Across industry, organisations are investing heavily in enterprise platforms for analytics, digital twins and artificial intelligence. These platforms promise better decisions, improved efficiency and, increasingly, autonomous or "agentic" operations that can respond dynamically to changing conditions. Yet many programmes struggle to move beyond pilot. When initiatives stall, the