Building Enterprise AI Capability: From Strategy to Execution

In this panel discussion on building AI enterprise capability, Richard Fleming from Bain & Company is joined by Kavitha Mistry (CTO at AMP), Artak Amirbekyan (Head of Data and AI at Transurban), and Amy Shi-Nash (Head of Analytics and AI at Tabcorp). Amy explains that success with generative AI starts with early experimentation to move beyond the hype and uncover practical opportunities and risks. She highlights the transformational potential of unlocking unstructured data using tools like knowledge graphs, which allow organisations to surface value from underutilised information. This groundwork enabled her team to shape a robust AI strategy, grounded in both realistic potential and clearly defined guardrails.

Kavitha builds on this by emphasising the role of strong leadership, crediting AMP’s CEO as the sponsor of their AI journey. She describes a deliberate and structured approach to capability building, including a central AI hub, responsible AI frameworks co-developed with academic partners,…