ICHRA Reimbursement Classifier

Deterministic rules engine is the source of truth · the LLM only suggests a category · ambiguous claims go to a human

Submit a claim

Employee

Amount (USD)

Plan month

Enrollment (individual coverage)

Category Free-text receipt / description

Substantiating documentation attached

Decision

Submit a claim to see the decision and its audit trail.

Human review queue

Nothing awaiting review.