The PDF-to-structured-data piece is actually the killer feature here. Getting quotes from contractors is already painful... half of them come as scanned PDFs with zero consistent structure.
If you can reliably extract line items, scope, and vendor info from those and link them to a project, that's where you'd actually save real time.
The TUI is nice but that pipeline is what I'd use this for.