How AI + HR works
for 134 companies

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

Nestlé logoN
NestléInterview scheduling
Chess.com logoC
Chess.comWorkforce reporting
Bayer logoB
BayerSales training simulation
Chipotle logoC
ChipotleHiring automation
ADT logoA
ADTTalent management
Nestlé logoN
NestléInterview scheduling
Chess.com logoC
Chess.comWorkforce reporting
Bayer logoB
BayerSales training simulation
Chipotle logoC
ChipotleHiring automation
ADT logoA
ADTTalent management
Try:,,
Showing 9 of 134 case studies
Schnuck Markets logoS

Schnuck Markets

Retail|Enterprise

Applicant screening

AgenticL4

Phone tag and manual scheduling buried store managers; candidates dropped before interviews. An AI agent now screens and schedules by text.

100%Screening Automation
via workday.com
Published yesterday
Dude Wipes logoD

Dude Wipes

Consumer Products|SMB

Flight risk analysis

AgenticL3

Manually pulling flight risk data took half a day — so it never got done. Three words later, Rippling built a scoring rubric from scratch.

5 minsAnalysis Time Savedvs 4 hours of manual data assembly
via rippling.com
Published yesterday
City of Raisio logoC

City of Raisio

Government & Public Sector|Mid-size

Digital skills training

AgenticL2

Routine info searches and content creation pulled staff away from residents. ~100 employees now use Copilot as a daily assistant.

via capgemini.com
Published 2 days ago
Cosmos Aluminium logoC

Cosmos Aluminium

Industrial & Manufacturing|Mid-size

Document search

AgenticL2

Manual résumé review took 14 days across 1,000+ inconsistently formatted CVs. Two AI agents now return results in minutes.

~15 minsCandidate Search Timevs 14 days
via aws.amazon.com
Published Jun 13, 2026
Ignite Reading logoI

Ignite Reading

Education & Training|SMB

Workforce planning

AgenticL2

Every hiring target was a guess. A chain of AI prompts built the first real capacity model in an hour — surfacing a 63% offer-to-start rate.

1 hourBuild Timevs 1 full week of manual work
via rippling.com
Published Jun 12, 2026
Ebury logoE

Ebury

Financial Services|Mid-size

Sales training

AgenticL2

Coaching couldn't keep pace across 30+ markets. AI voice agents let reps rehearse client calls in 15+ languages, on demand.

4,000+Training Conversations
via elevenlabs.io
Published Jun 4, 2026