See how 241 companies
use AI for workplace productivity

Context Windows brings together credible case studies on what companies are doing with AI, from across the open web. We compare their results so you can prioritise the use cases that are actually working.

Real-world implementations from

Hyundai Motor Group logoH
Hyundai Motor GroupOperations automation
National Football League logoN
National Football LeagueIncident reporting
Kohler logoK
KohlerEmployee productivity
trivago logoT
trivagoKnowledge search
YMCA South Australia logoY
YMCA South AustraliaOperations support
Hyundai Motor Group logoH
Hyundai Motor GroupOperations automation
National Football League logoN
National Football LeagueIncident reporting
Kohler logoK
KohlerEmployee productivity
trivago logoT
trivagoKnowledge search
YMCA South Australia logoY
YMCA South AustraliaOperations support
Try:,,
Showing 9 of 241 case studies
IMPT logoI

IMPT

Software & Platforms|SMB

Business automation

AgenticL4

Managing infra ate up bandwidth a team of 20 couldn't spare. Now AI runs support, scheduling, and ops—freeing them to build.

400Daily Conv. Automated
via cloud.google.com
Published 6 days ago
StarLink logoS

StarLink

Technology|Mid-size

Procurement automation

AgenticL3

9,000 POs handled through fragmented manual steps. End-to-end AI agents cut quote comparison from 30 minutes to 3.

11,500annual hours saved
via ibm.com
Published Sep 25, 2026
GET AI logoG

GET AI

Professional Services|SMB

Consulting operations

AgenticL3

Weeks of scattered workshops to scope a single use case. An AI intake agent now delivers briefs, architecture, and prototypes in days.

~260hAnnual Capacity Gain
via microsoft.com
Published Sep 23, 2026
Alzheimer's Society logoA

Alzheimer's Society

Non-Profit & Social Impact|Mid-size

Fundraising research

AgenticL2

Each funding partner took 12 hours to vet. A Copilot agent now scans their news and websites, handing fundraisers a risk summary to review.

~67%Due Diligence Reduction
via microsoft.com
Published Sep 22, 2026
LTM logoL

LTM

Sales enablement

AgenticL2

Scattered pilots left sellers pitching AI transformation without an AI system of their own. Now AI agents support 500+ through every stage.

1.2x+Market Growth
via bain.com
Published Sep 20, 2026
Döhler logoD

Döhler

Industrial & Manufacturing|Enterprise

Service management

AgenticL2

Hundreds of thousands of requests buried in email inboxes. Joule agents now route, classify, and draft replies — teams handle more, faster.

25%Cost Savings
via sap.com
Published Sep 18, 2026