Maritime Rule Monitoring System

For a maritime simulation company

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01The problem

Maritime simulation training relies on complex navigational and safety protocols. Traditional systems need constant connectivity and lack real-time responsiveness. Manual rule monitoring is slow and error-prone.

02What we built

Multi-agent system running entirely offline. Ingests XML rulebooks into a local vector database, validates rules for structure and logic, and raises instant alerts when rules are breached during training sessions.

Tech stack

  • Agnos (multi-agent)
  • Qwen (local LLM)
  • Qdrant
  • FastAPI
  • LangChain
  • SQL Server

03At a glance

250+
rules monitored
6
rule categories
4
specialized agents
0
cloud dependencies

Need something similar?

We build offline-capable AI systems, multi-agent architectures, and real-time monitoring tools. If your problem lives at the intersection of AI and operations, we should talk.

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