Risk adjustment coding continues to evolve as Medicare Advantage and value-based care organizations work to accurately capture relevant chronic conditions while ensuring submitted diagnoses are appropriately supported by the medical record and applicable coding and documentation requirements.
Modern risk adjustment software can support this process through AI-assisted analysis, EHR integration, clinical data review, workflow automation, and tools designed to reduce time spent manually searching patient charts.
Below are seven platforms organizations may consider when evaluating risk adjustment and related medical coding technology in 2026.
1. ForeSee Medical — AI-Assisted Risk Adjustment and Documentation Support
ForeSee Medical combines clinical AI, EHR integration, evidence-backed condition identification, and documentation support within its risk adjustment platform.
ForeSee ESP® uses AI-assisted HCC coding technology to analyze structured and unstructured clinical information, including clinical notes, hospital records, medications, laboratory results, consultations, and diagnostic reports. The platform is designed to surface potentially relevant chronic conditions for provider or coder review.
InstaVu® gives providers and coders one-click access to source information associated with a suspected or potentially supported condition. This can help users review the underlying evidence without manually searching through multiple areas of the patient chart.
ForeSee’s Compliance Module is designed to evaluate documentation and identify potential documentation or compliance gaps for further review before coding or submission.
Key capabilities include:
- AI-assisted analysis of clinical data
- EHR-integrated workflows
- Source-document visibility through InstaVu®
- Documentation and compliance support
- Tools designed to reduce manual chart searching
- Provider and coder workflow support
Potential fit: Medicare Advantage, value-based care, and provider organizations looking for AI-assisted risk adjustment workflows that combine condition identification with access to supporting clinical evidence and documentation review.
2. Optum — Enterprise Risk Adjustment and Analytics
Optum provides healthcare analytics, technology, payment, coding, and risk adjustment solutions for payer and provider organizations.
Its broader healthcare technology ecosystem makes it relevant for large health plans and integrated healthcare organizations looking for risk adjustment capabilities alongside population health, analytics, coding, and operational tools.
Potential fit: Large health plans and integrated healthcare organizations requiring enterprise-scale risk adjustment and analytics capabilities.
3. Cotiviti — Payer-Focused Risk Adjustment
Cotiviti provides healthcare analytics and risk adjustment technology with a strong focus on health plans and managed care organizations.
Its solutions support prospective, concurrent, and retrospective risk adjustment workflows and are designed to help organizations manage large volumes of healthcare data and coding activity.
Potential fit: Health plans looking for risk adjustment technology alongside broader healthcare analytics and payer-focused workflows.
4. Solventum — Enterprise Coding and Clinical Documentation Workflows
Solventum provides healthcare information, coding, clinical documentation, and revenue cycle technology, including capabilities developed through the former 3M Health Information Systems business.
Its offering is broader than dedicated Medicare Advantage risk adjustment software and includes enterprise coding, clinical documentation improvement, and revenue cycle workflows.
Potential fit: Hospitals and large health systems with complex coding, CDI, and revenue cycle operations.
5. Vatica Health — Point-of-Care Risk Adjustment Support
Vatica Health combines technology with clinical support designed around the patient encounter.
Its model focuses on helping providers capture and document relevant conditions at the point of care rather than relying entirely on retrospective chart review.
Potential fit: Provider organizations focused on prospective risk adjustment, encounter-level documentation, and provider workflow support.
6. CodaMetrix — AI-Powered Medical Coding Automation
CodaMetrix uses AI to automate medical coding workflows across healthcare specialties.
Its offering is primarily positioned around broader medical coding automation rather than dedicated Medicare Advantage risk adjustment, making it relevant for organizations seeking to automate a wider range of professional and facility coding workflows.
Potential fit: Health systems looking for AI-powered medical coding automation across multiple specialties and coding environments.
7. Inovalon — Healthcare Data, Analytics, and Risk Adjustment
Inovalon provides cloud-based healthcare data, analytics, and technology solutions for payer and provider organizations.
Its capabilities include risk adjustment alongside broader population health, quality, data, and healthcare analytics tools.
Potential fit: Large healthcare organizations managing complex risk adjustment, population health, and analytics requirements.
What to Look for in Risk Adjustment Coding Software
The right platform should do more than identify possible HCCs. Healthcare organizations evaluating HCC risk adjustment coding software should consider factors including EHR integration, clinical data analysis, access to supporting evidence, provider and coder workflows, documentation support, implementation requirements, and compliance controls.
Transparency is particularly important when AI is used in coding workflows. When a system surfaces a potential condition, providers and coders should be able to understand why it was identified, review the underlying clinical information, and determine whether the diagnosis is appropriately supported before it is coded or submitted.
Organizations should also assess how a platform fits within their existing coding policies, audit processes, clinical workflows, EHR environment, and applicable regulatory requirements.
ForeSee Medical’s Approach
ForeSee Medical brings together clinical AI, EHR data, source-document visibility, coding support, and documentation review within its risk adjustment workflow.
ESP® is designed to identify potentially relevant chronic conditions from structured and unstructured clinical data. InstaVu® allows users to review the underlying source information associated with those findings, while the Compliance Module is designed to identify potential documentation gaps for further review.
The workflow can be summarized as:
Identify → Verify → Document → Code → Validate
For Medicare Advantage and value-based care organizations evaluating risk adjustment technology, ForeSee Medical offers an AI-assisted approach designed to support condition identification, evidence review, coding workflows, and documentation compliance.
Organizations considering the platform should assess these capabilities alongside their existing EHR environment, coding processes, compliance requirements, implementation needs, and other available risk adjustment technologies.
