AI Is About to Break Your BI Architecture (If You Don't Redesign It First)

AI doesn’t fix BI architecture - it stress-tests it. If your dashboards rely on live warehouse queries, AI will multiply cost volatility and instability. The future isn’t real-time. It’s decision-aligned architecture: governed ingestion, scoped semantic models, and execution discipline before intelligence.