A unified approach to clinical risk accuracy: Advancing integrity across Medicaid, Medicare Advantage and ACA
April 16, 2026 | Sandeep Wadhwa
Read time: 2 mins
Across Medicaid, Medicare Advantage and ACA Marketplace programs, representing roughly 124 million covered lives, health plans are facing growing pressure to ensure clinical risk accuracy with financial integrity. Regulatory expectations continue to rise, documentation inconsistencies persist, and retrospective‑only processes can no longer guarantee quality, compliance or margin predictability.
The next era of risk performance requires something fundamentally different: a unified strategy that connects clinical and financial workflows, rather than another isolated point solution.
Three realities are accelerating this shift.
- Clinical reality vs. captured risk
Even strong chart review programs fall short when data lives in silos. Accurate risk assessment depends on unified clinical and claims data supported by explainable analytics—not just more reviews.
- Audit readiness is now table stakes
Risk accuracy must also be defensible. Health plans need documentation integrity and transparent processes that can withstand evolving regulatory oversight.
- Scaling amid workforce constraints
Teams are being asked to manage greater complexity with fewer resources. Success demands an operating model that blends technology with clinical and coding expertise.
Grounded in performance management for value‑based healthcare
Solventum’s performance management capabilities are designed to address these challenges by offering proprietary patient classification methodologies and clinical intelligence that support accurate measurement, transparency and fairness in value‑based payment models.
These methodologies, trusted by payers and regulators, help align reimbursement with patient complexity, outcomes and quality of care, forming a clinically grounded foundation for risk accuracy, quality measurement, and equitable payment in value‑based healthcare environments.
How ECLAT Health Solutions fits
To operationalize these capabilities at scale in payer environments, Solventum works with ECLAT Health Solutions, whose payer‑directed documentation review operations apply our proprietary methodologies within large‑scale documentation and coding workflows.
What this means for health plans
By combining proprietary clinical intelligence with scalable operational execution, this approach helps payers:
- Strengthen confidence in risk accuracy and risk adjustment operations
- Improve documentation integrity and audit readiness
- Support value‑based payment, quality outcome measurement, and total cost of care initiatives
- Scale performance management activities efficiently
If your organization is focused on aligning clinical reality, documentation integrity, and financial performance at scale, this unified approach offers a pragmatic path forward.
Sandeep Wadhwa is global chief medical officer for Solventum.
