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Real-world cloud & AI use cases, decoded.
Customer stories from Alibaba Cloud, AWS, Databricks, Google Cloud, Microsoft and more — collected every day and normalized into problems, architectures, products and measurable outcomes you can compare side by side.
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Browse use cases, week by week
Newest additions first. Earlier weeks load as you browse.
Week of Oct 5 – Oct 11, 2026
5 use cases OA OpenAI Sample Oct 9, 2026 Asana Asana needed to cut the cost and latency of its StackAI browser agent so it could offer customers more capable models for browser-driven workflows without unsustainable operating expense. $0.47 average estimated model cost with the optimized GPT-6.1 Sol workflow Codex · Command · GPT-6 Astra OA OpenAI Sample Oct 9, 2026 Sophos Sophos needed to investigate and respond to a growing volume of cyber threats faster, while scaling its expertise across every protected customer without matching growth in scarce analyst headcount. 52% of MDR cases resolved end-to-end by AI OpenAI Daybreak · OpenAI models · Sophos Fusion OR Oracle Sample Baylor University Baylor University was operating 17–18 disparate finance, HR, and planning systems with manual processes—new-hire onboarding required up to 26 separate steps and payroll was run 11 times per pay cycle. The university… $37M online education revenue supported Oracle Cloud Infrastructure · Oracle Fusion Cloud EPM · Oracle Fusion Cloud ERP OR Oracle Sample Nomura Research Institute (NRI) Nomura Research Institute, a leading Japanese systems-integration and consulting firm, needed a way for its consultants and developers to build internal and customer-facing data applications quickly without long,… 11+ applications built on Oracle APEX OCI Kubernetes Engine · Oracle APEX · Oracle Database OR Oracle Sample Uniti Group Uniti's customer-care team was answering more than 10,000 monthly billing-related inquiries by manually correlating data across multiple billing, CRM, and operations systems—a high-cost, latency-prone workflow that… 10,000+ monthly billing-related customer inquiries handled OCI Generative AI · Oracle AI Vector Search · Oracle Autonomous AI Database
Week of May 11 – May 17, 2026
55 use cases MS Microsoft Sample Jan 13, 2026 Hertz Hertz needed to modernize hundreds of legacy processes—employee shift planning, roadside-assistance lookups across vehicle manuals on SharePoint, and payroll updates—to improve responsiveness for 26,000+ employees… 11,000+ rental locations in 160 countries Dataverse · Microsoft Copilot Studio · Microsoft Power Platform MS Microsoft Sample Nov 18, 2025 AT&T AT&T's employees were spending too much time investigating across many search links to find answers, developers were debugging code line by line, and data flowed faster than humans could keep up. Leadership needed proof… 100,000+ employees actively using agents Azure AI Foundry · Azure AI Search · Azure API Management MS Microsoft Sample Nov 18, 2025 Ford Motor Company Ford's nearly 170,000 employees worked across multiple fragmented collaboration platforms—developers in one tool, business teams in another, meetings in a third—creating communication silos, slowing productivity, and… Nearly 170,000 employees unified on Microsoft Teams Microsoft 365 · Microsoft Teams · Microsoft Teams Premium MS Microsoft Sample Nov 18, 2025 Levi Strauss & Co. Levi Strauss & Co.'s push to become a fan-obsessed, direct-to-consumer brand created an influx of data that overwhelmed inconsistent end-user devices—employees experienced crashes when handling 20,000-line reporting… Monthly reporting task involves about 20,000 lines of data Copilot agents · Microsoft 365 Copilot · Microsoft Intune MS Microsoft Sample Sep 25, 2025 St. Luke’s University Health Network St. Luke’s—with 15 campuses, 300 outpatient sites, 23,000+ employees, and 2.5+ petabytes of patient data—needed unified, real-time visibility across a previously disconnected security stack so its SOC could anticipate… 15 campuses and 300 outpatient sites Azure Monitor & Log Analytics · Microsoft Defender · Microsoft Entra MS Microsoft Sample Sep 12, 2025 Bayer Bayer's agronomic advisors and frontline teams were spending hours or days navigating crop-protection labels that can exceed 100 pages, escalating to a small tech team and risking delays and errors when giving precise,… 5–10% productivity gains among early users Azure AI Foundry · Azure AI Foundry Models · Microsoft Cloud for Industry MS Microsoft Sample May 19, 2025 Accenture Accenture's enterprise clients wanted to move past generative AI proofs of concept to production-grade, scalable, compliant applications, but ad hoc development stitched together a dozen tools and could not answer how… 16+ solutions in full production Azure AI Content Safety · Azure AI Foundry · Azure AI Search AC Alibaba Cloud Sample ABS-CBN ABS-CBN, one of the Philippines' leading media and entertainment companies serving 120M+ audience, had a massive LTO tape archive that was hard to access in a timely manner, suffered from LTO generation migration… 120M+ audience served across the Philippines and abroad Lucidlink · OSS Cold Archive · Object Storage Service AC Alibaba Cloud Sample AI Rudder AI Rudder, a 2019-founded Indonesian SaaS company providing Voice AI for B2C communication across banking, fintech, insurance, e-commerce, logistics, and supply chain, needed massive compute for ASR, NLU, NLG, and… 200+ companies worldwide use AI Rudder as of 2022 Application Real-Time Monitoring Service · ApsaraDB RDS · ApsaraDB for HBase AC Alibaba Cloud Sample Alibaba Group (Double 11 Global Shopping Festival) Alibaba Group's 11.11 (Double 11) shopping