The journal

Inside the work.

Company news and practical notes on information, logistics and the systems that connect them.

How We Built a Weekly RAG Update Cycle from Chats, Spreadsheets and Invoices

A practical look at how NF ELIT collects scattered client, logistics and accounting data, checks it, and updates a searchable RAG knowledge base once a week.

NF ELIT Establishes Dedicated AI & Automation Unit to Streamline Logistics and Warehouse Operations

NF ELIT LLC has established a dedicated AI and automation unit, led by Denis Ostapenko, to optimize planning of logistics and financial flows and modernize warehouse operations.