Blog

August 5, 2025 / 5 MIN READ

Addressing the Week 53 Retail Calendar Challenge: A Flexible, Tool-Agnostic Approach with AtScale

Retail organizations rely on specialized calendars, such as the “4-4-5” week and similar flavors, to capture the annual and weekly activity driven by holiday and day-of-week purchasing cycles. Organizing Quarters into standardized Months consisting of…

Posted By: Daren Drummond

July 14, 2025 / 4 MIN READ

Future-Proofing Enterprise AI: Why AtScale's MCP Integration Is a Game-Changer for the Semantic Layer

At AtScale, we’ve always believed that the semantic layer is the cornerstone of enterprise data strategy. It brings consistency, governance, and business context to analytics. But as generative AI enters the enterprise at full speed,…

Posted By: Dave Mariani

July 10, 2025 / 5 MIN READ

Unlocking Agile Analytics with Composable Semantic Models from AtScale

In today’s fast-paced world, companies must utilize data to make informed decisions. However, with so much data coming from various sources, company records, sales systems, cloud storage, and live data feeds, it’s challenging to maintain…

Posted By: Brendan Peterson

February 13, 2024 / 3 MIN READ

Unleashing the Potential of Self-Service Analytics: The Role of AI in Transforming Metric Stores

Self-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…

Posted By: Elif Tutuk

March 31, 2025 / 3 MIN READ

Building Trust in NLQ: How to Improve Cortex Analyst Results in Snowflake

Natural language querying (NLQ) has the potential to make data accessible to everyone — not just analysts and data engineers. But in practice, tools like Snowflake Cortex Analyst often deliver inconsistent or inaccurate results. That…

Posted By: Macaulay Parker

March 6, 2025 / 3 MIN READ

Troubleshooting Snowflake Cortex Analyst: Why Your Results Aren't Accurate

Getting inconsistent or inaccurate results from Snowflake Cortex Analyst? You’re not alone. While Cortex Analyst’s text-to-SQL engine often boasts over 90% accuracy, real-world use cases frequently expose gaps in precision, context, and consistency. The culprit…

Posted By: Macaulay Parker

March 13, 2025 / 3 MIN READ

Excel + Snowflake: How AtScale Helps Bridge the Gap Between Data Warehouse and Spreadsheet Analysis

Despite heavy investments in Snowflake’s modern data platform, many business users still default to Excel for day-to-day analysis. The result? Stale extracts, inconsistent KPIs, and a frustrating disconnect between centralized data and the tools people…

Posted By: Macaulay Parker

May 9, 2025 / 5 MIN READ

How Multinational Enterprises Can Solve the Currency Conversion Challenge with a Semantic Layer

For multinational enterprises, currency conversion is more than just a finance function—it’s a complex data modeling challenge that directly impacts revenue reporting, profitability analysis, and strategic planning. Exchange rates fluctuate constantly, and without a flexible,…

Posted By: Aodan Matthews

April 22, 2025 / 4 MIN READ

How Vodafone Portugal Transformed Telecom Analytics with AtScale’s Semantic Layer + Celfocus

In telecommunications, data is abundant, but turning it into useful insights can be extremely difficult. Communication Service Providers (CSPs) operate in a fast-paced, highly competitive market, where success depends on efficiently managing massive volumes of…

Posted By: Cort Johnson

April 9, 2025 / 3 MIN READ

Modernizing OLAP for the Cloud: Why Legacy BI Needs a Semantic Upgrade

Organizations that have relied on OLAP cubes for years are hitting a wall. The traditional OLAP approach—great for fast, multidimensional analysis—was never designed for the modern cloud data ecosystem. And with the rise of cloud…

Posted By: Dave Mariani

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Blog

Addressing the Week 53 Retail Calendar Challenge: A Flexible, Tool-Agnostic Approach with AtScale

Future-Proofing Enterprise AI: Why AtScale's MCP Integration Is a Game-Changer for the Semantic Layer

Unlocking Agile Analytics with Composable Semantic Models from AtScale

Unleashing the Potential of Self-Service Analytics: The Role of AI in Transforming Metric Stores

Building Trust in NLQ: How to Improve Cortex Analyst Results in Snowflake

Troubleshooting Snowflake Cortex Analyst: Why Your Results Aren't Accurate

Excel + Snowflake: How AtScale Helps Bridge the Gap Between Data Warehouse and Spreadsheet Analysis

How Multinational Enterprises Can Solve the Currency Conversion Challenge with a Semantic Layer

How Vodafone Portugal Transformed Telecom Analytics with AtScale’s Semantic Layer + Celfocus

Modernizing OLAP for the Cloud: Why Legacy BI Needs a Semantic Upgrade