See how 40 companies
reduce risk with AI

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.

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Real-world implementations from

EchoStar logoE
EchoStarSecurity operations
Cogentrix logoC
CogentrixSecurity automation
KOHO logoK
KOHOCredit scoring
What Chefs Want logoW
What Chefs WantDriver safety coaching
PicPay logoP
PicPayFraud risk scoring
EchoStar logoE
EchoStarSecurity operations
Cogentrix logoC
CogentrixSecurity automation
KOHO logoK
KOHOCredit scoring
What Chefs Want logoW
What Chefs WantDriver safety coaching
PicPay logoP
PicPayFraud risk scoring
Try:,,
Showing 9 of 40 case studies
Cogentrix logoC

Cogentrix

Energy & Utilities|Mid-size

AI tool governance

AgenticL4

When AI adoption exploded across endpoints, a two-person team had zero visibility. Deployed in a week; 645K installs blocked automatically.

30 minsDaily Vetting Time
via paloaltonetworks.com
Published 3 days ago
Cogentrix logoC

Cogentrix

Energy & Utilities|Mid-size

Security automation

AgenticL3

Two-person team, 10 power plants. Daily threat queries ate 2 hours; now agents run them while humans stay on consequential calls.

45%Insurance Cost Reduction
via crowdstrike.com
Published 4 days ago
HD Korea Shipbuilding & Offshore Engineering logoH

HD Korea Shipbuilding & Offshore Engineering

Industrial & Manufacturing|Enterprise

Threat detection

AgenticL4

Alert floods buried real threats in classified naval defence tech. AI now cuts the noise; a global SOC watches round the clock.

65%Alert Reduction
via ibm.com
Published Oct 19, 2026
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 Oct 13, 2026
McDougall Gauley LLP logoM

McDougall Gauley LLP

Professional Services|SMB

Contract review

AgenticL2

Lawyers weren't afraid of AI — they were afraid of where pasted data went. Lito inside Word removed that moment. Even skeptics experimented.

via litera.com
Published Oct 13, 2026
What Chefs Want logoW

What Chefs Want

Transportation & Logistics|Mid-size

Driver safety coaching

AgenticL3

Three people, 700 drivers, no road data—just spreadsheets. When a DOT probe hit, they had nothing. Now AI coaches every driver individually.

6 hoursWeekly Time Savings
via samsara.com
Published Sep 24, 2026