Data Governance Isn’t Data Management Here’s Why the Difference Matters More Than Ever
AI doesn’t fail because of bad models. It fails because organizations confuse data governance with data management. That’s the uncomfortable truth many enterprises are discovering in 2026. Across industries, companies have invested millions in cloud data platforms, lake houses, AI co-pilots, and enterprise analytics. Yet many are still struggling with inconsistent reports, unreliable AI outputs, […]
Why AI Projects Fail: The Cream of Engineers Don’t Understand Data
From the desk of CTO -Balaji krishnamoorthy In the last decade, artificial intelligence has gone from a niche research pursuit to the center of modern technology. Every major organization claims to be “AI-powered.” Yet, despite unprecedented investment, most AI initiatives never make it past the prototype phase. Gartner estimates that up to 85% of AI projects […]