Invoice and financial statement extraction

Pull invoices out of financial PDFs and attach them to maintenance cards.

What it is

Pleno can pull the invoices inside a statement PDF into structured rows you can review and attach to cards. Uploading a PDF to the Financial category starts extraction automatically; for any other PDF you start it yourself from the document row menu.

What you can do

  • Upload a financial statement
  • Run or continue Extract invoices from the row menu of any PDF
  • Review and edit extracted rows in the review sheet
  • Search extracts and attach them to maintenance cards
  • Detach extracts when they no longer belong

Who can do it

Council admins only — running extraction, searching extracts, attaching them to cards, and detaching them all require admin permission. There is no monthly extraction quota, AI budget, or plan tier requirement: the checks are admin permission, the document being a PDF, and your account not being read-only for billing reasons.

Limits and things to know

  • Extraction quality depends on the PDF; always review before relying on amounts.
  • Extraction is not metered on Settings → Usage.
  • This is separate from the Pro document import API, which can propose cards/reports from text and is not a full in-app importer yet.