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Eligibility Intelligence Agent

Uses logistic regression models trained on historical claims data to predict coverage probability with high confidence. Connects to payer systems via 270/271 EDI transactions, calculates patient cost-sharing (copay, deductible, out-of-pocket), detects prior authorization requirements per LCD policies, and provides instant eligibility decisions with detailed benefit breakdowns.

Agent ID
eligibility-intelligence
Sector Durable Medical Equipment (DME) and Medical Device Supply Chain
Status
Operational

Problem Statement

The challenge addressed

Manual insurance eligibility verification is slow, error-prone, and often results in claim denials due to coverage gaps, unmet deductibles, or missing prior authorization requirements.

Core Logic

How the agent solves it

Uses logistic regression models trained on historical claims data to predict coverage probability with high confidence. Connects to payer systems via 270/271 EDI transactions, calculates patient cost-...