How ONESTRUCTION built the Ishigaki-IDS foundation model with AWS GenAIIC
Leveraging synthetic data and AWS infrastructure to solve the construction industry's domain-specific AI gap.
ONESTRUCTION, with technical advisory from the AWS Generative AI Innovation Center, built Ishigaki-IDS, a foundation model specialized for construction and BIM workflows. This architectural case study shows how they combined synthetic data, a three-stage training pipeline, and ve...
AWS Machine Learning Blog
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The development of Ishigaki-IDS demonstrates that specialized domain models can overcome data scarcity through synthetic generation and rigorous multi-stage training pipelines. This approach establishes a blueprint for vertical-specific AI integration where traditional datasets are historically fragmented or insufficient.
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