How AI + operations works
for 293 companies

Context Windows brings together credible AI case studies from the open web, so you can pick and prioritise the use cases that are already working.

Real-world implementations from

Hyundai Motor Group logoH
Hyundai Motor GroupOperations automation
Netflix logoN
NetflixContent production
National Football League logoN
National Football LeagueIncident reporting
Porsche Cup Brasil logoP
Porsche Cup BrasilDamage assessment
Citigroup logoC
CitigroupClient onboarding
Hyundai Motor Group logoH
Hyundai Motor GroupOperations automation
Netflix logoN
NetflixContent production
National Football League logoN
National Football LeagueIncident reporting
Porsche Cup Brasil logoP
Porsche Cup BrasilDamage assessment
Citigroup logoC
CitigroupClient onboarding
Try:,,
Showing 9 of 293 case studies
Muleshoe Area Medical Center logoM

Muleshoe Area Medical Center

Healthcare Providers|SMB

Clinical documentation

AgenticL3

Charts pieced together from handwritten notes hours after visits. Ambient AI now drafts in real time—nearly complete when they leave.

6-10 minPer Clinical Note
via microsoft.com
Published 3 days ago
OneSchool Global logoO

OneSchool Global

Mid-size

Curriculum review

AgenticL3

Up to an hour per review, 4,000 reviews a year, 20 countries with different standards. An AI agent now runs the checks; teachers sign off.

75%Review Time Reduction
via microsoft.com
Published 4 days ago
Summa Health logoS

Summa Health

Healthcare Providers|Enterprise

Clinical documentation

AgenticL2

Charting bled into evenings and personal time. When Summa required AI at every encounter, adoption jumped from 44% to 86% in four months.

40%Doc Time Reduction
via commure.com
Published 5 days ago
Hancock Iron Ore logoH

Hancock Iron Ore

Energy & Utilities|Mid-size

Rail defect detection

AgenticL2

350,000 track images reviewed by hand each month, always chasing failures. TrackDefectX now catches defects before they escalate.

$475K+Annual Cost Savings
via microsoft.com
Published Sep 11, 2026
OneAssure logoO

OneAssure

Insurance|SMB

Policy processing

AgenticL4

Hand-keying 30 fields per PDF took 10 minutes—payout errors frayed advisor trust. Document AI now handles each in under a minute.

<60sPolicy Processing Timevs 10-minute manual data entry
via cloud.google.com
Published Sep 11, 2026
Postal Savings Bank of China logoP

Postal Savings Bank of China

Financial Services|Enterprise

Enterprise banking AI

AgenticL4

Treated as a plug-in, not a platform. Now 370+ scenarios handle 10M+ daily AI calls — and new models ship in a day, not two weeks.

54MCustomers Reached via AI
via 163.com
Published Aug 28, 2026