kapynAI / Models

How ONESTRUCTION built the Ishigaki-IDS foundation model with AWS GenAIIC

Ishigaki-IDS is a domain-specific foundation model built for construction and BIM workflows. ONESTRUCTION partnered with the AWS Generative AI Innovation Center to train the model using synthetic data generation, a three-stage pipeline, and verifiable rewards on Amazon EC2. This architectural case study demonstrates how developers can overcome data scarcity in specialized industrial verticals to build custom foundation models.

AWS ML Blog·Aug 11, 2026

Opening Kapyn…