08/17/2026
Flat QA looks fair on paper. In a multi-specialty setting it is a ceiling.
The better structure is tiered: higher review rates on the highest-risk specialties, lower review rates on mature, low-variance ones. Reviewer credentials matched to the specialty under review. Feedback routed to the coder and the documenting provider on a predictable cadence.
The new multi-specialty guide describes what a fit-for-purpose QA tier looks like and how to demand it from a vendor without sounding prescriptive.
https://qwayhealthcare.ai/insights/multi-specialty-medical-coding-what-to-look-for-in-a-partner/