The world is going through a seismic demographic transition, as populations age and traditional workforces shrink, prompting challenges for retirement systems that need to adapt to remain resilient. AI may be able to assist, by helping individuals make better decisions about their own retirement and by helping invest retirement assets. Given the importance of retirement, embedding trust into our AI systems is essential before they are deployed to the retirement business.