From Data Discovery to Deployment—All in One Workflow According to Gartner, data professionals dedicate more than half of their time, 56%, to operational tasks, leaving only 22% for strategic work that drives innovation. This imbalance is especially apparent when...
What is a data model? According to the 2020 State of Data Science report by Anaconda, data scientists spend about 45% of their time on data preparation tasks, including cleaning and loading data. Without well-structured data, even the most advanced AI systems can...
In working with hundreds of data teams through WhereScape’s automation platform, we’ve seen this debate evolve as businesses modernize their infrastructure. Each method, ETL vs ELT, offers a unique pathway for transferring raw data into a warehouse, where it can be...
Kimball’s dimensional modeling continues to play a critical role in machine learning and data science outcomes, as outlined in the Kimball Group’s 10 Essential Rules of Dimensional Modeling, a framework still widely applied in modern data workflows. In a recent...
Automating Data Vault in Databricks can reduce time-to-value by up to 70%—and that’s why we hosted a recent WhereScape webinar to show exactly how. At WhereScape, modern data teams shouldn't have to choose between agility and governance. That's why we hosted a live...
Big Data & AI World London 2025 brought together thousands of data and AI professionals at ExCeL London—and WhereScape was right in the middle of the action. With automation taking center stage across the industry, it was no surprise that our booth and sessions...
Optimizing Healthcare Data Management with Automation Healthcare organizations manage vast amounts of medical data across EHR systems, billing platforms, clinical research, and operational analytics. However, healthcare data integration remains a challenge due to...
During our latest WhereScape webinar, attendees had fantastic questions about Data Vault 2.0, Databricks, and metadata automation. We’ve compiled the best questions and answers to help you understand how WhereScape streamlines data modeling, automation, and...
As of 2023, the global data fabric market was valued at $2.29 billion and is projected to grow to $12.91 billion by 2032, reflecting the critical role and rapid adoption of data fabric solutions in modern data management. The integration of data fabric solutions...