives

    In today’s rapidly evolving business landscape, data is the lifeblood that fuels innovation, growth, and strategic decision-making. However, the sheer volume and complexity of data can quickly lead to a chaotic and unmanageable environment. This is where dbt (data build tool) comes in, offering a powerful solution for taming the data chaos. Here’s how dbt…

  • 6 Benefits of a Modern Data Stack

    In today’s fast-paced business environment, information is king. The ability to collect, analyze, and make decisions based on data can set a company apart from its competitors. Enter the modern data stack, a toolkit that allows businesses to tap into the power of data, even if they don’t have technical expertise. 1. Improved Decision Making…

  • Data Modeling: The Core of Successful Analytics Departments

    The digital transformation has brought an unprecedented surge in data across industries, creating enormous opportunities for mid-market businesses. Harnessing the insights buried within this data can be the key to driving innovation, identifying new market opportunities, enhancing customer experiences, and optimizing operations. However, a common challenge faced by many organizations, including yours, is the disorganization…

  • Unlock the Power of Data: Scalable Investment in a Cloud Data Warehouse

    In today’s digital age, businesses are generating more data than ever before. With the rise of e-commerce, social media, and other online platforms, companies must find ways to store and manage vast amounts of data to remain competitive. A cloud data warehouse is a modern solution that allows businesses to store, manage, and analyze their…