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AI Leadership

Predictive Coaching in Pharmaceutical Field Leadership

A human-centered framework for AI-supported managerial development, calibrated intervention, and accountable field coaching.

Abstract

Research overview

A human-centered framework for AI-supported managerial development, calibrated intervention, and accountable field coaching. 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.

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