Nonprofit
NGOs, humanitarian agencies, foundations, and mission-driven civic organizations. 38 verified customer use cases (97% with quantified ROI · Avg Value Score 84 · 97% with mapped architecture components).
- Verified stories
- 38
- Quantified ROI
- 97%
- Avg value score
- 84
- Vendors deployed
- 13
- Distinct products
- 110
Architecture Stack Signature
6-Layer Production Component Breakdown
Power BI 4 Microsoft Teams 3 Power Apps 3
Azure AI Services 6 AWS Lambda 2 Amazon Bedrock 2
SharePoint 3 Amazon S3 2 BigQuery 2
AI-powered automation solution 1 AWS Step Functions 1 Amazon Bedrock AgentCore 1
Amazon CloudWatch 1 Cloud KMS 1 Cloud Logging 1
AWS Glue 1 Amazon SNS 1 Amazon SQS 1
Product & Model Ecosystem
Most Deployed Products & Co-occurring Pairs
Top named products & AI models
Azure AI Services 6 Power BI 4 Microsoft Teams 3 Power Apps 3 SharePoint 3 AWS Lambda 2 Amazon Bedrock 2 Amazon S3 2
Most frequent co-deployed product pairs
- AWS Lambda + Amazon S3 2 stories
- Azure + Power BI 2 stories
- Azure AI Services + Power BI 2 stories
- BigQuery + Cloud Run 2 stories
- IBM watsonx Assistant + IBM watsonx.ai 2 stories
Adoption Footprint
Sector, Region & Organization Scale
Leading AI use cases
Geographic footprint
- North America 18 (47%)
- Europe 9 (24%)
- Global / Multi-region 8 (21%)
- Asia-Pacific 1 (3%)
Organization scale
- Public sector 14 (37%)
- Mid-market 9 (24%)
- SMB 9 (24%)
- Enterprise 4 (11%)
Verified Business Impact
Outcome Categories & Customer ROI Proof
Primary outcome drivers
Anthropic Sample Archived · Oct 4, 2026 International Rescue Committee IRC teams needed to analyze frontline health data quickly enough to influence staffing, outreach, and supplies, but the information came from ministry-run facilities in inconsistent paper and Excel formats and often had… 4+ hours per month saved by half of surveyed pilot users Claude Enterprise Anthropic Sample Archived · Sep 28, 2026 International Rescue Committee IRC wanted proof that AI could turn inconsistent frontline health data into useful local decision support despite electricity constraints, poor connectivity, and ministry-defined indicators that varied across facilities. 2,700+ health facilities across 40 countries Claude Enterprise 
Google Cloud Sample Archived · Sep 25, 2026 Breast Cancer Canada Breast Cancer Canada needed a secure, ethics-approved cloud environment that could collect long-term patient-reported data and also help translate complex pathology information into plain language without the… Scaled clinical Patient Reported Outcomes Platform to more than 1,000 active patients BigQuery · Cloud Logging · Cloud Monitoring Google Cloud Sample Archived · Sep 17, 2026 IATA IATA wanted a repeatable short-term air-travel forecasting signal to complement long-term econometric models, but needed the entire workflow to run automatically each month with richer features and no manual… One global ML model produces approximately 5,700 bidirectional forecasts Cloud KMS · Cloud Run functions · Cloud Scheduler 
IBM Sample Aug 14, 2026 Wikimedia Deutschland Wikimedia Deutschland needed to make Wikidata’s massive, multilingual knowledge graph usable for modern generative AI applications because the existing access pattern depended on specialized query languages and complex… 180 employees IBM DataStax Astra DB · IBM watsonx.data 
AWS Sample Jul 6, 2026 World Rugby World Rugby wanted to make the Women’s Rugby World Cup 2025 more engaging by unlocking and activating complex match data in real time so broadcasters, commentators, and digital channels could give fans richer insights… 1,521 insights that were used across 147 million viewing hours Amazon Bedrock · Opta match data · TryZone IQ 
NVIDIA Sample Jun 24, 2026 Techies Without Borders Healthcare workers in low- and middle-income countries needed current, evidence-based medical guidance despite limited connectivity, scarce localized content, language barriers, and heavy frontline workloads. 17,000+ healthcare practitioners supported across 19 countries CMES-AI · NVIDIA Jetson Nano Developer Kit · NVIDIA NIM 
PwC Sample Archived · Jun 14, 2026 Lincoln Park Zoo Lincoln Park Zoo needed a better way to show animals that are sometimes off exhibit to visitors while also replacing manual, siloed marketing reporting with a clearer view of performance and ROI. 10 data sources integrated Power BI · PwC Smart Venues · machine learning model Google Cloud Sample Archived · Mar 27, 2026 Boys Town Overcoming the bottleneck: Scaling behavioral roleplay for student impact 100,000+ students projected to benefit from behavioral coaching annually BigQuery · Cloud Run · Cloud SQL 
Accenture Sample Feb 28, 2026 WWF Germany WWF Germany needed a faster, more reliable way to find ghost nets hidden in large volumes of archived sonar data because manual review was slow, costly, and too inconsistent to support large-scale recovery operations. 75,000 kilometers of purse seine nets (large circular surface nets) lost to the ocean each year AI model · GhostNetZero · dashboard 
