Algorithmic Right-to-Explanation Portals
Interfaces that expose how workplace algorithms affect individual workers.
Employee-facing portals that reveal which algorithms made key decisions—such as shift allocation, promotion shortlists, or performance scores—and provide human-readable explanations and challenge mechanisms. They operationalize emerging AI regulations and rebuild trust in data-driven management.
TRL
4/9Formative
Impact
4/5
Investment
2/5
Category
Ethics & Security
Privacy, safety, and societal impact.
