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/ 7 MIN READ

Stop Writing Your Semantic Model. Start Reviewing It.

Executive summary AI tools, like AtScale’s CoModel, can now draft most of a semantic model, and that will change the data modeler’s job. Claude Sonnet 5, working through a semantic layer that AI generated and…

Posted By: Naveen Hariprasad

/ 7 MIN READ

Self-Service Analytics Stalled Once. Will AI Stall It Again?

Executive summary Self-service BI stalled at about 25% of employees for more than a decade because the numbers didn’t agree, not because the tools were hard to use. AI chat makes asking easy again, but…

Posted By: Naveen Hariprasad

/ 7 MIN READ

You Defined Your Metric Once. So Why Don't Your AI Tools Agree?

Executive summary AI tools don’t agree because each one writes its own query, and the query is where a metric gets computed. A shared definition tells a tool what retention means, but the tool still…

Posted By: Naveen Hariprasad

/ 8 MIN READ

Data Analytics is The Foundation of an Enterprise AI Strategy

There is a massive global investment in enterprise AI . While the potential for AI-driven value is huge, organizations are struggling with a common set of challenges to realizing this potential: Lack of data scientists,…

Posted By: Dave Mariani

/ 7 MIN READ

Augmented Analytics: The Convergence of BI and Data Science

One of the defining themes of digital transformation is the proliferation of AI-driven insights across all enterprise business processes. With the growth of cloud data platforms, the complexity of managing big data has been radically…

Posted By: Daniel Gray

/ 5 MIN READ

How Top Data Leaders Align AI & BI to Business Outcomes

Many organizations still view machine learning and big data analytics through a technical prism. Business leaders know that the fundamental value proposition of these methodologies is in achieving better business outcomes.  I had the pleasure…

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/ 10 MIN READ

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…

Posted By: Zach Eslami