Introduction Senior data leaders are being asked to navigate a level of complexity that feels new, even by recent standards. Across Australia, organisations are under pressure to turn AI ambition into real outcomes, often while working with fragile data foundations that were never designed for this level of demand. Other factors compound that pressure. Economic conditions remain uncertain, budgets are under scrutiny, supply chains continue to shift, and expectations from shareholders, customers and employees continue to rise.  At the same time, timelines are shrinking, with leaders expected to deliver results faster than ever. It’s no surprise that Gartner predicts that over 40% of agentic AI projects will be...