Trunk Tools, a construction project management company, has developed a specialized three-layer architecture to support high-accuracy industry automation. The stack, which includes perception, semantics, and agents, has reduced review cycles from 60 days to 10. This is a significant improvement, as general-purpose models often struggle with industry-specific data.
The company's approach could serve as a blueprint for other industries looking to transform data chaos into agent-ready workflows. Trunk's system breaks down workflows into perception, semantic, and agent layers, allowing for more accurate and efficient data processing.
The system has already shown promising results, with customers reporting significant time savings and cost reductions. For example, Trunk's submittal agent has reduced submittal cycles from 50 to 60 days to 10, resulting in massive schedule and financial implications.
