Delivering a New Era of Compliant, Intelligent Automation
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.
CorroHealth IGNiTE™
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.
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.
DRG Validation and Generative AI–Driven Analysis
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.
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.
Review and Release to Bill
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.
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.
Instantly Identify and Prioritize Cases for CDI Review
Ease the burden of case reviews on your revenue cycle, HIM and CDI teams. VISION's efficient, multi-dimensional approach instantly pinpoints clinical cases with high revenue potential or compliance opportunity. Its unique selection strategy, grounded in comprehensive CDI insights, DRG methodology, and clinical knowledge, automates case flagging for expert review. This ensures thorough algorithmic analysis and targeted expert evaluations, optimizing reimbursements and protecting against payer denials.
VISION Starts with Benchmarking
Our benchmarking transcends expectations, meticulously comparing hospital cohort averages to uncover hidden CDI and coding opportunities in primary and secondary diagnoses—this relentless pursuit of accuracy results in greater compliant reimbursement.
Rules Logic Mastery
Our proprietary library of complex CDI and coding rules is at the core of VISION. Our proprietary algorithms leverage expert-created rules based on clinical knowledge in combination with encounter data characteristics, review outcomes, and knowledge of changing coding rules/guidelines. Our vast knowledge base enables the scoring engine to precisely target smaller clinical populations, identifying opportunities efficiently.
Compares Case Characteristics
VISION compares actual vs expected case characteristics based on the assigned MS-DRG. It encompasses a range of factors such as length of stay (LOS), charge detail, discharge disposition, and more.
Diagnosis & Charge Detail
Compares coded diagnoses with the services provided. Our extensive library is continuously growing and utilized by 20 of the largest health systems.
Hospital, Physician, and Coder Propensity
Customized rules are tailored to individual hospitals, physicians, or coders, leveraging historical performance data. We develop specific rules for each customer based on insightful historical findings.
Sequencing
Identifies diagnosis codes that could serve as more suitable primary codes or potentially valuable codes when sequenced lower.
Calibrated Targeting for Optimal Results
VISION approaches case prioritization dynamically and continuously identifies DRGs, codes, and other key factors that drive greater findings. The system adjusts its targeting approach to ensure that every review is effective so valuable resources will only be used on cases of greatest value.