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AI Transformation Library

See how AI changes the work.

102 real-world cases. What changed, what improved, and where people still decide.

CardsTable

11 cases

1–11

Sequential stroke imaging and transfer handoffs contrast with parallel clinical verification, team activation, and ambulance preparation.

Greater Houston primary stroke centers

verified evidence

Median transfer time: 210 → 133 minutes

HealthcareClinical operations
An editorial scene for University of California, San Francisco and UC Berkeley contrasts uses head tracking to select letters on a commercial assistive device. with attempts to speak while 253 cortical electrodes capture speech-motor signals. in the ai speech neuroprosthesis for text, audio, and avatar control workflow.

University of California, San Francisco and UC Berkeley

verified evidence

Median real-time decoding rate of 78.3 words per minute.

HealthcareClinical operations
An editorial scene for Three Italian endoscopy centers using GI Genius contrasts inspect the live colonoscopy feed and visually identify suspected lesions. with processes the live video and superimposes a green box over a suspected lesion. in the real-time ai computer-aided adenoma detection during colonoscopy workflow.

Three Italian endoscopy centers using GI Genius

verified evidence

1.07 in the CADe group; incidence-rate ratio 1.46, with no increase in withdrawal time

HealthcareClinical operations
An editorial scene for Johns Hopkins Health System contrasts recognizes possible sepsis through ordinary ehr review and clinical presentation. with continuously monitors ehr data and passively displays a clickable alert icon when criteria are met. in the trews provider-confirmed early warning workflow.

Johns Hopkins Health System

verified evidence

1.85 hours earlier when confirmed within three hours

HealthcareClinical operations
Direct bedside alert burden contrasts with a remote nurse validating predictive signals before activating a local clinical response.

Kaiser Permanente Northern California

verified evidence

30-day mortality after alert: 20.4% → 15.8%

HealthcareClinical operations
An editorial scene for Rwanda national blood service and Zipline contrasts maintain local blood inventory or request an emergency road delivery. with places an on-demand blood order by phone or text. in the on-demand autonomous drone blood delivery workflow.

Rwanda national blood service and Zipline

verified evidence

Mean drone delivery 49.6 minutes, 79 minutes faster than regional-center road estimates; expirations fell 7.1 units per month, a 67% reduction at 12 months

HealthcareClinical operations
An editorial scene for Michigan Medicine / Epic Sepsis Model v1 contrasts monitor admitted patients and recognize sepsis through contemporary clinical practice. with calculates a proprietary risk score every 15 minutes and generates alerts at the selected threshold. in the real-time proprietary sepsis alerts workflow.

Michigan Medicine / Epic Sepsis Model v1

verified evidence

Missed 67% of sepsis while alerting on 18% of hospitalizations; AUROC .63

HealthcareClinical operations
An editorial scene for Maccabi Healthcare Services contrasts perform primary diagnosis on prostate biopsies with perform primary diagnosis on prostate biopsies in the prostate pathology quality control workflow.

Maccabi Healthcare Services

verified evidence

100%

HealthcareClinical operations
An editorial scene for Princess Margaret Cancer Centre / University Health Network contrasts manually specifies objectives and iteratively tunes a prostate radiotherapy plan. with generates an ml plan in parallel with the conventional human plan. in the ml-assisted treatment-plan generation and blinded physician selection workflow.

Princess Margaret Cancer Centre / University Health Network

verified evidence

Median 47 hours; 60.1% reduction

HealthcareClinical operations
An editorial scene for 2IQP multicenter trial / Tandem Diabetes Care contrasts uses the pretrial insulin-delivery method and continuous glucose information to manage insulin. with uses cgm data to modulate insulin delivery between patient interactions. in the cgm-driven automated insulin delivery workflow.

2IQP multicenter trial / Tandem Diabetes Care

verified evidence

7.3% AID vs 7.7% control at week 13; adjusted difference −0.6 percentage points

HealthcareClinical operations
An editorial scene for HCA Healthcare contrasts screens manually for sepsis during rounds or shift changes using the current chart and bedside condition. with continuously evaluates vital signs, laboratory results, nursing reports, and other clinical data for patterns. in the spot continuous sepsis surveillance workflow.

HCA Healthcare

reported evidence

Approximately six hours earlier, according to HCA Healthcare

HealthcareClinical operations
Curated collections →Evidence methodologyPublication history
AI Transformation Library | Brian Letort