AI Roadmap — Two hours charting for every hour with patients. Prior auth eating your back office. Both fixable, in the right order. 12 pages, 72 hours.

Medical AI Case Studies: 250+ Real Implementations

Real-world Medical AI implementations with measurable results. Browse AI for Medical's database of case studies by specialty, use case, and technology.

Based on 277 documented implementationsCorpus published through Jul 28, 2026Source links checked through Jul 28, 2026

Maintained by Peter Korpak, Founder & Chief AnalystHow evidence is checked

Jackson Health

Qventus

Jackson Health reduces mean excess days by 0.42 days with Qventus AI-powered inpatient capacity automation

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 0.42 days Mean Excess Days Reduction
Deployment timeframe:: Not reported by source

Cited source: www.qventus.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Insilico Medicine

Vendor not available in record

Insilico Medicine cuts drug discovery timeline to 12-18 months with generative AI platform Chemistry42, advancing ISM3412 cancer drug to Phase 1 trial

Drug Discovery & DevelopmentPharmaceutical & Life Science

Technology:: Large Language Models & Generative AI
Reported result:: 12–18 months (vs. 2.5–4 years traditional) Discovery Timeline (project initiation to PCC)
Deployment timeframe:: Not reported by source

Cited source: www.news-medical.net

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Johns Hopkins Medicine

Vendor not available in record

Johns Hopkins hospitals reduce sepsis mortality by 20% with AI early warning system detecting cases 6 hours sooner

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 20% Sepsis Mortality Reduction
Deployment timeframe:: Not reported by source

Cited source: hub.jhu.edu

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

ThedaCare

Notable Health

ThedaCare closes 963 care gaps and saves 350 staff hours in 3 months with Notable AI automation

Patient Engagement & AccessHospital & Health System

Technology:: Conversational AI & Virtual Assistants
Reported result:: 963 Care Gaps Closed (3 months)
Deployment timeframe:: Not reported by source

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Zuckerberg San Francisco General Hospital

Vendor not available in record

Zuckerberg San Francisco General Hospital cuts heart failure readmissions 14.3% and retains $7.2M with Epic predictive model

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 14.3% 30-Day Readmission Reduction
Deployment timeframe:: Not reported by source

Cited source: www.epicshare.org

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Kaiser Permanente

Vendor not available in record

Kaiser Permanente Advanced Alert Monitor prevents 500+ deaths annually with ML-powered deterioration prediction

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 500+ Deaths Prevented Per Year
Deployment timeframe:: Not reported by source

Cited source: www.ama-assn.org

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Bristol Myers Squibb

Vendor not available in record

Bristol Myers Squibb accelerates clinical trials by months with Workbench AI platform

Clinical Trials & ResearchPharmaceutical & Life Science

Technology:: Large Language Models & Generative AI
Reported result:: Under 100 to nearly 900 users in 3 months User Adoption Growth
Deployment timeframe:: Not reported by source

Cited source: www.accenture.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Austin Regional Clinic

Notable Health

Austin Regional Clinic cuts documentation time by 50% with Notable AI-powered intelligent intake

Clinical Documentation & Patient RecordsAmbulatory & Outpatient

Technology:: Natural Language Processing
Reported result:: 50% Documentation Time Reduction
Deployment timeframe:: Not reported by source

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Mayo Clinic

Vendor not available in record

Mayo Clinic reduces cardiac surgery scheduling error by 43% with Opmed.ai AI case duration predictions

Surgical & Perioperative CareHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 60 min → 34 min per case (43% improvement) Prediction Error Reduction (MAE)
Deployment timeframe:: Not reported by source

Cited source: www.opmed.ai

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Anonymous Texas DSO (27 clinics)

Vendor not available in record

27-Clinic Texas DSO Recovers $180K+ in Annual Revenue with AI-Powered Bilingual Call Handling

Patient Engagement & AccessDental & Oral Health

Technology:: Conversational AI & Virtual Assistants
Reported result:: $180K+ Recovered Annual Revenue
Deployment timeframe:: Not reported by source

Cited source: www.tensorlinks.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Zuckerberg San Francisco General Hospital

Vendor not available in record

Zuckerberg San Francisco General Hospital retains $7.2M by cutting heart failure readmissions with Epic-integrated predictive AI

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: $7.2M over 6 years At-Risk Funding Retained
Deployment timeframe:: Not reported by source

Cited source: www.healthcareitnews.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

The Queen's Health System

Vendor not available in record

The Queen's Health System Generates $22M in Savings and $1.9M New Revenue with Data-Driven Patient Flow Optimization

