Risk adjustment is facing intensified regulatory scrutiny with the combined impact of recent updates from CMS, planned RADV audit expansion, and OIG and DOJ enforcement priorities. With greater exposure to potential liabilities, risk adjustment programs demand stronger controls, improved documentation integrity, and more proactive compliance strategies. Plans and providers must ensure every diagnosis is clinically justified, thoroughly documented, and clearly tied to the patient encounter, setting a higher standard for compliance and audit defensibility.
In our new eBook, Building audit-ready risk adjustment programs, we examine how to move towards reaching risk adjustment goals that check all of these boxes—embedding compliance into operational workflows to help align with new trends and turning risk adjustment into a strategic advantage.
Here are some high-level takeaways.
Starting with better foundations
To meet these new standards, organizations must strengthen foundational elements of their risk adjustment programs. With clean data, added enhancements become more accurate, efficient, and streamlined. Embedding compliance into workflows, aligning stakeholders across clinical, data, and compliance teams, and leveraging technology all combine to create a better foundation for risk adjustment, and clear the path for further enhancements.
Dedicated enhancements
With the tightened scrutiny of risk adjustment diagnosis accuracy and its connection to delivered care, healthcare organizations should strengthen retrospective programs across areas, from record retrieval performance to coding accuracy and data integrations.
Organizations are increasingly approaching medical record retrieval as an integrated system: they set clear expectations with providers, monitor performance continuously, and intervene early when coverage or quality starts to slip. The goal isn’t just more records—it’s better records that stand up to review and support appropriate coding decisions.
The same integration principle applies to medical record coding, where several operational shifts are emerging as differentiators, such as:
Data integrity and accuracy also require transparency, auditability, and traceability across the risk adjustment continuum. Connecting data and capabilities across program areas provides added value by helping reduce manual errors and increases visibility across the workflow. Benefits include lower time and administrative burden; improved data integrity and quality; and stronger control, accuracy, and compliance.
Ultimately, the differentiator is not simply having the right capabilities, but ensuring they are integrated to perform reliably across the full process.
Innovations ahead
Recent trends are accelerating innovation in risk adjustment by moving focus earlier in the lifecycle, bringing data capture closer to the point of care. By adopting prospective and concurrent workflows, organizations can intervene before and during patient encounters, ultimately improving the quality and impact of risk data.
The result? Organizations can build more resilient, audit-ready programs that reduce risk while turning compliance into a strategic advantage.
For a deeper dive into these insights, check out our new eBook, Building audit-ready risk adjustment programs, to learn more.