Vessel Management Agent

For an offshore energy company

RAG & Document Intelligence Back to work

01The problem

High-volume vessel documents spread across multiple SharePoint sites. No metadata extraction. No fast search. Stakeholders wasting hours finding the right document.

02What we built

Full RAG pipeline: automated ingestion from SharePoint to Azure, metadata extraction via Document Intelligence, hybrid search (text + vector), and a natural language chatbot for instant document retrieval.

Tech stack

  • Azure OpenAI (GPT-4 Turbo)
  • Azure Cognitive Search
  • LangChain
  • Document Intelligence
  • FastAPI

03At a glance

RAG
retrieval-augmented generation
Hybrid
text + vector search
Auto
metadata extraction
NL
natural language queries

Need something similar?

We build enterprise RAG systems, document intelligence pipelines, and AI-powered search. If your team is drowning in documents, we can help surface what matters.

Work with us Back to work