There is an AI uncertainty gap between innovation and AI trust; today the right approach to AI assurance is engineering for uncertainty to mitigate AI risk.
Author profile
Rebecca Middleton
Principal Consultant - AI Assurance
With a background in behavioural analytics and six years in the UK Civil Service, Rebecca brings deep expertise in AI risk, governance, and security to our AI assurance team. Rebecca helps clients navigate complex AI challenges by developing risk management strategies that ensure systems are ethical, explainable, and aligned with real-world impact.



