See how AI works
for 281 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
Try:,,
Showing 9 of 281 case studies
Sunbit logoS

Sunbit

Financial Services|Mid-size

Call center automation

AgenticL4

Rapid growth outpaced Sunbit's phone tree. AI now resolves half of calls outright and guides agents, in real time, through the rest.

5 secsRouting Time Reduction
via cresta.com
Published today
Stripe logoS

Stripe

Financial Services|Enterprise

Knowledge assistant

AgenticL2

Every session, sellers and analysts started from zero—explaining Stripe to AI that had never heard of it. Kai already knows the company.

via blog.langchain.com
Published yesterday
Ujjivan SFB logoU

Ujjivan SFB

Financial Services|Enterprise

Contact center automation

AgenticL4

Manual dialers, scattered platforms, a rigid IVR. One cloud platform unified 350 agents — turning phone banking into a revenue channel.

60%Wrap-up Time Reduction
via genesys.com
Published Jul 29, 2026
Cleverbridge logoC

Cleverbridge

Financial Services|Mid-size

Performance analytics

AgenticL2

Client analytics required SQL queries only engineers could write. Now CSMs pull performance reports in minutes with plain language prompts.

~1 FTEAnnual CSM Time Savings
via snowflake.com
Published Jul 23, 2026
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 Jul 18, 2026
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