My Use Cases for AI
Use Cases and AI Strategy
Section titled “Use Cases and AI Strategy”Source: AI strategy - Cloud Adoption Framework | Microsoft Learn
How to identify AI use cases:
- Automation opportunities: find repetitive tasks, data heavy operations, tasks with high error rates
- Ask users how they could be more satisfied
- Assess organization and industry with survey to find challenges and inefficiencies
- Set AI performance targets
Common Use Cases
Section titled “Common Use Cases”Industry Enterprise use cases from Microsoft
Section titled “Industry Enterprise use cases from Microsoft”- Taiwan hospital deploys AI copilots to lighten workloads for doctors,
nurses and
pharmacists
- Data analysis and summaries across many data sources (health records, drug interactions insurance, risk reports, family background, social work reports)
- Report writing (patient care interactions, shift management)
- Personalized instructions for patients
- Tech: Azure OpenAI (GPT model), generative AI, Power BI
- To keep fish and shrimp healthy, farmers in Indonesia now have a copilot to help
- India’s Myntra innovates with generative AI to help shoppers put the right look together
- At The University of Hong Kong, a full embrace of generative AI shakes up academia
- GovTech’s LaunchPad ignites AI innovation across Singapore’s Public Sector
- Amid health-care crunch, AI applications add flexibility and provide
more time for
patients
- Health care person scheduling system that takes into account nurse availability, coverage, and specific changes
- System could reduce time spent on scheduling and make it easier to make scheduling requests and approvals
Personal use cases, Assistant
Section titled “Personal use cases, Assistant”From azure-openai-samples/quickstart at main · Azure/azure-openai-samples · GitHub
- Summarize, classify, process text
- Discussion (chat)
- Analysis
- Knowledge Management
- Document retrieval and citing
- Business intelligence & analytics
- Summarizing data
- Legal and compliance
- Writing
- Programming
- Text
- Review and editing
- Report writing
- Integration of processes
- Image, Video, Media analysis
- Content creation
- Accessibility
- Classification
- Business service
- Personalized service
- Data processing
- Calculations
- Financial, cost management
- Training
- Education
- Business support: administration, marketing, communications
- Digital business, commerce
- Security and privacy
- Legal compliance
Personal Use Cases
Section titled “Personal Use Cases”- Check my calendar for next couple free afternoon, evenings and save them
- Open browser to site, open app and perform actions
- Reply with a quick email
- Check messages on platforms
Software Development
Section titled “Software Development”- Support scripting and occasional non-advanced programming:
- E.g. to craft/analyze Kubernetes manifests to host apps on AKS, DevOps pipelines, transcode docker-compose to Kubernetes resources
- Cross language software development
- Completion/comments for code, configuration files, documentation, and data sets
- Common patterns, API, and code option exploration
- Code creation from prompts and changes (ex. test cases, upgrades, version changes), translation