Business June 2026 ETL is Dead. Long Live Semantic ETL: Why Traditional Pipelines Can’t Feed an AI Stack TL;DR: The ETL category was built in the 1990s to feed BI dashboards. It assumes rigid schemas, batch windows, and...
Business May 2026 Stop Measuring Migration Success on Day One. There is a number you’ve likely run across if you’ve ever scoped an enterprise data migration: 83% of migration projects...
Business May 2026 What is Semantic ETL? The Architecture for AI-Ready Data Pipelines TL;DR: Traditional ETL was built to move rows. Semantic ETL is a new category of data transformation built to move...
Business May 2026 The Migration Tax: Why 70% of CRM/ERP Replatforming Projects Bleed Budget Past Year One TL;DR: Most CRM and ERP replatforming projects don’t fail at go-live — they fail in the eighteen months that follow,...
Business May 2026 The Hidden Cost of AI: Why Your “Data Debt” is Killing ROI TL;DR: Most enterprise AI projects fail not because of the AI, but because of “Data Debt”—messy, unverified legacy data. To...
Business April 2026 The Iceberg Trap: Why Your AI Strategy is Sinking Your company (And How to Fix It) Everyone is looking at the tip of the iceberg. You’ve seen the headlines. The MIT “Iceberg” report confirms it: Generative...