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Document workflow demo

LedgerLens

An invoice extraction interface that turns a document into structured fields for review and export.

LedgerLens — actual project screen
Actual project screen

Your first visit

Open the project to explore its public demo. The notes below explain the current scope and what to look for.

My contributionWorkflow design, review interface; AI-assisted development
The visible proofPublic upload, field-review, and export interface.

01 / The idea

Paperwork, made reviewable.

Data extracted from an invoice still needs context and review before it belongs in an accounting workflow.

02 / The approach

The choices behind it.

Keep the original document near the extracted fields, surface uncertainty, and make correction part of the main flow.

  1. Choose a document
  2. Extract the fields
  3. Review the result
  4. Export the data

03 / Where it stands

What works today.

Public document workflow demonstration.

Use sample documents. Provider-backed extraction availability and accounting-system integration are not guaranteed by this portfolio preview.

Another side of the work

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Walter Newsroom V1 — actual project screen