Clinical Documentation Intelligence for a Multi-Specialty Hospital Chain
Built a clinical documentation system for a 6-hospital chain with 800+ physicians, reducing documentation time from 2.4 hours to 48 minutes per day.
Industry
Healthcare
Offering
Kaara Build, Kaara Rescue
The Challenge
Physicians across the hospital chain spent an average of 2.4 hours per day on clinical documentation, contributing to burnout and reducing patient-facing time. Documentation quality varied dramatically across physicians, with 40% of clinical notes lacking the specificity required for accurate coding and billing. The coding team rejected 23% of submissions, creating revenue cycle delays averaging 18 days.
The Kaara Approach
Kaara built a Clinical Documentation Intelligence system using Kaara.Code that learned each physician's documentation style and progressively improved it. The Enterprise Memory Layer encoded the hospital chain's clinical protocols, department-specific documentation requirements, ICD-10 coding guidelines, NABH documentation standards, and individual physician preferences. A conversational interface allowed physicians to dictate notes naturally while the system structured the information, filled gaps, suggested appropriate codes, and flagged documentation deficiencies in real-time.
Measurable Impact
- Documentation Time: 2.4 hours to 48 minutes per day
- Coding Rejection Rate: 23% to 4.7%
- Revenue Cycle: 18 days to 7 days
- Physician Adoption: 91%
The Compounding Build Advantage
- Individual physician documentation preferences retained and improved across every patient encounter
- Specialty-specific clinical protocols encoded once, applied consistently across all 6 hospitals
- Coding intelligence from one specialty enriched documentation suggestions across related specialties
- NABH compliance patterns and documentation standards updated centrally, enforced automatically across the chain