Have we identified and involved all key stakeholders relevant to this phase of the AI lifecycle?

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Accountability & Human Oversight Category
Design PhaseInput PhaseDeploy PhaseMonitor Phase
Have we identified and involved all key stakeholders relevant to this phase of the AI lifecycle?
  • Do you have all the necessary stakeholders on board? Not having the right people that can give the necessary input can put the design of the AI system in danger.
  • Think for instance when attributes or variables need to be selected, or when you need to understand the different data contexts.
  • Data scientists should not be the only ones making assumptions about variables, it should really be a team effort.

If you answered No then you are at risk

If you are not sure, then you might be at risk too

Recommendations

  • Identify and involve relevant stakeholders early in the AI system lifecycle. This will avoid unnecessary rework and frustrations.
  • Identifying who is responsible for making the decisions and how much control they have over the decision-making process allows for a more evident tracking of responsibility in the AI’s development process.