The CY 2027 Final Notice Signals the End of Passive Risk Adjustment

CMS is making it harder for plans to rely on retrospective, loosely linked, or administratively convenient RAF strategies. 

CMS is narrowing the room for passive RAF models 

For years, many Medicare Advantage organizations have operated with a risk adjustment model that was more reactive than intentional. Prospective documentation quality might be uneven, provider workflows might remain outside the core operating model, and retrospective chart efforts often carried a disproportionate share of the revenue burden.

The CY 2027 final notice puts more pressure on that model. By excluding diagnoses from unlinked chart review records and excluding diagnoses associated with certain audio-only services, CMS is narrowing the pathways that previously allowed some organizations to recover unsupported or weakly connected risk value later in the cycle. 

That is why we view this notice as a threshold moment. Passive risk adjustment was already becoming less sustainable; the final notice accelerates that shift. Plans can no longer assume that back-end abstraction efforts will reliably compensate for front-end workflow design. In practice, this raises the value of encounter-linked documentation, point-of-care capture, compliant coding processes, and stronger governance over diagnosis provenance. 

Risk adjustment is no longer a siloed reimbursement function 

One of the most persistent organizational mistakes in MA is treating RAF performance as the responsibility of a single team. The CY 2027 notice exposes why that model is fragile. A compliant diagnosis is created through a chain: member identification, provider or clinical outreach, assessment execution, documentation completeness, coding accuracy, encounter generation, submission, and linkage. Weakness in any one of those steps can destroy value generated by the others. 

This is where many plans will need to rethink accountability. Risk adjustment is not only a coding function, and it is not only a clinical function. It is a cross-functional capability that depends on aligned workflows, systems, incentives, and oversight. 

The market is moving toward prospective, connected capture 

The policy direction also changes the commercial conversation. Buyers are increasingly less interested in point solutions that promise a lift without showing how the lift survives compliance scrutiny and operational reality. They want to know whether a workflow can be embedded, whether providers will actually use it, whether documentation can be audited, and whether the solution improves both revenue integrity and care execution. In other words, the market is moving toward prospective, connected capture models. 

The value proposition is not simply that organizations should code more accurately. It is that they should redesign the surrounding workflow so that accurate coding is generated prospectively, supported operationally, and defensible under scrutiny. 

Bottom line 

The CY 2027 final notice does not eliminate risk adjustment opportunity. It raises the premium on doing it correctly. Plans that act now can still improve capture, but they will do so by investing in stronger documentation workflows, better linkage discipline, and more connected operating models. 

The implication is straightforward: passive RAF programs are giving way to active operating models. The winners will be organizations that align policy interpretation with execution design.