AUTOMATION & AI

RAG & Azure OpenAI

Retrieval-augmented generation over your enterprise data — with Azure AI Search and semantic chunking that actually works.

Azure OpenAIAzure AI SearchLangChainMicrosoft Fabric

What this service is

RAG that works in a demo rarely survives enterprise data. The hard work is in the chunking, the retrieval and the grounding — not the prompt.

Each engagement follows a clear, repeatable shape.

Inventory the knowledge sources and the access controls that govern them.

Engineer the chunking and embedding strategy for your actual content shape.

Build the retrieval layer with Azure AI Search, ranking and re-ranking.

Wire RAG into the application with grounding, citations and feedback loops.

The tangible outputs you'll have at the end.

Other services in automation & ai.

Process × Intelligence

Start with a conversation. We'll work through what you need and come back with a plan.