Huron transforms patient experience measurement with Amazon Bedrock-powered generative AI analytics
Huron Consulting Group developed Huron Intelligence Rounding, a healthcare analytics platform built on AWS to measure and improve patient satisfaction and business performance. The solution analyzes clinician-to-patient interactions and operational text to surface sentiment insights, funding-related patient experience issues, and business breakdowns such as claims processing denials and write-offs.
- Organization
- Huron
- Industry
- Healthcare
- Location
- United States
- Published
- March 2026
Reported outcomes
90%
sentiment analysis accuracyQuality & accuracy
Strategic outcomes
Catalog median for quality & accuracy deployments: +90% across 270 reported metrics. Compare benchmarks →
Primary read
Use case focus
Showing 3 of 4
- 1Sentiment analysis
- 2Healthcare analytics
- 3Operational intelligence
- Hospitals needed better ways to measure patient satisfaction in the moment from clinician-to-patient interactions.
- Healthcare organizations also needed to identify breakdowns in claims processing and the causes of denials and write-offs.
- Teams wanted proactive interventions and coaching based on more nuanced interaction analysis.
- Huron built Huron Intelligence Rounding on AWS using Amazon Bedrock for generative AI sentiment analysis and Amazon Redshift for data processing and analytics.
- The platform analyzes millions of patient interactions and business work-driver text to produce nuanced sentiment insights and identify operational root causes.
- Huron says the solution is scalable across healthcare organizations and is expanding into additional rounding insights, real-time voice transcription and revenue cycle analytics.
- The solution achieved 90% accuracy in analyzing millions of patient interactions.
- It enabled immediate identification of patient satisfaction trends and proactive interventions.
- The implementation had direct impact on hospital revenue through optimized HCAHPS funding.
- Deployment is expanding from 11 healthcare organizations to more than 100 by January 2026.
Architecture
Huron Intelligence Rounding uses Amazon Bedrock to power generative AI sentiment analysis on clinician-to-patient interaction text and Amazon Redshift as the analytics warehouse. The solution is deployed as a scalable healthcare analytics platform and is being extended to additional rounding, voice transcription, and revenue cycle analytics use cases.
Sources & evidence1
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