Coding support
Illustrative model
40–73%
Potential time reduction per report
20–30 minutes manually compared with 8–12 minutes for focused review. Validate against your team's baseline.
A technical product metric, not a before-and-after coding accuracy result.
Pilot measures: Coding accuracy, minutes per report, throughput, rework and agreement with your coding standard.
