This workflow automates the high-labor bottleneck of manually assembling proposals, executive summaries, and Bills of Quantities from fragmented cost data. It eliminates repetitive formatting, narrative drafting, and compliance cross-checking, delivering operational savings by freeing senior estimators for higher-value strategic work. The architecture ingests structured estimate outputs from systems like Sage Estimating or WinEst, alongside project specifications and RFP documents, to trigger a multi-stage document generation process.




