See how 22 companies
use AI for autonomous systems

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

PGA TOUR logoP
PGA TOURWebsite testing
University of Michigan logoU
University of MichiganUrban flow simulation
Cafe24 logoC
Cafe24Store operations
Guizhou Phosphate Group logoG
Guizhou Phosphate GroupFactory operations
Duvo logoD
DuvoProcurement automation
PGA TOUR logoP
PGA TOURWebsite testing
University of Michigan logoU
University of MichiganUrban flow simulation
Cafe24 logoC
Cafe24Store operations
Guizhou Phosphate Group logoG
Guizhou Phosphate GroupFactory operations
Duvo logoD
DuvoProcurement automation
Try:,,
Showing 9 of 22 case studies
PGA TOUR logoP

PGA TOUR

Entertainment|Mid-size

Website testing

AgenticL4

Tournaments running simultaneously meant an hour of manual checks each. AI agents now run them in minutes, freeing the team to be proactive.

<3 minsQA Time Reductionvs ~1 hour per tournament
via aws.amazon.com
Published Jun 25, 2026
Aegiq logoA

Aegiq

Technology|SMB

Quantum calibration

AgenticL4

Balancing brightness, purity, and indistinguishability by hand drained specialists weekly. Now plain-English prompts put agents in charge.

3xEng. Time Reduction
via thequantuminsider.com
Published Jun 23, 2026
Guizhou Phosphate Group logoG

Guizhou Phosphate Group

Industrial & Manufacturing|Enterprise

Factory operations

AgenticL2

Data silos at a 3,200-acre chemical site obscured safety risks. Co-designing digital twins let AI monitor 15,000 devices to flag hazards.

>1M RMBAnnual Cost Savings
via stdaily.com
Published Apr 8, 2026
Duvo logoD

Duvo

Retail|SMB

Procurement automation

AgenticL4

Scattered systems left a long tail of manual actions untouched. AI agents now operate UIs directly to run workflows, escalating exceptions.

€1.45MFirst-Week Savings
via anthropic.com
Published Apr 4, 2026
Cafe24 logoC

Cafe24

Retail|Mid-size

Store operations

AgenticL4

Data scattered across 700 tables forced operators to perform 100 daily manual tasks. Now, AI agents autonomously execute these workflows.

~40%Transaction Value Growth
via databricks.com
Published Mar 19, 2026
University of Michigan logoU

University of Michigan

Government & Public Sector|Enterprise

Urban flow simulation

AgenticL1

Simulations were stuck in 2D and took hours. Physics-informed AI now models 3D urban airflow in seconds.

via nvidia.com
Published Feb 4, 2026