Mono by KUSA Projects
3 Posts

Code & Systems

3 Posts

Latest posts(3)

Architecting an AI Knowledge Agent for Maritime Regulatory Compliance
Architecting an AI Knowledge Agent for Maritime Regulatory Compliance

Moving from concept to code, this study details a hybrid RAG system built on GCP and Rust. By merging vector search with temporal knowledge graphs, we’ve created an auditable AI tool that navigates complex IMO regulations with precision and safety.

by Ismail Aksoy Mar 20, 2026
Software Integration Hell in the Maritime Industry
Software Integration Hell in the Maritime Industry

"Integration hell" in maritime: disparate software creates bottlenecks and financial strain. But this isn't insurmountable. Modern APIs, collaborative standards, and modernization pave the way for seamless digital interoperability and a new era of efficiency

by Ismail Aksoy May 20, 2025
AI Knowledge Agents in Maritime Operations
AI Knowledge Agents in Maritime Operations

TLDR The maritime industry is going through a significant digital shift, leading to a large amount of operational, logistical, and regulatory data. This increase in data often exceeds our ability to analyze it in real-time, creating challenges for safety and efficiency. Knowledge agents are a type of Artificial Intelligence (AI)

by Ismail Aksoy Apr 14, 2025

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