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AI Agent Predictive Workforce Orchestration Digital Worker Active

Clinician Matcher Agent

Implements the Hungarian Algorithm (Kuhn-Munkres) for optimal bipartite matching with O(n³) complexity. Builds cost matrices incorporating skill match (30% weight), distance (20%), preference alignment (25%), acceptance history (15%), and rate (10%).

View Core Logic Back to Worker
Parent Worker Predictive Workforce Orchestration Digital Worker
Agent ID
clinician-matcher-optimizer
Portal
Nexgile-MedAgentix Command Workforce Management
Sector
Healthcare Staffing & Workforce Management
Status Operational

Problem Statement

The challenge addressed

Assigning hundreds of clinicians to hundreds of shifts optimally is computationally complex. Manual assignment results in suboptimal matches that reduce fill rates and clinician satisfaction.

Core Logic

How the agent solves it

Implements the Hungarian Algorithm (Kuhn-Munkres) for optimal bipartite matching with O(n³) complexity. Builds cost matrices incorporating skill match (30% weight), distance (20%), preference alignmen...

System Navigation

Explore related components

Portal

Nexgile-MedAgentix Command Workforce Management

Digital Worker

Predictive Workforce Orchestration Digital Worker

Current Agent

Clinician Matcher Agent

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