Kubova.

AI & automation

Planning container loads from AI assistants and code: what AI-first load planning means, the REST API, MCP tools, and where a human still has to review.

Isometric illustration of an optimization engine arranging shipping cartons inside a container, with a human reviewer checkmark beside it, conveying AI-first planning with human oversight
AI & automation

The Benefits of AI-First Technology (and What It Actually Means)

AI-first means an engine does the core work and a person reviews it. The benefits for load planning: speed, accuracy, consolidation and automation, plus the limits.

12 min read
Isometric illustration of an AI assistant arranging colorful cargo boxes into a cutaway shipping container
AI & automation

Plan a Container Load from ChatGPT or Claude: Load Planning for AI Agents

An AI assistant can plan a real container load if it can call a packing tool. How ChatGPT or Claude hands cargo to an engine via MCP or API, and what comes back.

13 min read