Enterprise AI has a production problem. Companies can build impressive pilots, yet many systems fall apart … The Data Readiness Crisis: Why Enterprise AI Pilots Stall Before ProductionRead more
Data Governance
Synthetic Data Won’t Save You From a Bad Privacy Strategy
A company swaps production records for generated data, calls the new dataset privacy-safe, and grants a … Synthetic Data Won’t Save You From a Bad Privacy StrategyRead more
AI Writes the Code. Humans Still Carry the Risk
AI Made the First Draft Cheap: Correctness Is Still Expensive On June 16, Databricks introduced an … AI Writes the Code. Humans Still Carry the RiskRead more
AI Agents Need Context, Not Perfect Data: The Case for Risk-Based Data Quality
Gleb Mezhanskiy spent years building tools to make enterprise data clean. In March 2026, the Datafold … AI Agents Need Context, Not Perfect Data: The Case for Risk-Based Data QualityRead more
Digital Transformation Starts Where Decisions Happen, Not Where Data Is Stored
The Data Centralization Myth: Why Transformation Needs Governed Decentralization Companies spend millions on warehouses, lakehouses, and … Digital Transformation Starts Where Decisions Happen, Not Where Data Is Stored Read more