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Enterprise AI Assistant

Built a specialist AI assistant across 40,000+ ServiceNow documentation pages and cut per-request cost from about $2.19 to $0.04–$0.06.

Enterprise AI Assistant workflow: Question → Specialist agents → Scoped RAG → Citation review → Cited answer. LangGraph · Claude Agent SDK · Source grounding.

Specialists grounded in enterprise knowledge · Role: Architect & Engineer

Architecture

  • Parallel specialists use LangGraph and a Claude Agent SDK orchestration path.
  • Tool allowlists, concurrency limits, and distributed session locks bound each request.
  • Source retrieval and citation editing support grounded responses.

Results & scale

  • 40,000+ documentation pages indexed
  • Per-request cost reduced from about $2.19 to $0.04–$0.06 with the Agent SDK orchestration path

Technology stack

  • LangGraph
  • Claude Agent SDK
  • Azure AI Foundry
  • Redis
  • MCP

My contribution

Designed and built the specialist orchestration, retrieval, and infrastructure on Open WebUI.

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