Construction startup OneStruction developed Ishigaki-IDS, a foundation model specialized for Building Information Modeling workflows. Built with AWS GenAIIC advisory, the model addresses data scarcity in the construction sector. It digitizes physical and functional building characteristics. This domain-specific approach allows practitioners to automate complex BIM tasks without relying on generic, non-specialized LLMs.