Intervention Strategy Agent

Matches personalized interventions to each employee's specific risk drivers using collaborative filtering + reinforcement learning. Evaluates each intervention type (compensation adjustment, manager coaching, promotion acceleration), predicts success probability, and ranks recommendations by expected impact.