Beyond the Checkbox: Proportionality & Forensic Documentation for High-risk Tech

Recent enforcement actions by the OAIC have sent a clear message to businesses adopting high-risk technology: good intentions are not enough. A carefully structured and documented to governance and oversight is critical for supporting the responsible deployment of new technology in a fully compliant manner. Privacy impact assessments are the bare minimum. Thorough due diligence and proportionality analysis is expected, with the objective of minimizing privacy impacts while ensuring adequate levels of transparency and control for consumers. This session will dig into case studies and tackle some of the process questions practitioners face when deploying AI, biometrics, and other high-risk technologies. How do you assess proportionality when the technology is novel and regulatory guidance is still catching up? What does forensic-quality documentation look like when a regulator reviews your files? And how can all of this be communicated to consumers in a clear and transparent fashion? Drawing on frontline experience from practitioners deploying cutting-edge technology across fast-moving global businesses, this session offers practical insight into building privacy risk frameworks that are rigorous, defensible, and genuinely privacy-by-design.

What you will learn:
• How to assess proportionality when implementing high-risk technologies such as AI and biometrics and how to document that reasoning in a way that withstands regulatory scrutiny.
• What recent enforcement actions reveal about where organizations actually fall short.
• How to manage global regulatory risk alongside non-legal risks (reputational harm, erosion of customer trust).
• What Australia's incoming automated decision-making obligations mean for your privacy risk assessment framework.