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: $22M Cost Savings
Deployment timeframe:: Not reported by source

Cited source: www.healthcatalyst.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Šeškinės Poliklinika

Vendor not available in record

Šeškinės Poliklinika automates 80% of occupational chest X-ray reporting with Oxipit AI

Medical Imaging & RadiologyImaging & Radiology

Technology:: Computer Vision & Medical Imaging
Reported result:: 80% of occupational CXR cases Autonomous Reporting Rate
Deployment timeframe:: Not reported by source

Cited source: oxipit.ai

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Intermountain Healthcare

Vendor not available in record

Intermountain Healthcare achieves 77% pre-visit digital completion rate for well-child forms through AI-powered intake automation

Patient Engagement & AccessHospital & Health System

Technology:: Robotic Process Automation
Reported result:: 77% Pre-visit Digital Completion Rate
Deployment timeframe:: Not reported by source

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Solera Senior Living

Vendor not available in record

Solera Senior Living reduces falls 48% and hospitalizations 54% with Inspiren AI monitoring

Patient Safety & Fall PreventionSenior & Home Health

Technology:: IoT & Edge AI
Reported result:: 48% Fall Reduction
Deployment timeframe:: Not reported by source

Cited source: www.soleraseniorliving.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Cleveland Clinic

Vendor not available in record

Cleveland Clinic cuts after-hours documentation time 49.6% with rigorous 5-vendor ambient AI evaluation

Clinical Documentation & Patient RecordsHospital & Health System

Technology:: Natural Language Processing
Reported result:: 49.6% After-Hours Documentation Reduction
Deployment timeframe:: Not reported by source

Cited source: aihandoff.substack.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Royal Free London NHS Trust

Vendor not available in record

Royal Free London NHS Trust prospective study shows DERM AI matches specialist accuracy in melanoma detection with 95.8% AUROC

Diagnostics & PathologyHospital & Health System

Technology:: Computer-Aided Diagnosis
Reported result:: Up to 95.8% AUROC Score
Deployment timeframe:: Not reported by source

Cited source: skin-analytics.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

University of Kansas Health System

Vendor not available in record

University of Kansas Health System reduces heart failure readmissions by 52% with machine learning predictive analytics

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 52% relative reduction Heart Failure 30-Day Readmission Reduction
Deployment timeframe:: Not reported by source

Cited source: www.healthcatalyst.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Alberta Health Services

Vendor not available in record

Alberta Health Services saves 200 work-years through intelligent automation of administrative processes

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Robotic Process Automation
Reported result:: 200 Work-Years Saved
Deployment timeframe:: Not reported by source

Cited source: publicsectornetwork.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Reid Health

Notable Health

Reid Health achieves 63% digital conversion rate and 30% geriatric no-show reduction with Notable automated pre-visit registration

Patient Engagement & AccessHospital & Health System

Technology:: Robotic Process Automation
Reported result:: 63% Digital Conversion Rate
Deployment timeframe:: Not reported by source

Cited source: www.notablehealth.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Confidential Dental Group (4-location practice)

Vendor not available in record

Multi-Location Dental Practice Cuts Patient Check-In Wait Time 82% with Automated Digital Intake

Patient Engagement & AccessDental & Oral Health

Technology:: Robotic Process Automation
Reported result:: 22 min → 4 min (82% reduction) Patient Wait Time at Check-In
Deployment timeframe:: Not reported by source

Cited source: padmanagementgroup.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Houston Methodist

Vendor not available in record

Houston Methodist achieves 95.6% accuracy predicting dementia patient hospitalization outcomes with ML model

Clinical Decision SupportHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 95.6% Prediction Accuracy
Deployment timeframe:: Not reported by source

Cited source: www.sciencedaily.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Oregon Health & Science University

LeanTaaS

Oregon Health & Science University reduces abandoned OR blocks by 51% with LeanTaaS iQueue

Surgical & Perioperative CareHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 51% Reduction in Abandoned Blocks
Deployment timeframe:: Not reported by source

Cited source: leantaas.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Asklepios Group

Aidoc

Asklepios Group deploys Aidoc AI radiology platform across 28 hospitals, analyzing 35,000 images monthly

Medical Imaging & RadiologyHospital & Health System

Technology:: Computer-Aided Diagnosis
Reported result:: 28 Hospitals Deployed
Deployment timeframe:: Not reported by source

Cited source: www.aidoc.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

University of Chicago

Vendor not available in record

University of Chicago reduces CT pulmonary embolism report turnaround time by 32% during work hours with Aidoc AI triage

