See how AI works
for 303 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

Visa logoV
VisaAlert investigation
Citigroup logoC
CitigroupClient onboarding
PayPal logoP
PayPalConversational analytics
First Abu Dhabi Bank logoF
First Abu Dhabi BankLead generation
Macquarie Group logoM
Macquarie GroupWorkflow automation
Visa logoV
VisaAlert investigation
Citigroup logoC
CitigroupClient onboarding
PayPal logoP
PayPalConversational analytics
First Abu Dhabi Bank logoF
First Abu Dhabi BankLead generation
Macquarie Group logoM
Macquarie GroupWorkflow automation
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Showing 9 of 303 case studies
PicPay logoP

PicPay

Financial Services|Enterprise
up to

Fraud risk scoring

AgenticL4

Sensitive triggers flooded the queue; analysts cleared cases one at a time. Four agents now pre-screen each anomaly in parallel.

10xPeak Response Speed
via databricks.com
Published 4 days ago
InComm Payments logoI

InComm Payments

Financial Services|Mid-size

AI risk rating

AgenticL2

Move at tech speed, answer like a bank—ad-hoc AI reviews couldn't do both. A four-tier risk framework now routes every request consistently.

5-10 pgsPer Risk Memo
via harvey.ai
Published 6 days ago
Qonto logoQ

Qonto

Financial Services|Mid-size

Financial admin

AgenticL3

Each payroll meant up to 20 manual transfers; each invoice re-keyed from a spreadsheet. Agents now prepare both; owners approve once.

2XTransfer Speed Increase
via anthropic.com
Published Sep 10, 2026
Nequi logoN

Nequi

Financial Services|Mid-size

Credit scoring

AgenticL4

Creditworthy but credit-invisible: millions of Colombians locked out. Graph ML mapped their behavior instead, making them legible to lending.

50%Credit Mgmt Cost Savings
via aws.amazon.com
Published Sep 7, 2026
InCore Bank logoI

InCore Bank

Financial Services|SMB
up to

Client onboarding

AgenticL3

KYC files moved desk to desk for months, with compliance teams buried in repetitive checks. Agents now extract and score; officers decide.

99%Extraction Accuracy
via crowdfundinsider.com
Published Sep 5, 2026
PayPal logoP

PayPal

Financial Services|Enterprise

Conversational analytics

AgenticL2

Security rules barred LLMs from their data warehouse. A vault encrypted credentials on the fly; 5,000 now query petabytes in plain English.

~100%Accuracy
via cloud.google.com
Published Sep 4, 2026