July 21, 2022

Ops for MLOps: AtScale AI Innovation Council Insights

We kicked off our inaugural AtScale AI Innovation council today discussing a hot topic: Ops for MLOps: Best practices and processes to expedite model creation and reduce the need for significant re-training. We had a fantastic group of members dive…

Posted by: Zach Eslami

July 7, 2022

The Business Impact of Using a Semantic Layer for AI and BI

Companies are in the midst of making major investments in modern cloud data and analytics platforms to improve business growth, customer loyalty, efficiency, and profitability. Questions concerning if an investment to enable data, insights, and analytics is warranted have been…

Posted by: Prashanth Southekal, PhD, MBA

June 30, 2022

Shifting to a Dimensional Data Modeling Approach Using a Semantic Layer

There are six key areas for effectively consuming data for business insights: storing the data, having access to the data, modeling the data, analyzing it, consuming it, and generating insights from it. For organizations looking to advance in each of…

Posted by: Dave Mariani

June 23, 2022

How to Use Excel in the Cloud for High-Speed Analytics

Despite having a billion users, Excel is not always thought of as a business intelligence (BI) tool. Yet Excel remains by far the predominant BI consumption platform in enterprise data because its formulas and functions make it a powerful tool…

Posted by: Dave Mariani

June 21, 2022

Rethinking Feature Stores to Better Align AI/ML to Business Impact

“We are drowning in information, but starved for knowledge.” - John Naisbitt The wheels of commerce are always churning, pushing merchants to find new opportunities, answers to questions, and the next breakthrough strategy to keep growing. One can imagine the…

Posted by: Zach Eslami

June 14, 2022

What Is DataOps and How a Semantic Layer Can Support It

There are six key areas for effectively consuming data for business insights: data, access, model, analyze, consume, and insights. For organizations looking to advance in each of these areas, AtScale’s Data and Analytics Maturity Model Workshop explains how teams can…

Posted by: Dave Mariani