Automation and AI Governance Risk

The rapid adoption of AI introduces a "Black Box" liability. Because AI models are probabilistic, not deterministic. They don’t retrieve information, they generate it based on likelihood.

As efficiency increases with increased use of AI, transparency decreases. Relying on "Black Box" decisions without oversight invites legal and reputational exposure.

Innovation can’t outpace control. Implement the structural logic required to contain probabilistic risk. Define boundaries for data sovereignty and mandate output verification, to ensure your organisation benefits from AI’s speed without falling victim to its inherent unreliability.