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Microsoft Copilot Studio
Clinical Note Quality Copilot
AI reviewer for clinical documentation and compliance
Client / Partner
Safy
Duration
6 weeks
Client Rating
⭐ 5.0/5.0
The Challenge
Clinicians struggled with interpreting unstructured clinical notes consistently, separating writing quality from compliance risks, and getting actionable feedback to improve their documentation.
Our Solution
- Designed a documentation quality-review copilot that evaluates progress notes against a standard rubric
- Implemented compliance risk detection to surface missing or risky documentation patterns
- Reduced false positives by separating writing quality from strict compliance rules
- Created a feedback loop providing actionable improvement guidance with traceable examples
Solution Architecture
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Results & Impact
Improved overall clinical note quality and consistency
Reduced compliance exposure across clinical teams
Clinicians received targeted, actionable feedback with examples
Technology Stack
Microsoft Copilot StudioClinical Note AnalysisRubric LogicMicrosoft Ecosystem
“Developed a healthcare documentation copilot concept to improve note quality, reduce compliance exposure, and support clinicians with targeted rubric-based feedback.”
Safy Team
Clinical Operations
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