Medical Coding & Revenue Cycle in Hospital & Health System

This evidence set isolates Medical Coding & Revenue Cycle deployments within Hospital & Health System. The records below identify the implementing organization, technology and vendor when reported, source-reported results, cited source, and missing evidence explicitly.

Documented Medical Coding & Revenue Cycle implementations in Hospital & Health System

P

Pennsylvania Hospital Group

Pennsylvania Hospital Group achieves 95% prior authorization approval rate with Infinx via Epic PMS integration

Hospital & Health SystemMedical Coding & Revenue CycleRobotic Process Automation

Reported result:

95% Prior Authorization Success Rate

Deployment timeframe:

Not reported by source

Technology:

Robotic Process Automation

Vendor:

Not available in record

Cited source: www.infinx.comSource link checked Jul 28, 2026Automated evidence gate passed

I

Inova Health

Inova Health deploys Notable AI Agents to automate revenue cycle and referral management across 4M+ annual patient visits

Hospital & Health SystemMedical Coding & Revenue CycleLarge Language Models & Generative AI

Reported result:

Up to 80% ADR Staff Time Saved

Deployment timeframe:

Not reported by source

Technology:

Large Language Models & Generative AI

Vendor:

Not available in record

Cited source: qubemark.comSource link checked Jul 28, 2026Automated evidence gate passed

Care New England

Care New England cuts authorization-related write-offs by 55% with Notable AI automation of radiology prior authorizations and NOA

Hospital & Health SystemMedical Coding & Revenue CycleRobotic Process Automation

Reported result:

55% Authorization Write-off Reduction

Deployment timeframe:

Not reported by source

Technology:

Robotic Process Automation

Vendor:

Notable Health

Cited source: www.notablehealth.comSource link checked Jul 28, 2026Automated evidence gate passed

C

Cleveland Clinic

Cleveland Clinic deploys AKASA AI coding tool enterprise-wide in four months, processing tens of thousands of encounters

Hospital & Health SystemMedical Coding & Revenue CycleLarge Language Models & Generative AI

Reported result:

4 months (all U.S. locations) Deployment Timeline

Deployment timeframe:

Not reported by source

Technology:

Large Language Models & Generative AI

Vendor:

Not available in record

Cited source: hitconsultant.netSource link checked Jul 28, 2026Automated evidence gate passed

C

Cleveland Clinic

Cleveland Clinic automates mid-revenue cycle coding with AKASA AI, achieving 80-90% automation rate

Hospital & Health SystemMedical Coding & Revenue CycleLarge Language Models & Generative AI

Reported result:

80–90% Coding Automation Rate

Deployment timeframe:

Not reported by source

Technology:

Large Language Models & Generative AI

Vendor:

Not available in record

Cited source: health.usnews.comSource link checked Jul 28, 2026Automated evidence gate passed

R

Rural hospital in Louisiana (unnamed)

Rural Louisiana hospital reduces prior authorization denial rate to 0.21% and boosts cash flow $2.28M with Jorie AI RPA

Hospital & Health SystemMedical Coding & Revenue CycleRobotic Process Automation

Reported result:

0.21% Authorization Denial Rate

Deployment timeframe:

Not reported by source

Technology:

Robotic Process Automation

Vendor:

Not available in record

Cited source: www.jorie.aiSource link checked Jul 28, 2026Automated evidence gate passed

A

Auburn Community Hospital

Auburn Community Hospital generates $1.03M in revenue with AI-assisted medical coding and RPA

Hospital & Health SystemMedical Coding & Revenue CycleMachine Learning & Predictive Analytics

Reported result:

$1.03 million Additional Revenue Captured

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: azebratech.comSource link checked Jul 28, 2026Automated evidence gate passed

O

Oregon Health & Science University Hospital

OHSU reduces coder workload 28% and cuts radiology coding denials 70% with autonomous AI coding

Hospital & Health SystemMedical Coding & Revenue CycleMachine Learning & Predictive Analytics

Reported result:

70% Coding-Related Denial Reduction (Radiology)

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: www.healthcareitnews.comSource link checked Jul 28, 2026Automated evidence gate passed

C

Castell

Castell saves $2.8M annually and closes nearly 2,800 care gaps overnight with AI-automated payer chart review

Hospital & Health SystemMedical Coding & Revenue CycleRobotic Process Automation

Reported result:

$2.8M Annual Cost Savings

Deployment timeframe:

Not reported by source

Technology:

Robotic Process Automation

Vendor:

Not available in record

Cited source: www.notablehealth.comSource link checked Jul 28, 2026Automated evidence gate passed

C

Cleveland Clinic

Cleveland Clinic boosts ICD-10 capture and case mix index with GenAI-powered inpatient coding

Hospital & Health SystemMedical Coding & Revenue CycleLarge Language Models & Generative AI

Reported result:

~50% AI Recommendation Acceptance Rate

Deployment timeframe:

Not reported by source

Technology:

Large Language Models & Generative AI

Vendor:

Not available in record

Cited source: akasa.comSource link checked Jul 28, 2026Automated evidence gate passed

O

Oregon Health & Science University (OHSU)

OHSU achieves 92% automation rate and 70% fewer coding denials with CodaMetrix AI radiology coding

Hospital & Health SystemMedical Coding & Revenue CycleMachine Learning & Predictive Analytics

Reported result:

92% Automation Rate

Deployment timeframe:

Not reported by source

Technology:

Machine Learning & Predictive Analytics

Vendor:

Not available in record

Cited source: thisweekhealth.comSource link checked Jul 28, 2026Automated evidence gate passed

N

NYC Health System

NYC Health System boosts monthly charge volume 20% with Commure Charge Note Reconciliation

Hospital & Health SystemMedical Coding & Revenue CycleNatural Language Processing

Reported result:

20% ($7.5M → $9.4M) Increase in Average Monthly Charge Volume

Deployment timeframe:

Not reported by source

Technology:

Natural Language Processing

Vendor:

Not available in record

Cited source: commure.comSource link checked Jul 28, 2026Automated evidence gate passed