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Susanna Kipping

Susanna Kipping

Director of Operational Excellence, Sparke Helmore

Panel | From Generate to Govern: Building a Defensible AI Framework in the Age of Agentic Legal Practice

The question is no longer whether firms adopt AI, but whether they can govern it responsibly as it shifts from a tool that drafts to one that decides and acts. Generative AI gave lawyers a research assistant; agentic AI puts an autonomous agent in the workflow. This shift demands governance architecture, not just policy. This panel examines what defensible AI governance looks like for Australian firms: data classification, human oversight, and practical frameworks that create an auditable record of responsible use.

3 Key Learnings

  1. Agentic AI demands a governance redesign, not a policy update. Organisations that don't understand this distinction are exposed in ways they may not yet recognise. 
  2. Australian legal practitioners have concrete obligations under the Privacy Act, legal professional privilege, and duties of confidentiality that apply to AI use right now, not at some future regulatory inflection point. 
  3. A defensible AI governance position is achievable in 30 days and is fast becoming a client trust signal, however organisations that act now are building competitive advantage, not just managing risk.

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