See how 223 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

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 223 case studies
COSMO CONSULT logoC

COSMO CONSULT

Technology|Mid-size

Lead capture

AgenticL2

Trade fair leads sat in notebooks for a week. Now reps type notes into Teams and a Copilot agent creates CRM records in seconds.

5–7 minsTime Savings per Lead
via microsoft.com
Published 2 days ago
Morning Brew logoM

Morning Brew

Media|Mid-size

Operations agents

AgenticL4

Slack questions, capacity rebuilds in Excel, PRDs gone stale on arrival. Three agents handle the synthesis; humans handle the judgment.

12xFaster Capacity Planning
via notion.com
Published 3 days ago
National Football League logoN

National Football League

Entertainment|Mid-size

Incident reporting

AgenticL2

Multiple staff, one spreadsheet, inconsistent logs. Staff now describe incidents; AI classifies each, improving with every game.

8–12 hrsWeekly Time Savings
via microsoft.com
Published 4 days ago
Miro logoM

Miro

Software & Platforms|Mid-size

Content review

AgenticL3

Ninety creators, one 48-hour window: small naming errors compound fast. Claude checks against the brief; humans judge the voice.

50%Review Time Reduction
via anthropic.com
Published Aug 13, 2026
Hyundai Motor Group logoH

Hyundai Motor Group

Automotive & Mobility|Enterprise

Operations automation

AgenticL4

Crash archives spanning decades searched by hand; service reviews took 35 minutes. Engineers now query in seconds; AI handles reviews in 5.

₩5.24BAnnual Savings
via en.sedaily.com
Published Aug 12, 2026
Kohler logoK

Kohler

Consumer Products|Enterprise

Employee productivity

AgenticL2

Security-first framing drained enthusiasm. Kohler pivoted to 'lead with yes'—C-suite modeling, 200 champions—and adoption followed.

2–5hMonthly Time Savings
via microsoft.com
Published Aug 11, 2026