United StatesHealthcare and life sciences2021 – ongoingNorthwell Health
AI-assisted laboratory revenue-cycle workflows
Northwell Health Labs reported a 40% improvement in revenue-cycle error rates after introducing AI
Problem
Laboratory revenue-cycle staff duplicated work on claims. Managers prepared manual reports to assign work, and manual checks missed some errors.
Approach
Northwell Health Labs introduced AI into its revenue cycle approximately 5 years before May 2026, according to its revenue-cycle executive. The system detected errors and generated work queues. The executive reported faster cash collection and less duplicate handling of claims.
Results
Takeaway
Automated work queues changed how managers assigned and monitored work. Northwell did not disclose the baseline error rate or the model used.
Categories
- Size
- Large enterprise
- Industry
- Healthcare and life sciences
- Business function
- Finance, risk and legal
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Vendor solution
- Evidence
- Company's own claim
Sources
Source summaries
Northwell Health Labs executive Joe Accurso described AI error detection and automated work queues in laboratory billing. He reported a 40% improvement in error rates and said the deployment began approximately 5 years earlier.
Full details are in the original sources.