Clinical Documentation Improvement Agent
Surfaces CDI query opportunities from notes and orders to improve documentation specificity, coding accuracy, and case mix index.
Incomplete or non-specific documentation leaves secondary diagnoses, POA indicators, and severity of illness understated, eroding CMI and quality reporting
CDI specialists cannot manually review every chart in near real time, so query opportunities are missed until late in the stay or after coding
Clinicians receive poorly timed or low-value queries that create alert fatigue and slow response rates
The result is revenue leakage, denial exposure, and misaligned quality metrics that do not reflect true patient complexity
The Clinical Documentation Improvement Agent analyzes progress notes, H&Ps, orders, labs, and problem lists throughout the encounter to detect documentation gaps against coding and clinical criteria. It prioritizes high-impact query opportunities with suggested wording and evidence snippets for CDI specialists and attending physicians. Closed-loop tracking measures query response, agreement rates, and CMI lift to continuously refine targeting.
Continuous Chart Surveillance
- Ingest clinical notes, orders, labs, imaging, and problem lists
- Map findings to potential CC/MCC and specificity gaps
- Score charts by financial and quality impact
Generate Evidence-Based Query Opportunities
- Draft compliant CDI query language with supporting evidence
- Link clinical indicators (e.g., labs, meds, vitals) to suggested diagnoses
- Avoid duplicate or previously answered queries
Route and Capture Physician Response
- Route queries to the responsible attending via EHR inbox or CDI workflow
- Track open, agreed, disagreed, and clarified outcomes
- Update working DRG and documentation status in near real time
Measure Impact and Feedback Learning
- Attribute CMI, SOI/ROM, and denial avoidance to accepted queries
- Feed coder and CDI feedback into model refinements
- Report specialty-level documentation trends