Microsoft Sample Est. · Feb 11, 2026 YMCA Victoria YMCA Victoria needed a scalable way to give employees and volunteers across more than 150 locations consistent access to policies, procedures, and updates despite language barriers, fragmented communication channels,… 53% of those with different first languages, backgrounds, and cultures Azure AI Translator · Copilot Studio · Microsoft Cloud Infrastructure NVIDIA Sample Feb 4, 2026 MITRE MITRE needed a secure, shared AI environment that government sponsors and researchers could use to test advanced models across domains without duplicating infrastructure or weakening controls around sensitive data. 1-kilometer level precision NVIDIA DGX SuperPOD · NVIDIA Earth-2 · NVIDIA Omniverse 
Capgemini Sample Jan 24, 2026 Norwegian Red Cross The Norwegian Red Cross needed a lower-cost, privacy-preserving way to support sensitive multilingual conversations for vulnerable groups when human interpreters were expensive or unavailable. Cost of interpretation reduced up to 90% BabelSpeak · Telenor AI Factory Capgemini Sample Nov 26, 2025 UNICEF Generation Unlimited UNICEF wanted to help young people in Brazil find practical green-skills pathways and climate-action opportunities instead of leaving their sustainability interest disconnected from education and work options. 44% feel equipped with the skills to make an impact Amazon Bedrock AgentCore · Amazon SageMaker AI · Green Career Assistant 
In-house Sample Apr 23, 2025 Last Mile Health Last Mile Health found that medical and community health advice delivered through Ethiopia's new health-system call centers was not standardized across districts, while community health workers could not realistically… 10 local call centers embedded within the country's health system HEP Assist · case management system · question-answering service 
Salesforce Sample Feb 25, 2025 College Possible College Possible needed a faster way to onboard 200 new coaches every year and preserve each student's history so support did not reset every time an AmeriCorps coach rotated out. 200 new coaches every year Agentforce · Education Cloud · Experience Cloud AWS Sample Feb 20, 2025 Tehanu In 2024, Tehanu sought to launch a project focusing on a family of mountain gorillas in Rwanda’s Volcanoes National Park, on the border with Uganda and the Democratic Republic of Congo. With the objective to automate… $1.55B AWS Lambda · Amazon Bedrock · Amazon CloudWatch IBM Sample Dec 20, 2024 Food Ladder Food Ladder needed to scale greenhouse onboarding, school support and curriculum creation for hundreds of remote schools without relying on staff travel and manual lesson preparation, while preserving the personal… 40 schools IBM Granite · IBM watsonx Assistant · IBM watsonx.ai Microsoft Sample Dec 12, 2024 AFCA AFCA needed to modernize its aging, customized set of systems to unify data and increase efficiency with automation. Complainants save two business days on average, and the customer service team has fewer incoming calls for new… Azure · Dynamics 365 Customer Service · Dynamics 365 Finance Microsoft Sample Nov 14, 2024 Operation Smile To serve its global patients, Operation Smile needed better support for translation and localized data input, faster ways to identify and classify cleft conditions, and a replacement for manual data analysis in… The digitalization of forms and the use of Azure AI have reduced the time required for completing reports from… Azure OpenAI Service · Microsoft Fabric · Microsoft OneLake Microsoft Sample Nov 10, 2024 British Heart Foundation The British Heart Foundation (BHF) is Europe's largest funder of research into heart and circulatory disease, and the organization finances projects using AI to accelerate scientific breakthroughs. It wanted to test how… In its initial test, users estimate that Microsoft 365 Copilot could save them up to 30 minutes per day.… Copilot for Microsoft 365 · Microsoft 365 · Outlook IBM Sample Nov 6, 2024 ASPHI Onlus ASPHI Onlus needed a better way to make reading materials accessible for people with hearing or cognitive impairments and non-native Italian speakers because conventional text experiences created barriers to learning… 4 weeks IBM Cloud Code Engine · IBM Cloudant · IBM watsonx Assistant Microsoft Sample Oct 14, 2024 Qatar Charity Qatar Charity, a renowned non-profit organization dedicated to humanitarian efforts worldwide, faced significant challenges with inefficient call center operations and fragmented data management systems. As a result, Qatar Charity significantly reduced its average handle time by 30 percent, increased customer… Azure Communication Services · Azure Logic Apps · Dynamics 365 Customer Service Microsoft Sample Oct 1, 2024 Royal National Institute of Blind People Doctors found a tumor in Tony’s brain when he was a teen, which caused degenerative sight loss. When he was registered blind in his thirties, he struggled to adapt and mostly gave up on being active. Meanwhile, around 2 million people in the UK are living with sight loss, a figure that will increase year after… Azure AI Services