Enterprise AI in 2025?

Presented at Enterprise AI Agents Week in SF

Transcript

1. Enterprise AI in 2025 Pamela Fox Python Cloud Advocate @ Microsoft github.com/pamelafox www.linkedin.com/in/pamela-s-fox/
2. Enterprise AI in 2024 RAG Summarization Analysis Copywriting Code assistance Classification Review Translation Entity extraction
3. Demo: RAG on enterprise documentation Azure AI Search + GPT realtime github.com/Azure-Samples/azure-search-openai-demo/ github.com/Azure-Samples/aisearch-openai-rag-audio Azure AI Search + Azure OpenAI + Azure Document Intelligence
4. Enterprise AI in 2025 RAG Summarization Analysis Copywriting Code assistance Classification Review Translation Entity extraction Agents Planning Using tools Reflection Multi- All of that, plus... Autonomous Observable Discoverable Composable
5. Model Context Protocol MCP Server A MCP Host MCP MCP Tools Prompts Resources MCP Server B Tools Prompts Resources https://modelcontextprotocol.io/ MCP Client A MCP Client B
6. MCP: Extensibility for Popular AI Assistants MCP Server A MCP Host Claude, GitHub Copilot, ... MCP MCP Tools Prompts Resources MCP Server B Tools Prompts Resources MCP Client A MCP Client B Your local computer Remote data
7. Demo: Enterprise RAG MCP for AI Assistants Tools can search... ...but they can also upload!
8. MCP: Architecture for Enterprise AI Apps? MCP Server A Azure Function A MCP Host Azure Container Apps MCP MCP Tools Prompts Resources MCP Server B Azure Function B Tools Prompts Resources MCP Client A MCP Client B Virtual network Azure Search
9. Building Enterprise AI apps on Azure Azure AI Foundry Azure AI Vision Azure AI Speech Azure AI Translator Azure AI Language Azure AI Search Azure AI Document Intelligence Azure AI Content Safety Azure Machine Learning Azure OpenAI Service Azure AI Content Understanding Agent AI Agent Service