Trunk Tools' stack cut document review from 60 days to 10 by ditching general-purpose models

Summary

Most verticals aren’t clean, well-oiled SaaS databases; the reality is ugly documents, proprietary schemas, implicit workflows, and long‑running tasks that most general-purpose models struggle with. This prompted construction project management company Trunk Tools to build a specialized, three-layer architecture — perception, semantics, agents — based on highly-detailed data to support high-accuracy, highly-relevant industry automation.Their purpose-built stack has shrunk review cycles from mont

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