Thought Leadership Archives

January 9, 2025 / 6 MIN READ

Accelerating Business Outcomes with Turnkey Data Products in Cloud Marketplaces

As the CTO of AtScale, I’ve had a front-row seat to the rapid evolution of data and analytics technologies. In today’s fast-paced business environment, organizations are under increasing pressure to derive actionable insights from their…

Posted By: Dave Mariani

February 6, 2025 / 5 MIN READ

The Top 5 Software Quality Metrics and How a Semantic Layer Elevates Enterprise Data and Analytics

In the fast-paced world of modern enterprises, software quality is the cornerstone of successful data and analytics operations. Reliable, efficient, and secure software ensures organizations can turn raw data into actionable insights, empowering decision-making and…

Posted By: Brendan Peterson

February 27, 2025 / 9 MIN READ

The Current Challenges in Big Data: Navigating the Complexities of a Data-Driven World

In this digital age, big data is both an opportunity and a challenge for enterprises. While the insights derived from big data can drive innovation, improve customer experiences, and streamline operations, the complexities of managing,…

Posted By: Cort Johnson

March 20, 2025 / 5 MIN READ

Semantic Layers in Data Strategy: Enabling Governance and Democratization

Recently, I had the opportunity to join the EDM Council webinar, Semantic Layers in Data Strategy: Enabling Governance and Democratization , alongside industry experts, including Morgan Templar , Chief Executive Officer at First CDO Partners,…

Posted By: Dave Mariani

March 27, 2025 / 7 MIN READ

Breaking Data Silos with Cross-Cloud Federation and Semantic Layers: Key Takeaways from the TDWI Expert Panel

A cross-cloud semantic layer gives you one consistent, governed view of your data no matter which cloud warehouses or lakehouses it lives in, so you don’t have to duplicate metrics logic across Snowflake, Databricks, BigQuery,…

Posted By: Dave Mariani

April 24, 2025 / 5 MIN READ

How to Get Executive Buy-In for a Semantic Layer: Turning Technical Wins Into Business Value

Why Executives Need to See the Business Value of a Semantic Layer After months of rigorous testing, Alex, the data engineer at PrecisionWorks, has validated a semantic layer that transforms analytics across the enterprise. (New…

Posted By: Dave Mariani

April 29, 2025 / 4 MIN READ

Top 5 Reasons to Attend the 2025 Semantic Layer Summit: AI, GenAI, NLQ & More

As the data and analytics landscape evolves rapidly, enterprise organizations are rethinking how they deliver scalable, governed, and intelligent insights. At the center of this transformation? The semantic laye r—a foundational component of the modern…

Posted By: Cort Johnson

May 1, 2025 / 11 MIN READ

Semantic Agents: Bridging the Gap between Data Silos and Actionable Insights

This post was written by Dr. Arun Marar, PhD, MS, Dr. Prashanth Southekal, PhD, MBA, and Tobias Zwingmann, MS. It was originally published on the website D2A2 . Most business enterprises have data silos due…

Posted By: Prashanth Southekal, PhD, MBA

May 13, 2025 / 4 MIN READ

How AtScale and Databricks Genie Democratize Data Intelligence with AI + a Semantic Layer

In our recent webinar, Democratizing Data Intelligence Across the Supply Chain with a Semantic Layer , I had the pleasure of speaking with Joshua Green , Data and AI Strategist at Databricks , about how…

Posted By: Dave Mariani

May 22, 2025 / 5 MIN READ

Building Enterprise-Grade GenAI Applications: Key Takeaways from Our Expert Panel

As organizations accelerate their adoption of generative AI (GenAI) , one thing has become clear: enterprise-grade AI isn’t just about plugging in a foundation model and hoping for magic. It’s about building intelligent systems that…

Posted By: Dave Mariani

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Accelerating Business Outcomes with Turnkey Data Products in Cloud Marketplaces

The Top 5 Software Quality Metrics and How a Semantic Layer Elevates Enterprise Data and Analytics

The Current Challenges in Big Data: Navigating the Complexities of a Data-Driven World

Semantic Layers in Data Strategy: Enabling Governance and Democratization

Breaking Data Silos with Cross-Cloud Federation and Semantic Layers: Key Takeaways from the TDWI Expert Panel

How to Get Executive Buy-In for a Semantic Layer: Turning Technical Wins Into Business Value

Top 5 Reasons to Attend the 2025 Semantic Layer Summit: AI, GenAI, NLQ & More

Semantic Agents: Bridging the Gap between Data Silos and Actionable Insights

How AtScale and Databricks Genie Democratize Data Intelligence with AI + a Semantic Layer

Building Enterprise-Grade GenAI Applications: Key Takeaways from Our Expert Panel