Emerging technologies can contribute to unprecedented gains in health, energy, climate, food systems, and biodiversity. However, these technologies and their convergence sometimes carry risks to privacy, security, equity and human rights. This dual-edged nature of emerging technology requires policies that better anticipate disruptions and enable technology development for economic prosperity, resilience, security and sustainable development. Drawing on prior OECD work and legal instruments, this framework equips governments, other innovation actors and societies to anticipate and get ahead of governance challenges, and build longer-term capacities to shape innovation more effectively. Its “anticipatory technology governance” approach consists of five interdependent elements and associated governance tools: (1) embeding values throughout the innovation process; (2) enhancing foresight and technology assessment; (3) engaging stakeholders and society; (4) building regulation that is agile and adaptive; and (5) reinforcing international cooperation in science and norm-making. The emerging technology context determines how each of these elements is applied.