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Research for accountable decisions and adaptive organizations

Responsible Governance

AI-Supported Decision Rights and Commercial Governance

A human-accountable framework for delegation, override, contestability, and organizational learning in AI-supported commercial decisions.

Abstract

Research overview

A human-accountable framework for delegation, override, contestability, and organizational learning in AI-supported commercial decisions. The work examines the organizational conditions needed to translate analytical capability into responsible action, with particular attention to decision authority, field-level learning, managerial oversight, and implementation discipline.

This page provides the publication record and research overview. Where a DOI is available, the permanent repository record is linked above.