Clarity Health Innovations provides a Documentation Defensibility Platform that ingests early inpatient records and uses deterministic rules to surface high‑confidence gaps in documentation within the first 72 hours of admission. By highlighting these gaps for CDI, utilization management, and physician advisors, the system helps hospitals improve audit readiness and reduce denial risk without automating coding or replacing clinical judgment.
Funding
Funding not disclosed
Founders
Product
Problem
Hospitals often discover documentation deficiencies only after coding, billing, or payer review, leading to claim denials that are difficult to overturn because the record is no longer mutable. Most inpatient denials are decided within the first 72 hours of admission, when the chart’s medical necessity, acuity, and clinical linkage are still being formed. Delayed identification of gaps makes the documentation vulnerable to retrospective interpretation and audit challenges.
Solution
Clarity Health Innovations provides a Documentation Defensibility Platform that ingests early admission notes and applies deterministic, rule‑based analysis to identify high‑confidence documentation gaps within the first 72 hours. The system surfaces only evidence‑supported signals, allowing Clinical Documentation Improvement (CDI), Utilization Management, and physician advisors to request clarification while the record remains editable. By focusing on contemporaneous documentation, the platform helps ensure that an admission can withstand payer review without relying on retrospective edits. It does not automate coding, assign diagnoses, or replace clinical judgment, preserving the treating team’s decision‑making authority. The output is a concise list of actionable gaps; if no high‑confidence issues are found, the platform returns no alerts, reducing unnecessary workload. This early‑stage defensibility check supports audit readiness and can reduce the volume of post‑discharge denials and appeals.
Target Audience
Primary customers are hospital teams responsible for clinical documentation improvement, utilization management, physician advisory, denials and appeals, compliance, and revenue integrity.
Features
- Automated ingestion of all admission documentation generated within the first 72 hours
- Deterministic rule engine that evaluates documentation against evidence‑based defensibility criteria
- High‑confidence gap alerts presented in a concise, actionable format for CDI/UM review
- Workflow integration points that allow physicians and advisors to add clarifications directly in the EHR
- No black‑box AI; all signals are traceable to specific documentation elements and rule logic
- Audit‑ready reporting that documents identified gaps and remediation actions
- Configurable rule sets to align with hospital‑specific payer contracts and compliance policies