The internationalisation of the Chinese renminbi has taken a path distinct from most cases involving previous international currencies, in that policy measures adopted by governments have played crucial roles in it. This paper conducts a cross‐country analysis of the factors that have led foreign governments to introduce three primary policy infrastructures to support renminbi use—renminbi swap lines, Renminbi Qualified Foreign Institutional Investor quotas and renminbi clearing banks. Our analysis shows that a state holding renminbi assets among its reserves or having more developed financial markets is likely to establish a higher level of policy infrastructure supporting renminbi use. We also find that a country's economic and political relations with China may have meaningful impacts on the level of its establishment of those renminbi‐related policy infrastructures. These findings significantly expand our understanding of renminbi internationalisation, by identifying which non‐Chinese factors have affected its progress to date. They also contribute meaningfully to the literature on currency internationalisation and international currencies in general, by calling attention to the roles of foreign states in the process of a currency's internationalisation.