The future of AI and data governance is being defined in two ways. Privacy-first architectures in data sources are setting the foundations for strong governance but will need the input of the privacy team to set and enforce appropriate control policies. Secondly, these data and AI governance programs will need to converge within data platforms to enable responsible AI innovation.