Infographic
Start Smart: The Right Care Setting to Maximize Autonomous Coding ROI
October 8, 2025


Key Highlights
Start with Outpatient: 15–20x more encounters make it the highest ROI setting for automation.
Faster Cash Flow: Autonomous coding accelerates billing and reduces denials.
Lower Costs: Automation offsets tight margins and high chart volumes.
Close Blind Spots: Coders review <30% of outpatient charts, automation fills the gap.