Select Page

Insights from BARC’s “Data Warehouse and Data Vault Adoption Trends”

| February 23, 2024
BARC report

The “Data Warehouse and Data Vault Adoption Trends” whitepaper, crafted by BARC Research & Eckerson Group, emerges as a crucial beacon for enterprises navigating the intricate realms of data management. This April 2023 publication serves not just as a report but as a strategic manual for businesses seeking to harness the full potential of their data in an age where information dictates market leadership.

Data Warehouse and Data Vault Trends

In this vibrant landscape, the whitepaper throws light on the enduring significance of data warehouses, predominantly those in the cloud, as the backbone of today’s analytics infrastructure. Despite the advent of new models like data lakes, 82% of organizations embrace a blend of multiple architectural types, underscoring a trend towards a more eclectic approach in big data management.

The data vault, while a less common sight, is making waves in circles of best-in-class companies. These forward-thinking entities recognize the data vault’s prowess in scalability and standardization, positioning themselves at the vanguard of data management evolution.

Agile Data Architecture

As the data environment continues to evolve, the importance of adopting architectures that are both sustainable and agile becomes increasingly clear. This imperative arises from the dynamic nature of the data landscape, necessitating a flexible approach that encompasses both business strategy and IT infrastructure to stay ahead in today’s competitive market.

Data Quality and Data Automation

Here, automation stands out as a critical component. The report advocates embracing commercial automation tools like those offered by WhereScape, like WhereScape RED and WhereScape 3D, which streamline data integration and improve data quality. In fact, 69% of the 238 data & analytics practitioners and leaders that were surveyed have already automated their data integration processes, reflecting a paradigm shift towards more automated, efficient data environments.

Data Vault Innovation

A trend that stands out distinctly is the adoption of the data vault model by industry leaders and innovators. These trailblazing companies set themselves apart by integrating the data vault into their strategies, creating data management systems that are not only more scalable but also more efficient.

Within these top-tier organizations, commercial automation tools, like those offered by WhereScape, play a pivotal role, with 62% adopting these solutions to bolster their data management capabilities.

Data Automation Benefits

Envisioning the road ahead in data warehouse automation, the discussion in the document shifts towards a future where the essence of data management is encapsulated by three core tenets: agility, superior data quality, and the embrace of robust automation. 

This perspective emphasizes the importance of a deepened engagement with the data vault model. Such an approach is not just beneficial but essential for effectively navigating the myriad challenges and capitalizing on the opportunities that arise from the ever-evolving landscape of data processing and storage technologies.

Elevate Your Data Strategy: Download the Whitepaper Today

For a comprehensive understanding and to ensure your organization is at the forefront of data management innovation, downloading the full whitepaper is a must. This white paper benefits any organization aspiring to enhance its data management strategies and align with the best in the industry, leveraging cutting-edge tools like WhereScape to transform their data landscape.

Download the Whitepaper Here.

If you’re ready to revolutionize your data management by saving time, and money, and coding less, request a demo here.

About BARC

BARC is a leading analyst firm for data & analytics and enterprise software with a reputation for unbiased and trusted advice. Our expert analysts deliver a wide range of research, events and advisory services for the data & analytics community.

Our innovative research evaluates software and vendors rigorously and highlights market trends, delivering insights that enable our customers to innovate with data, analytics, and AI.

BARC’s 25 years of experience with data strategy & culture, data architecture, organization and software selection help clients transform into truly data-driven organizations.

www.barc.com

Data Foundation Guide: What It Is, Key Components and Benefits

A data foundation is a roadmap for how data from a variety of sources will be compiled, cleaned, governed, stored, and used. A strong data foundation ensures organizations get high-quality, consistent, usable, and accessible data to inform operational improvements and...

Data Automation: What It Is, Benefits, and Tools

What Is Data Automation? How It Works, Benefits, and How to Choose the Best Platform Data automation has quickly become one of the most important strategies for organizations that rely on data-driven decision-making.  By reducing the amount of manual work...

New in 3D 9.0.6: The ‘Repo Workflow’ Release

For modern data teams, the bottleneck isn’t just modeling - it comes down to how fast you can collaborate, standardize and move changes across environments. In developing WhereScape 3D 9.0.6, we focused on turning the repository itself into a first-class workflow...

Automating Data Vault 2.0 on Microsoft Fabric with WhereScape

Enterprises choosing Microsoft Fabric want scale, governance, and agility. Data Vault 2.0 (DV2) delivers those outcomes at the modeling level: Agility: add sources fast, without refactoring the core model. Auditability: every change is tracked; nothing is thrown away....

Unlocking ROI in Microsoft Fabric with WhereScape Automation

When organizations first evaluate Microsoft Fabric, the promise is clear: unified data, simplified architecture, and faster insights. But the real questions come down to ROI: How quickly can your team deliver governed analytics on Fabric? How much manual effort is...

The Fabric Complexity Challenge: Why Automation is Key

Microsoft Fabric is an undeniably powerful platform. By bringing together OneLake, Fabric Data Warehouse, Data Factory, Power BI and Purview, it creates a unified analytics ecosystem for modern enterprises. But as many teams quickly discover, power often comes with...

Related Content

Data Foundation Guide: What It Is, Key Components and Benefits

Data Foundation Guide: What It Is, Key Components and Benefits

A data foundation is a roadmap for how data from a variety of sources will be compiled, cleaned, governed, stored, and used. A strong data foundation ensures organizations get high-quality, consistent, usable, and accessible data to inform operational improvements and...

Data Automation: What It Is, Benefits, and Tools

Data Automation: What It Is, Benefits, and Tools

What Is Data Automation? How It Works, Benefits, and How to Choose the Best Platform Data automation has quickly become one of the most important strategies for organizations that rely on data-driven decision-making.  By reducing the amount of manual work...