festival—now in its 13th year—needed a technology backbone capable of handling extreme traffic peaks (2020 saw orders peak at 583,000 transactions per second, 1,457x the first… 1M+ packages delivered by Xiaomanlv robot at 200+ campuses Apsara Computational Engine · Elastic Compute Service · Hanguang 800 AI Inference Chip DB Databricks Sample Amagi Amagi supports 8,000+ streaming channels, 300+ distributors, and 26B annual ad impressions for 45% of the world's top media companies, but its legacy stack (Dataproc for batch, Snowflake for analytics, in-house… 15x faster time to market for new data products Databricks Genie · Databricks SQL · Databricks Serverless Compute DB Databricks Sample BAYADA Home Health Care BAYADA delivers clinical, assistive, and hospice services to tens of thousands of patients weekly, but its legacy landscape of multiple practice management systems, an on-prem ODS, Snowflake, and legacy cubes forced… 3 separate data platforms consolidated into one governed warehouse Databricks Asset Bundles · Databricks Assistant · Databricks Genie DB Databricks Sample Baylor University Enrollment Management Baylor's Enrollment Management division serves 19,000 students and 50,000 annual applications, with a small contact-center team handling 100–300 calls per day about financial aid and student accounts. Dedicated QA could… 100% call review coverage (up from ~5%) Agent Bricks / Mosaic AI · Databricks Genie · Databricks Marketplace AC Alibaba Cloud Sample Cainiao Cainiao, Alibaba's logistics arm, had to fulfill its mission of 24-hour domestic and 72-hour international delivery in the world's most populous country, where the biggest logistics challenge was data cooperation across… 100+ warehouses, 120+ domestic partners Alibaba Cloud IaaS · Cloud Data Platform · Internet of Things DB Databricks Sample Capital One Capital One's credit line increase program relies on intelligent, trusted data to deliver financial empowerment to millions of customers, but growing data volumes and complex pipelines meant the team needed a single,… 60x faster compute performance enabling real-time iteration Databricks APIs · Databricks Autoscaling Clusters · Databricks Photon AC Alibaba Cloud Sample Casio (China) Casio (China), known for its G-SHOCK watch brand, traditionally relied on experience-based marketing using social attributes alone—an approach unable to keep up with rapidly changing customer behavior and trends. The… 1.7 million views during Double 11 Cloud Conference live broadcast AnalyticDB for MySQL · Dataphin OR Oracle Sample Choctaw Nation of Oklahoma The Choctaw Nation—a fully functioning sovereign government and the third-largest federally recognized US tribe with 200,000+ members, 12,000 employees, and operations spanning 22 casinos, 17 travel plazas, 32 medical… 12,000 full-time associates Oracle Cloud ERP · Oracle Cloud HCM · Oracle Consulting AC Alibaba Cloud Sample Chow Tai Fook Jewellery Group Chow Tai Fook (SEHK: 1929)—a 1929-founded jewelry group with 5,000+ physical stores planning to reach 7,000+ stores by 2025—needed strong, scalable IT infrastructure for retail expansion and smart-retail O2O strategy,… 5,000+ existing physical stores Codeup · D-ONE Customization Platform · DataV OR Oracle Sample Conduent Conduent—which processes nearly 13 million roadway tolling transactions every day and billions of customer-service interactions per year for 6 of the 10 largest US toll systems—needed faster transaction performance for… 600+ government and transportation agency customers Microsoft Dynamics 365 · Oracle Database@Azure · Oracle Exadata Database Service
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44 more use cases in 2 earlier weeks
8 illustrative sample profiles are marked “Sample” and excluded from insights.
SampleInsights
Where vendors prove customer value
Aggregated across 60 customer stories. Click any bar to filter the explorer.
Top use-case categories
Stories by vendor
Most-cited products
Business outcomes claimed
Collection cadence
May 11
Oct 5
| Week of | Stories |
|---|---|
| May 11 | 55 |
| Oct 5 | 5 |
Industry × use case coverage
| Industry | Real-time Analytics | System Migration | IT Operations Automation | Data Lake / Data Warehouse Modernization | Security and Compliance | Customer Service Automation | Enterprise Knowledge Search | Application Refactoring | Total |
|---|---|---|---|---|---|---|---|---|---|
| Software / SaaS | 5 | 1 | 4 | 1 | 6 | 2 | 4 | 2 | 25 |
| Retail | 2 | 3 | 3 | 1 | 1 | 4 | 2 | 2 | 18 |
| Media and Entertainment | 4 | 3 | 1 | 2 | 1 | 2 | 1 | 14 | |
| Financial Services | 5 | 2 | 3 | 2 | 1 | 13 | |||
| Consumer Goods | 4 | 2 | 1 | 1 | 2 | 10 | |||
| Education | 1 | 1 | 1 | 1 | 1 | 1 | 6 | ||
| Energy | 1 | 1 | 2 | 1 | 1 | 6 | |||
| Manufacturing | 2 | 1 | 3 | 6 | |||||
| Telecommunications | 1 | 1 | 1 | 2 | 1 | 6 | |||
| Automotive | 1 | 2 | 1 | 1 | 5 | ||||
| Public Sector | 1 | 2 | 1 | 1 | 5 | ||||
| Healthcare | 1 | 1 | 1 | 1 | 4 | ||||
| Logistics | 1 | 1 | 1 | 3 |
Methodology
From customer story to comparable insight
The library refreshes every day. Each new story is turned into a structured profile, so you can see what was built, with which products, and what it delivered.
- 01
Track
New customer stories are picked up from leading cloud and AI vendors every day, newest first.
- 02
Read
Each story is read end to end — architecture details, measurable results and customer quotes included.
- 03
Structure
Every story becomes a consistent profile: business problem, solution architecture, products, outcomes and evidence.
- 04
Compare
Profiles are scored for maturity and grouped by week, so you can compare deployments across vendors and industries.
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