September 10, 2025
From Queries to Agents: The Evolution of Conversational BI in the GenAI EraI’ve been building in the business intelligence (BI) space for over two decades. I’ve seen the rise of self-service BI, the transition to cloud-native analytics, and the promise of augmented insights. Each wave brought new tools, new opportunities, and plenty…
September 9, 2025
Why 95% of Generative AI Pilots Are Failing and How to Actually Fix ItThe Harsh Reality: AI Pilots Are Stalling MIT’s NANDA initiative recently published a study showing that “the 95% failure rate for enterprise AI solutions represents the clearest manifestation of the GenAI Divide.” For executives betting big on AI, that number…
September 4, 2025
How Semantic Context Powers Accurate Natural Language QueryAs Gartner's 2025 Hype Cycle for Analytics and Business Intelligence reveals, natural language query (NLQ) sits at the "Peak of Inflated Expectations" with transformational potential, but without proper semantic foundations, most NLQ implementations fail to deliver on their promise. What…
August 25, 2025
How Semantic Layers Transform Retail Analytics: From BI Tools to AI ChatbotsLast week, I had the privilege of demonstrating how AtScale's Universal Semantic Layer transforms retail analytics during our "Retail Analytics at Scale" Tech Talk alongside our CTO Dave Mariani. As someone who works closely with retail customers daily, I wanted…
August 21, 2025
Retail Analytics Solutions: How to Eliminate Data Silos and Conflicting ReportsA Fortune 50 home improvement retailer with 2,200+ stores was drowning in data chaos. Finance reported one margin number. Store operations had another. Marketing's revenue figures never matched either department. The reconciliation process? A grueling 2-3 weeks of manual Excel…
August 7, 2025
The Missing Link: Using Semantic Layers to Enhance Cortex Analyst AccuracyNatural language querying (NLQ) is revolutionizing how organizations access data, with Snowflake Cortex Analyst leading the way. Business users can ask questions like “What were our top-selling products last quarter?” and receive SQL-generated answers instantly. But despite Cortex Analyst’s impressive…
July 22, 2025
The Future Is Open: Why Open Semantics Matter More Than EverWhen we launched AtScale over a decade ago, the idea of a universal semantic layer was ahead of its time. Today, it’s no longer a vision, and it’s the foundation for modern analytics and enterprise AI. At the 2025 Semantic…
July 16, 2025
The Future of Business Intelligence: Trends to Watch in 2025 and BeyondBusiness intelligence is evolving fast. In 2025, AI, machine learning, and real-time analytics will fundamentally reshape the way enterprises ask questions, deliver answers, and act on data. Dashboards are no longer just reporting tools; they’re interactive, intelligent systems. And business…
July 14, 2025
Future-Proofing Enterprise AI: Why AtScale’s MCP Integration Is a Game-Changer for the Semantic LayerAt 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, the stakes and the opportunities…
June 26, 2025
Why Enterprise AI Agents Need a Semantic Layer: A Reflection on Where the Industry Is Headed and How AtScale Has Been Leading All AlongIf it feels like everyone is suddenly talking about agentic AI, you're not wrong. In just the past few months, some of the biggest names in data have signaled a shift in how we think about analytics, automation, and intelligence:…
