Table 1 The five stakeholder groups of... | Emerald Publishing

Table 1

The five stakeholder groups of XAI

XAI stakeholder group	Explanation
Users affected by model decisions	As AI systems are widely implemented across services, people are constantly directly and indirectly affected by decisions made by various models in various contexts
Individuals using AI systems	An increasing number of tools and services include AI components. Examples are numerous, from online recommendation systems to anomaly detection solutions trying to block spam email
Managers and executive board members	In business firms, upper executive management has oversight into the AI systems used in their company
Regulatory entities	Various regulatory entities such as the European Union and individual governmental bodies are interested in controlling and legislating AI systems to protect citizens from potential harm that immature AI systems could cause
Developers such as data scientists and system engineers	Perhaps the most obvious target audience for XAI are the developers who create the AI models. They are responsible for ensuring that the models work effectively and in a desired fashion

XAI stakeholder group	Explanation
Users affected by model decisions	As AI systems are widely implemented across services, people are constantly directly and indirectly affected by decisions made by various models in various contexts
Individuals using AI systems	An increasing number of tools and services include AI components. Examples are numerous, from online recommendation systems to anomaly detection solutions trying to block spam email
Managers and executive board members	In business firms, upper executive management has oversight into the AI systems used in their company
Regulatory entities	Various regulatory entities such as the European Union and individual governmental bodies are interested in controlling and legislating AI systems to protect citizens from potential harm that immature AI systems could cause
Developers such as data scientists and system engineers	Perhaps the most obvious target audience for XAI are the developers who create the AI models. They are responsible for ensuring that the models work effectively and in a desired fashion

Source(s): Based on Meske et al. (2022)