April 6, 2026
Best Data Governance Tools for Enterprises: 2026 GuideFor years, data governance was viewed as a background concern. Teams had bigger priorities to tackle and more pertinent problems to solve. Then AI agents came into the fold and started generating business decisions from inconsistent data, and suddenly, governance…
As AI agents move beyond the helpful copilot phase and into more powerful applications, enterprises are responding with global adoption. Agentic AI is everywhere, from analytics and finance to customer service and operations. It's changing how organizations go from asking…
March 30, 2026
Why AI Agent Governance is the Latest Priority for EnterprisesOver the past year alone, AI tools that once surfaced insights and handed them to a human for action have begun carrying out those actions themselves. Sixty-two percent of organizations are now experimenting with AI agents, according to McKinsey's latest…
March 27, 2026
AI vs. BI: Differences, What Changed, and Why Semantics Became CriticalEnterprise analytics was never just about data. It was about trust and confidence, getting the right people the right information so they could make intelligent decisions and keep things moving forward. The BI stack was made for that purpose, and…
March 26, 2026
AI Agents Are Transforming Compliance: Opportunities and Risks for Enterprise DataAutonomous AI agents, which are systems designed to accomplish tasks and goals independently without human oversight, have become integral across a wide range of use cases, spanning from customer service to supply chain management. It's no surprise that, as regulatory…
March 16, 2026
Using AI Agents for Data Analysis: How Autonomous Agents Are Changing AnalyticsFor a long time, enterprise analytics centered around building dashboards, running scheduled reports, and relying on the right person to ask the right question at the right time. That model is changing. Autonomous AI agents can now look through data…
February 13, 2024
Unleashing the Potential of Self-Service Analytics: The Role of AI in Transforming Metric StoresSelf-service analytics has long been hailed as a transformative force in data-driven decision-making. However, persistent challenges such as poor data quality, debates over control between IT and business units, and the absence of robust governance controls have hindered its realization.…
December 12, 2023
Enhancing Data Governance: Optimizing the Fusion of AtScale Semantic Layer and Alation Data Intelligence PlatformIn today's organizational landscape, ensuring the precision, comprehensiveness, and reliability of data stands as a pivotal element for success. Achieving robust data governance necessitates leveraging a suite of indispensable tools that oversee data integrity, fortify security, and enhance usability. In…
November 21, 2023
Why is Dimensional Data Modeling a Core Capability of the Semantic Layer?This is a series of blog posts based on AtScale TechShorts – an interactive video series to build a foundational understanding of the core building blocks of the universal semantic layer in the modern data stack. Here are links to…
November 16, 2023
The Metric Store and its Role in the Modern Data StackThis is a series of blog posts based on AtScale TechShorts – an interactive video series to build a foundational understanding of the core building blocks of the universal semantic layer in the modern data stack. You can read the…
November 9, 2023
A Mesh Framework for Agile and Governed Analytics Product CreationThere's a noticeable upward trend in which many organizations are increasingly inclined to delegate data and analytics responsibilities across various dispersed business units or teams. This strategic alignment is often facilitated by the implementation of a data mesh, emphasizing data…
October 24, 2023
The Semantic Layer and its Role in the Modern Data StackThis is a series of blog posts based on AtScale TechShorts – an interactive video series to build a foundational understanding of the core building blocks of the universal semantic layer in the modern data stack. In today's business landscape,…
October 12, 2023
Analytics Mesh: The LEGO Bricks of Data ProductsComposable Semantic Objects accelerate the creation of new data products I have been a LEGO fan since I was a kid. It's not just because the colorful blocks are fun to play with, but because they inspired my creativity, enabling…
October 5, 2023
The Metrics Store: The Connecting Language between Data and BusinessBusinesses rely on metrics as a foundation for self-assessment. These metrics offer a quantifiable means to evaluate a business's performance across various facets. By diligently monitoring key performance indicators (KPIs), organizations gain a clear understanding of their progress toward attaining…
April 3, 2023
Three Data Analytics Strategies from the 2023 Gartner SummitI was recently at the Gartner Data and Analytics Summit in Orlando. As a product leader, it was a great opportunity to meet with many chief data and analytics officers. I also had the privilege of chatting with many data…
February 7, 2023
Building Guardrails into your Data Mesh with Analytics GovernanceAs we covered in the first three parts of our data mesh series, a successful data mesh approach empowers domain experts to build their own data products with centrally-governed building blocks. And to enable this model, organizations need to facilitate…
January 31, 2023
How to Implement a Composable Analytics Strategy that Supports your Data MeshAs we covered in parts one and two of this blog series, organizations establish data mesh in order to create more widespread, flexible data access across the entire business. And in order to achieve this, a data mesh approach must…
January 24, 2023
Data Mesh Success Depends on Business-Ready DataThe modern data-driven organization creates, captures, and manages a massive amount of data from many sources. These data assets hold massive potential to generate business value: reducing costs, gaining operational efficiencies, finding new sources of revenue, and outperforming competition. Realizing…