Nym transforms revenue cycle management with direct-to-billing autonomous coding that reduces denials and operational expenses, accelerates payment-cycles and maximizes audit-readiness. Nym captures the narrative of charts, creates a reconstruction of the patient’s visit by identifying the logical relations among the various linguistic elements of the chart, provides codes and a clear audit-trail that explains the coding rationale. Nym enables fully automated coding with zero human intervention.