See how 80 companies
enhance their employee experience with AI

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

Coca-Cola Andina logoC
Coca-Cola AndinaHR support
Sanofi logoS
SanofiWorkplace assistant
Cemex logoC
CemexHR self-service
Stripe logoS
StripeKnowledge assistant
Conagra Brands logoC
Conagra BrandsWorkforce training
Coca-Cola Andina logoC
Coca-Cola AndinaHR support
Sanofi logoS
SanofiWorkplace assistant
Cemex logoC
CemexHR self-service
Stripe logoS
StripeKnowledge assistant
Conagra Brands logoC
Conagra BrandsWorkforce training
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Showing 9 of 80 case studies
City of Lohja logoC

City of Lohja

Government & Public Sector|Mid-size

Internal knowledge search

AgenticL2

As the document archive grew, keyword search couldn't keep up. A chatbot now answers most HR and ICT queries by meaning, not just keywords.

~85%Support Questions Ans.
via oracle.com
Published Sep 3, 2026
Mediafly logoM

Mediafly

Software & Platforms|Mid-size

Knowledge search

AgenticL3

Each acquisition scattered knowledge further. Glean unified the sprawl—employees now find answers themselves instead of pinging Slack.

via glean.com
Published Aug 21, 2026
Cemex logoC

Cemex

Industrial & Manufacturing|Enterprise

HR self-service

AgenticL2

Policies were on the intranet. Employees called HR anyway. Now a Teams agent answers around the clock, freeing HR for complex cases.

via microsoft.com
Published Aug 11, 2026
Stripe logoS

Stripe

Financial Services|Enterprise

Knowledge assistant

AgenticL2

Every session, sellers and analysts started from zero—explaining Stripe to AI that had never heard of it. Kai already knows the company.

via blog.langchain.com
Published Aug 4, 2026
Cancer Council NSW logoC

Cancer Council NSW

Non-Profit & Social Impact|Mid-size

Policy guidance

AgenticL2

Policy guidance lived in SharePoint, colleague memories, or outdated versions. Genie now delivers approved, cited answers in seconds.

secondsPolicy Search Timevs 4-hour manual search
via microsoft.com
Published Jul 8, 2026
Baseten logoB

Baseten

Software & Platforms|SMB

Expert Q&A

AgenticL2

One AE held the team's institutional knowledge—90% of his day in Slack. A digital double in his voice freed him to sell.

~20sResponse Time Reductionvs 30 minutes
via notion.com
Published Jul 7, 2026