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Decision Synthesizer

Employs Claude 3 Opus for decision synthesis with explainability generation. Aggregates 7 agent outputs using weighted voting, calculates final confidence scores with calibration data, generates SHAP values for feature attribution, produces counterfactual explanations, and visualizes decision paths as traversable trees.

View Core Logic Back to Worker

Parent Worker AI-Powered Claims Processing System

Agent ID

decision-synthesizer-agent

Portal Nexgile-WorkforceBenefitsAI Hub

Sector Employee Benefits Administration & Absence Management

Status

Operational

Problem Statement

The challenge addressed

Combining outputs from multiple specialized agents into a coherent, explainable final recommendation requires aggregating confidence scores, resolving conflicts, and generating human-readable justific...

Core Logic

How the agent solves it

Employs Claude 3 Opus for decision synthesis with explainability generation. Aggregates 7 agent outputs using weighted voting, calculates final confidence scores with calibration data, generates SHAP... Employs Claude 3 Opus for decision synthesis with explainability generation. Aggregates 7 agent outputs using weighted voting, calculates final confidence scores with calibration data, generates SHAP values for feature attribution, produces counterfactual explanations, and visualizes decision paths as traversable trees. Determines human review requirements based on confidence thresholds.

System Navigation

Explore related components

Portal

Nexgile-WorkforceBenefitsAI Hub

Digital Worker

AI-Powered Claims Processing System

Current Agent

Decision Synthesizer

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