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Context Windows brings together case studies on what companies are doing with AI, from across the web. We compare their results so you can prioritise the use cases that are actually working.

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Real-world implementations from

Toyota Connected logoT
Toyota ConnectedInternal knowledge search
Netflix logoN
NetflixContent production
HelloFresh logoH
HelloFreshAd campaign automation
FIFA logoF
FIFAMedia accreditation
AT&T logoA
AT&TRetail sales guidance
Toyota Connected logoT
Toyota ConnectedInternal knowledge search
Netflix logoN
NetflixContent production
HelloFresh logoH
HelloFreshAd campaign automation
FIFA logoF
FIFAMedia accreditation
AT&T logoA
AT&TRetail sales guidance
Try:,,
Showing 9 of 1,568 case studies
Welsh Water logoW

Welsh Water

Energy & Utilities|Mid-size

Incident response

AgenticL2

Triage on a difficult day meant combing 14 systems under a regulatory clock. ORAI assembles the evidence; operators make the call.

15-30minEvent Time Reduction
via microsoft.com
Published 3 days ago
Bullla logoB

Bullla

Financial Services|Mid-size

Incident response

AgenticL4

10x growth fractured visibility across tools, locking workers out of salary advances during outages. AI now surfaces root causes in minutes.

~90%MTTR Reduction
via datadoghq.com
Published 3 days ago
Republic of Tajikistan logoR

Republic of Tajikistan

Government & Public Sector|Enterprise

Licensing automation

AgenticL3

Paper applications took 14–30 days; agents now extract, validate, and route each file to a decision in 90 seconds.

50-60%Repetitive Workload Cut
via nvidia.com
Published 3 days ago
Providence logoP

Providence

Healthcare Providers|Enterprise
up to

Order status lookup

AgenticL2

Status queries flooded shared services with tickets. Now requisitioners get instant answers through conversational AI, freeing staff for patient care.

50%Response Time Reduction
via oracle.com
Published 4 days ago
Broughton Partners logoB

Broughton Partners

Professional Services|Mid-size

Case verification

AgenticL4

2,500 cases backlogged, audit data scattered across four systems. Eighteen agents now run checks on arrival; specialists own the exceptions.

60%Audit Work Reduction
via salesforce.com
Published 5 days ago
Bitfury Group logoB

Bitfury Group

Technology|Mid-size

Legal drafting

AgenticL2

A full outside firm billed from day one to draft every deal. Three lawyers now deliver 80% in-house; counsel reviews only.

>50%Outside Counsel Reduced
via harvey.ai
Published 6 days ago