Mini case

LedgerLens

Invoice extraction demo

LedgerLens demo screen
Interface proof. Live demo screen showing document extraction as a review surface with accounting-ready structure.
Document inInvoices and receipts become extractable inputs.Review middleFields stay visible before anything is trusted.Export shapeData is prepared for accounting handoff.

The problem

Receipts, invoices, PDFs, and photos turn into slow manual entry and messy accounting handoff.

The build

An upload and extraction demo that turns documents into reviewable fields before export.

What it proves

Threshold can make AI paperwork useful by keeping review visible before export.