A project owner (individual or organisation) with suitable expertise and resources to manage an AI system project should be identified, ensuring that accountability mechanisms to counter potential harm are built in. It should be decided which other stakeholders will be involved in the system’s development and regulation. Both intended and unintended impacts that the AI system will or might have should be assessed in collaboration with stakeholder communities, with additional experts being consulted if necessary.
Incorporate inclusive tech principles such as normalising inclusion at a systemic level; designing with excluded and diverse communities, not for them; promoting accountability; and enforcing data governance to ensure ethical practices are being met.