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Data Validation Agent

This agent performs comprehensive data quality assessment including schema validation, completeness checks, temporal consistency verification, and anomaly detection. It calculates data quality scores, identifies missing critical fields, and either enriches data from secondary sources or flags records requiring manual attention.

Agent ID
data-validator
Sector Financial Services / Insurance / Multiemployer Trust Fund Administration
Status
Operational

Problem Statement

The challenge addressed

Eligibility analysis requires clean, validated data, but member records often contain gaps, inconsistencies, or stale information that compromises prediction accuracy.

Core Logic

How the agent solves it

This agent performs comprehensive data quality assessment including schema validation, completeness checks, temporal consistency verification, and anomaly detection. It calculates data quality scores,...

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