VISION Clinical Validation Technology® leverages advanced machine learning with GenAI and clinical expertise to review patient charts, identify gaps, and generate defensible documentation with evidence-backed rationale. Adapting to changing regulations and feedback from your CDI team, VISION evaluates cases with unmatched precision and ensures the most complete and accurate documentation for the highest impact DRGs, allowing you to compliantly maximize reimbursement.
A Direct, Secure Clinical Feed
VISION integrates directly with Epic and Oracle Health EHR through a secure FHIR connection, CorroHealth IGNiTE, enabling a continuous clinical data feed without disrupting existing workflows. The integration is designed to be lightweight from an IT perspective, avoiding custom builds or prolonged implementation cycles.Â
Once connected, VISION has immediate access to the full patient record, including notes, labs, imaging, and medications. This direct feed eliminates delays caused by file transfers or partial data extracts and ensures analyses are based on the complete clinical picture. The result is faster insight generation, fewer reconciliation issues, and a foundation that supports real-time documentation review without adding operational burden.Â
VISION uses generative AI within secure cloud environments and is trained on extensive clinical records, validated outcomes, coding guidelines, and client-specific criteria. Each record is reviewed in full, allowing the system to understand clinical context across the chart before identifying documentation or coding opportunities.Â
Opportunities are scored based on the hospital’s patient population and payer risk profile. Supporting evidence is captured transparently, with clear citations back to the source documentation. CDI professionals, coders, and reviewers see not only what is being suggested, but why. This approach accelerates post-discharge, pre-bill DRG validation and reduces unnecessary physician queries, helping teams address denial risk earlier.Â
VISION supports structured decision-making at the final stage of the workflow. Teams can choose to release a case directly to billing or route it for additional review based on confidence, complexity, or organizational policy.Â
This final checkpoint helps balance speed with oversight. Cases that meet documentation and coding standards move forward without delay. Cases that require closer examination remain visible and accessible, with prior context preserved. This leads to a more controlled path to billing that reduces rework and limits downstream denials, while providing organizations with greater confidence in the integrity of submitted claims.Â