Medical Imaging & RadiologyImaging & Radiology

Technology:: Computer Vision & Medical Imaging
Reported result:: 32.2% Turnaround Time Reduction (Work Hours)
Deployment timeframe:: Not reported by source

Cited source: radiologybusiness.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Multiple U.S. Health Systems (incl. Yale New Haven Health System)

Abridge

Abridge AI Scribes Reduce Physician Burnout by 74% Across Six U.S. Health Systems

Clinical Documentation & Patient RecordsHospital & Health System

Technology:: Large Language Models & Generative AI
Reported result:: 74% Reduction in Burnout Odds
Deployment timeframe:: Not reported by source

Cited source: medicine.yale.edu

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Health First

Vendor not available in record

Health First Eliminates 517 Avoidable Days/Month and Reduces Core Floating Staff by 44% with AI-Powered Inpatient Flow

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 517 days Avoidable Days Eliminated Monthly
Deployment timeframe:: Not reported by source

Cited source: leantaas.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Deaconess Health System

Vendor not available in record

Deaconess Health System cuts premium labor spend 14% with Works AI-powered dynamic pricing

Workforce & Staff SchedulingHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 14% Premium Spend Reduction
Deployment timeframe:: Not reported by source

Cited source: www.works.ai

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

NYU Langone Health

Vendor not available in record

NYU Langone AI tool predicts post-discharge skilled nursing need with 88% accuracy

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Large Language Models & Generative AI
Reported result:: 88% Discharge Destination Prediction Accuracy
Deployment timeframe:: Not reported by source

Cited source: nyulangone.org

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Senior Living Residences

Vendor not available in record

Senior Living Residences achieves 1,965% ROI with Botco.ai GenAI chatbot for lead generation and patient education

Patient Engagement & AccessSenior & Home Health

Technology:: Conversational AI & Virtual Assistants
Reported result:: 1,965% ROI
Deployment timeframe:: Not reported by source

Cited source: botco.ai

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Hartland House Care Home

Vendor not available in record

Hartland House Care Home cuts falls by 84% with Nobi AI smart lamps

Patient Safety & Fall PreventionSenior & Home Health

Technology:: Computer Vision & Medical Imaging
Reported result:: 84% Fall Reduction
Deployment timeframe:: Not reported by source

Cited source: digitalcarehub.co.uk

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Memorial Sloan Kettering Cancer Center

Vendor not available in record

Memorial Sloan Kettering Cancer Center implements full digital pathology workflow for primary diagnosis and archive access

Diagnostics & PathologyHospital & Health System

Technology:: Computer Vision & Medical Imaging
Reported result:: ~90% (up from <25% in 2018) Pathologist Comfort with Digital Sign-Out
Deployment timeframe:: Not reported by source

Cited source: www.cap.org

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Gundersen Health System

Vendor not available in record

Gundersen Health System Boosts OR Prime Time Utilization 8% and Robot Room Utilization 14% with AI Scheduling

Surgical & Perioperative CareHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: 14% Prime Time Robot Utilization Increase
Deployment timeframe:: Not reported by source

Cited source: leantaas.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Lighthouse Behavioral Wellness Centers

Eleos Health

Lighthouse Behavioral Wellness Centers achieves 93% clinician satisfaction and reduces note completion to 3-4 minutes with Eleos AI

Clinical Documentation & Patient RecordsMental & Behavioral Health

Technology:: Large Language Models & Generative AI
Reported result:: 3–4 minutes (vs. 12–15 min industry avg) Note Completion Time
Deployment timeframe:: Not reported by source

Cited source: eleos.health

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Sumitomo Dainippon Pharma

Vendor not available in record

Sumitomo Dainippon Pharma advances AI-designed OCD drug DSP-1181 to clinical trial in 12 months

Drug Discovery & DevelopmentPharmaceutical & Life Science

Technology:: Machine Learning & Predictive Analytics
Reported result:: 12 months (vs. ~5 years) Discovery to Clinical Trial
Deployment timeframe:: Not reported by source

Cited source: www.intuitionlabs.ai

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →

Howard County General Hospital (Johns Hopkins Medicine)

Vendor not available in record

Johns Hopkins community hospital reduces length-of-stay by 12+ hours with ML-based discharge prediction integrated into multidisciplinary rounds

Patient Flow & Hospital OperationsHospital & Health System

Technology:: Machine Learning & Predictive Analytics
Reported result:: >12 hours Length-of-Stay Reduction (Medicine Unit)
Deployment timeframe:: Not reported by source

Cited source: innovations.bmj.com

Source link checked Jul 28, 2026

Automated evidence gate passed

Read the evidence →