Microsoft Azure AI
- Tech Blogs: https://citizendev.ai/blog/
- Demo Videos: https://citizendev.ai/demo-videos/
- Solution Packages: https://github.com/aicitizendev?tab=repositories
- Prototype / Architecture: https://citizendev.ai/
Microsoft AI Studio provides you the platform to build resilient, secure, AI based models, solutions. By leveraging Azure data services, security services, infrastructure and Machine Learning models, enterprise can quickly deploy AI solutions at scale.
Below are some of the key business use cases and platform benefits.
- Use a single AI platform to build, evaluate, and deploy generative AI solutions and custom copilots.
- Build cutting-edge, market-ready applications for your organization with the help of AI.
- RAG: Deliver highly accurate responses with advanced retrieval-augmented generation (RAG) technology.
- Gain a unique advantage by building, fine-tuning, and training custom AI models grounded on your own data.
In deploying Azure AI solutions, the most commonly used solution stack are
- Artificial Intelligence Studio
- Azure Search
- Azure Machine Language
- Azure Open AI Service
- Azure Data Services / Fabric
- RAG, Prompts, AI Builder – Azure Prompt Flow
- For Citizen Developers: AI Builder and Copilot Studio
- Azure AI Content Safety: Key vault, encryption, policies and governance
Ref: https://azure.microsoft.com/en-us/solutions/ai
Simplify generative AI Development:
Design tailored conversations for predictable scenarios that require specific responses, like compliance or regulatory topics.
Navigate the intricacies of your processes with ease by using a copilot to automate complex business tasks such as submitting expenses, onboarding employees, and updating benefits.
Select, edit, and refine data using over 1,000 prebuilt connectors as plugins, connecting business applications such as SAP and Workday with your copilot.
Build and publish custom plugins, GPTs, and prompts, and surface your business data where you need it.
Sample AI Scope and Solution Use Case:
Azure Open AI Considerations:
Microsoft Fabric / Data Store & Azure AI:
Snapshot of key Azure AI Services:
References:
- AI Studio: https://azure.microsoft.com/en-us/products/ai-studio
- AI Services:
https://azure.microsoft.com/en-us/products/ai-services - Azure Open AI: https://azure.microsoft.com/en-us/products/ai-services/openai-service
- AI Search: https://azure.microsoft.com/en-us/products/ai-services/ai-search/
- AI Doc Intelligence:
https://azure.microsoft.com/en-us/products/ai-services/ai-document-intelligence/ - AI Language: https://azure.microsoft.com/en-us/products/ai-services/ai-language