See how 28 companies
reduce risk with AI

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

Beast Industries logoB
Beast IndustriesChatbot security
Barry-Wehmiller logoB
Barry-WehmillerThreat detection
Guizhou Phosphate Group logoG
Guizhou Phosphate GroupFactory operations
Trustly logoT
TrustlyFraud detection
Banco Popular Dominicano logoB
Banco Popular DominicanoRisk monitoring
Beast Industries logoB
Beast IndustriesChatbot security
Barry-Wehmiller logoB
Barry-WehmillerThreat detection
Guizhou Phosphate Group logoG
Guizhou Phosphate GroupFactory operations
Trustly logoT
TrustlyFraud detection
Banco Popular Dominicano logoB
Banco Popular DominicanoRisk monitoring
Try:,,
Showing 9 of 28 case studies
Trustly logoT

Trustly

Financial Services|Mid-size

Fraud detection

AgenticL4

Fraud signals buried in unstructured bank data. Generative AI now categorizes each account before models score 500 transactions per second.

75%Faster Risk Assessment
via aws.amazon.com
Published Jul 15, 2026
Partnership on AI logoP

Partnership on AI

Non-Profit & Social Impact|SMB

Compliance auditing

AgenticL2

Scattered across four finance modules, approval logs took five hours to cross-reference. One prompt now flags every exception in minutes.

2 minsPer Financial Auditvs 5+ hour manual audit
via rippling.com
Published Jul 8, 2026
Banco Popular Dominicano logoB

Banco Popular Dominicano

Financial Services|Enterprise

Risk monitoring

AgenticL2

Review cycles took months, leaving 60% of risks invisible. AURA now monitors every change in real time—analysts approve before action.

40%Time Freed for Analysis
via microsoft.com
Published Jun 9, 2026
Singapore Civil Defence Force logoS

Singapore Civil Defence Force

Government & Public Sector|Enterprise

Inspection prioritization

AgenticL2

Decades of inspection data sat unused. Now, predictive analytics replace manual scheduling, routing teams to the highest-risk sites.

2xEffectiveness Gain
via accenture.com
Published May 24, 2026
TerSera Therapeutics logoT

TerSera Therapeutics

Pharmaceuticals & Biotech|SMB

Financial planning

AgenticL2

Fragile spreadsheets bottlenecked deal modeling. Now, AI summarizes variances and flags risks, freeing analysts to shape strategy.

30%Planning Time Reduction
via planful.com
Published May 19, 2026
St James Schools logoS

St James Schools

Education & Training|Mid-size

Student web security

AgenticL2

Fragmented security and invisible GenAI use put pupils at risk. Now, one platform secures any device and coaches students on safe AI practices.

100%Visibility of GenAI Use
via paloaltonetworks.com
Published Apr 27, 2026