See how 207 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

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
Macquarie Group logoM
Macquarie GroupWorkflow automation
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
Macquarie Group logoM
Macquarie GroupWorkflow automation
Try:,,
Showing 9 of 207 case studies
Sanofi logoS

Sanofi

Pharmaceuticals & Biotech|Enterprise

Workplace assistant

AgenticL2

Thousands of legacy apps kept workflows scattered across siloed systems. Concierge replaced them—one AI companion every team fully trusts.

92%Verification Time Cut
via aws.amazon.com
Published today
Marlabs logoM

Marlabs

Technology|Mid-size

Workforce productivity

AgenticL2

HR queries wound through a patchwork of disconnected systems and a separate help desk. One Copilot agent replaced the whole stack.

>60%Response Time Reduction
via microsoft.com
Published 4 days ago
Airtree logoA

Airtree

Financial Services|SMB

Meeting preparation

AgenticL3

Eight siloed tools consumed hours of prep before every founder meeting. Now context surfaces in minutes — investors walk in already deep.

2 minsSummary Time Savings
via anthropic.com
Published 5 days ago
Tecban logoT

Tecban

Financial Services|Mid-size
up to

Workplace assistants

AgenticL2

Ungoverned AI was too risky for critical banking; a governed path now embeds Copilot and custom assistants into everyday work.

30%More Output
via microsoft.com
Published Jun 3, 2026
HubSpot logoH

HubSpot

Software & Platforms|Enterprise

Workflow automation

AgenticL2

Same work tracked in four disconnected tools. AI pulls live context from all of them—drafts land ready to sharpen, not start.

20 minsReduced Draft Time
via anthropic.com
Published May 27, 2026
Brainlabs logoB

Brainlabs

Media|Mid-size

Workflow automation

AgenticL3

Strategists lost hours rebuilding workflows by hand. Now, a shared AI library shifts focus from mechanical assembly to client strategy.

~80%Draft Completion
via anthropic.com
Published May 23, 2026