DRT Loom is an open-source framework that generates reproducible synthetic industrial enterprises from one seed. Select domains such as ERP, PLM, MES, CAD, and documents, then create thousands of connected records, a knowledge graph, benchmark questions, and verified gold answers. Unlike isolated datasets, every artifact comes from one coherent enterprise model, so teams can build and evaluate cross-domain agents without exposing customer data or IP.
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Maker
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Hi Product Hunt community!
I built DRT Loom around a challenge I repeatedly encountered in Industrial AI: agents are expected to reason across ERP, PLM, MES, CAD, and documents, but realistic connected data is usually proprietary and cannot be shared.
Most synthetic datasets represent only one system. DRT Loom instead generates a coherent synthetic industrial enterprise from one deterministic seed. The records, documents, relationships, knowledge graph, benchmark questions, and verified gold answers all originate from the same enterprise model.
This gives teams a reproducible environment for building and evaluating cross-domain agents without exposing customer data or intellectual property.
The framework is open source and extensible, so contributors can add new domains, schemas, and reasoning scenarios. I would be very interested to hear what domains or industrial use cases you would add next.