This a software platform that specializes in domain-specific AI for architecture, engineering, and construction (AEC) firms, while also providing open-source machine learning infrastructure like text embedding models and local AI tools. Key elements are: Built World: Connects to document stores to automate code compliance, drawing reviews, and submittal tracking. Nomic Embed: High-performance, open-weights text embedding models for search and clustering. Atlas & Data Tools: Scalable visual mapping software used to inspect, debug, and understand unstructured datasets. GPT4All: An ecosystem enabling large language models to run locally on everyday hardware.