See how AI works
for 324 companies
in financial services

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.

Real-world implementations from

Visa logoV
VisaAlert investigation
Barclays logoB
BarclaysKnowledge assistance
PayPal logoP
PayPalConversational analytics
Barings logoB
BaringsCompliance review
Macquarie Group logoM
Macquarie GroupWorkflow automation
Visa logoV
VisaAlert investigation
Barclays logoB
BarclaysKnowledge assistance
PayPal logoP
PayPalConversational analytics
Barings logoB
BaringsCompliance review
Macquarie Group logoM
Macquarie GroupWorkflow automation
Try:,,
Showing 9 of 324 case studies
Bitfury Group logoB

Bitfury Group

Financial Services|Mid-size

Legal operations

AgenticL2

Three lawyers, one deal pipeline: outside counsel built every document from scratch. Now they review an 80%-done draft.

>50%Reduced Outside Counsel
via harvey.ai
Published 2 days ago
ESL Federal Credit Union logoE

ESL Federal Credit Union

Financial Services|Mid-size

Threat detection

AgenticL4

Three siloed tools, alerts stitched by hand. Their own email tool blocked the fraud inbox daily; a new AI learned the difference in 2 days.

3Point Solutions Replaced
via darktrace.com
Published 2 days ago
National Bank of Canada logoN

National Bank of Canada

Financial Services|Enterprise

Branch adviser support

AgenticL3

Every home-finance question meant a manual search through knowledge bases. AI handles it now—NBC retired the dedicated support line.

10–15%Call Volume Reduction
via aws.amazon.com
Published 3 days ago
National Bank of Greece logoN

National Bank of Greece

Financial Services|Enterprise

Virtual banking assistant

AgenticL2

500+ legacy systems kept Greece's largest bank branch-bound and exposed. A €1.3B rebuild made Sofia AI the face of digital banking.

via sbctv.gr
Published Oct 7, 2026
Barings logoB

Barings

Financial Services|Mid-size

Compliance review

AgenticL4

Classifying 2,000 vendors under DORA meant paying lawyers and 10–15 manual reviews weekly. AI now routes only 1–2 edge cases to humans.

2400%ROI on Cost Avoidance
via ziphq.com
Published Oct 5, 2026
Truly Finance logoT

Truly Finance

Financial Services|SMB

Avatar video

AgenticL1

James wouldn't film himself, so video stayed off the table—and with it, any reach beyond existing followers. An AI avatar changed both.

2-3/weekVideo Output Growthvs no regular video created
via heygen.com
Published Oct 2, 2026