Transparency Initiative (EITI) as anti-corruption tools, with a focus on extractive companies based in Canada. The paper concludes … that the integration of AI and the EITI Standard holds some promise to curtail corruption in extractive sectors, despite … and corruption risks. The mobilisation of computing power requires access to large amounts of data, a task facilitated by …

of offshore entities as an indicator of corruption risk. We find that the number of new shell companies increases by 11 … the award of an exploration licence increases the risk of corruption. Consistent with rent-maximising behaviour, this … association is stronger when the price of oil increases. Our work informs the fight against corruption, proposing greater …