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MARINE GPTMARITIME / LOGISTICS

Maritime Intelligence Platform with RAG-Based LLM

50K+
DOCUMENTS INDEXED
TIMELINE
10 weeks
TEAM
4 engineers
Maritime Intelligence Platform with RAG-Based LLM hero

THE CHALLENGE

The maritime industry relies on vast regulatory documentation, vessel specifications, and operational manuals spread across thousands of PDFs and legacy systems. Crews and operators needed instant, accurate answers from this corpus — but generic LLMs hallucinated on domain-specific maritime terminology and couldn't handle the scale of documentation.

OUR SOLUTION

We built a RAG-based LLM platform that ingests, chunks, and embeds 50K+ maritime documents into a vector store. A custom retrieval pipeline with domain-aware reranking ensures answers are grounded in source documents. The fine-tuned model understands maritime terminology, regulatory frameworks, and vessel-specific contexts with 96.2% accuracy.

MEDIA

MarineGPT platform demo

RESULTS

50K+
Maritime documents indexed and searchable
96.2%
Answer accuracy on domain-specific queries
< 2s
Average query-to-answer response time
40%
Reduction in compliance research time

TECHNOLOGIES

Custom LLMRAG PipelineVector DBSentence TransformersFastAPIPostgreSQLDockerAWS

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