See how 38 companies
use AI for cybersecurity

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
Barry-Wehmiller logoB
Barry-WehmillerThreat detection
Thoughtworks logoT
ThoughtworksThreat detection
Coveo logoC
CoveoSecurity operations
City of Johannesburg logoC
City of JohannesburgSecurity operations
Visa logoV
VisaAlert investigation
Barry-Wehmiller logoB
Barry-WehmillerThreat detection
Thoughtworks logoT
ThoughtworksThreat detection
Coveo logoC
CoveoSecurity operations
City of Johannesburg logoC
City of JohannesburgSecurity operations
Try:,,
Showing 9 of 38 case studies
Visa logoV

Visa

Financial Services|Enterprise

Alert investigation

AgenticL3

The alert named the event. The analyst still had to name the person — a second search, slower for newer analysts. A pipeline now names both.

secondsAlert Triage Timevs 10–20 minutes of manual analyst work per alert
via elastic.co
Published Jun 27, 2026
Nulab logoN

Nulab

Software & Platforms|SMB

Incident response

AgenticL2

A small team manually investigated alerts across 35 AWS accounts. Now, engineers use AI chat to instantly pinpoint system anomalies.

<5 minsAlert Triage Time
via datadoghq.com
Published May 22, 2026
Coveo logoC

Coveo

Software & Platforms|Mid-size

Security operations

AgenticL4

Fragmented tools kept analysts chasing alerts until midnight. Now, AI agents resolve routine cases so teams work standard hours.

30 hoursWeekly Time Savings
via paloaltonetworks.com
Published Apr 29, 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
Barry-Wehmiller logoB

Barry-Wehmiller

Industrial & Manufacturing|Enterprise

Threat detection

AgenticL2

Analysts manually investigated hundreds of daily security alerts. Now, AI automates triage, leaving just one actionable threat a week.

$750K+Annual Cost Savings
via sentinelone.com
Published Apr 24, 2026
City of Johannesburg logoC

City of Johannesburg

Government & Public Sector|Enterprise
up to

Security operations

AgenticL3

High incident volumes across complex IT/OT networks overwhelmed security teams. Now, AI agents triage alerts so analysts can hunt threats.

26%Speed Improvement
via microsoft.com
Published Apr 17, 2026