See how AI works
for 284 companies
in financial services

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

Citigroup logoC
CitigroupClient onboarding
First Abu Dhabi Bank logoF
First Abu Dhabi BankLead generation
Macquarie Group logoM
Macquarie GroupWorkflow automation
St. James's Place logoS
St. James's PlaceTraining video creation
Kleiner Perkins logoK
Kleiner PerkinsCost modeling
Citigroup logoC
CitigroupClient onboarding
First Abu Dhabi Bank logoF
First Abu Dhabi BankLead generation
Macquarie Group logoM
Macquarie GroupWorkflow automation
St. James's Place logoS
St. James's PlaceTraining video creation
Kleiner Perkins logoK
Kleiner PerkinsCost modeling
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Showing 9 of 284 case studies
Meza Mortgage Consulting logoM

Meza Mortgage Consulting

Financial Services|SMB

Marketing videos

AgenticL1

Camera dread turned a 30-second script into two hours of takes—output capped at one video per three weeks. His AI avatar now ships three.

9xVideo Output Increase
via heygen.com
Published 4 days ago
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
NH Nonghyup Bank logoN

NH Nonghyup Bank

Financial Services|Enterprise

Product recommendations

AgenticL2

Mass campaigns reached everyone but converted few. AI now scores each customer and sends a personalized offer to the likeliest.

+25ppIRP Conversion Rate Gain
via v.daum.net
Published Jul 10, 2026
St. James's Place logoS

St. James's Place

Financial Services|Mid-size
up to

Training video creation

AgenticL1

Quarterly compliance updates meant costly reshoots. Now scripts regenerate instantly — no cameras, no vendors, no delays.

75%Cost Savings
via synthesia.io
Published Jul 3, 2026
Finnet logoF

Finnet

Financial Services|SMB

Office productivity

AgenticL2

Rapid growth buried staff in admin; employees had already turned to ungoverned AI. Weeks of controls, then Copilot replaced shadow use.

1-3hDaily Time Savings
via microsoft.com
Published Jun 30, 2026
Candidly logoC

Candidly

Financial Services|SMB

Conversation steering

AgenticL2

23% of turns were disengaging — Cait only found out after each conversation ended. State inference now runs live and adjusts mid-turn.

0.90Prediction AUC
via blog.langchain.com
Published Jun 30, 2026