See how AI works
for 79 companies
in non-profit & social impact

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

Wikimedia Deutschland logoW
Wikimedia DeutschlandKnowledge search
YMCA South Australia logoY
YMCA South AustraliaOperations support
Goodwill Industries International logoG
Goodwill Industries InternationalResume generation
IRC Center for Economic Opportunity logoI
IRC Center for Economic OpportunityCustomer support
Cancer Council NSW logoC
Cancer Council NSWPolicy guidance
Wikimedia Deutschland logoW
Wikimedia DeutschlandKnowledge search
YMCA South Australia logoY
YMCA South AustraliaOperations support
Goodwill Industries International logoG
Goodwill Industries InternationalResume generation
IRC Center for Economic Opportunity logoI
IRC Center for Economic OpportunityCustomer support
Cancer Council NSW logoC
Cancer Council NSWPolicy guidance
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Showing 9 of 79 case studies
Wikimedia Deutschland logoW

Wikimedia Deutschland

Non-Profit & Social Impact|SMB

Knowledge search

AgenticL1

Querying Wikidata required specialized syntax, locking out most AI systems. Vector search now lets LLMs navigate 100M+ entities in plain language.

30xQuery Speed Increase
via ibm.com
Published Aug 14, 2026
The Apprentice Project logoT

The Apprentice Project

Non-Profit & Social Impact|SMB

Educational video production

AgenticL1

Manual workflows buckled under 70–80 videos monthly in four languages. AI now builds each lesson from prompt to final cut; educators review.

~50%Prod. Time Reduction
via elevenlabs.io
Published Aug 7, 2026
Rx Ballroom Dance logoR

Rx Ballroom Dance

Non-Profit & Social Impact|SMB

Fundraising strategy

AgenticL2

Loyal donors got the same blast as first-timers. Que built four tiers — timing, tone, and ask tailored to each.

$59.8k+EOY Fundraising Growth
via bonterratech.com
Published Jul 22, 2026
Epilepsy Foundation logoE

Epilepsy Foundation

Non-Profit & Social Impact|SMB

Patient health Q&A

AgenticL2

Scared patients chased cures through forums no one had vetted. Sage answers only from the Foundation's reviewed library — or declines.

4xGrant Time Savings
via anthropic.com
Published Jul 21, 2026
National Domestic Workers Alliance logoN

National Domestic Workers Alliance

Non-Profit & Social Impact|SMB

Negotiation support

AgenticL2

Each worker negotiates alone — no HR, no coworkers. Ask Aya turns the movement's collective wisdom into guidance she can hold in her hand.

93%Advice Applied Rate
via anthropic.com
Published Jul 21, 2026
Projekt Kalwaria logoP

Projekt Kalwaria

Non-Profit & Social Impact|SMB

Video narration

AgenticL1

A volunteer team couldn't afford a voice actor per language. Now one script ships narrated films in Polish, English, and German at once.

3Languages, 1 Scriptvs booking voice actors for each language
via elevenlabs.io
Published Jul 11, 2026