See how 214 companies
use AI for workplace productivity

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

trivago logoT
trivagoKnowledge search
Levi Strauss & Co. logoL
Levi Strauss & Co.Workforce device modernization
YMCA South Australia logoY
YMCA South AustraliaOperations support
HelloFresh logoH
HelloFreshOperations automation
PepsiCo logoP
PepsiCoWorkforce collaboration
trivago logoT
trivagoKnowledge search
Levi Strauss & Co. logoL
Levi Strauss & Co.Workforce device modernization
YMCA South Australia logoY
YMCA South AustraliaOperations support
HelloFresh logoH
HelloFreshOperations automation
PepsiCo logoP
PepsiCoWorkforce collaboration
Try:,,
Showing 9 of 214 case studies
Struber logoS

Struber

Professional Services|SMB

Operations agents

AgenticL2

With 50 staff and 40TB of unstructured data, Struber faced rivals 1,000x its size. Agents made every consultant a full team.

$500K-1MExpertise Value Gained
via microsoft.com
Published 3 days ago
Finnet logoF

Finnet

Financial Services|SMB

Office productivity

AgenticL2

Rapid growth buried staff in admin; employees had already turned to ungoverned AI. Weeks of controls, then Copilot replaced shadow use.

1-3hDaily Time Savings
via microsoft.com
Published 6 days ago
NHS Digital logoN

NHS Digital

Government & Public Sector|Mid-size

Call center scripting

AgenticL2

Most agents had never worked a contact center. Information scattered, scripts unmemorable. Real-time guidance walked them through each call.

57.8MScript Runs/Year
via capacity.com
Published Jun 25, 2026
trivago logot

trivago

Travel & Tourism|Mid-size

Knowledge search

AgenticL3

EU data rules locked out public AI; every doc and plan written by hand. Now one copilot searches emails, Slack, and docs—within EU borders.

8 daysAnnual Time Savings
via ibm.com
Published Jun 24, 2026
Quantium logoQ

Quantium

Technology|Mid-size

Software development

AgenticL3

AI investments arrived; culture didn't follow. Quantium deployed CEO-first, then brought that playbook to client executives directly.

via anthropic.com
Published Jun 23, 2026
Omniscient Neurotechnology logoO

Omniscient Neurotechnology

Pharmaceuticals & Biotech|SMB

Fleet audit

AgenticL2

30-minute report-digging kept fleet audits chronically deferred. Now one prompt delivers every device, flag, and follow-up emails at once.

80-90%Audit Time Reduction
via rippling.com
Published Jun 18, 2026