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🧾 Invoice Field Extraction With a Named Model with AI

An emailed invoice is read into text, a named model pulls the fields into one fixed shape, and an agent that knows your vendors checks the result before the record is written.

  • Event-triggered
  • 100+ integrations
  • Branching logic
  • Schedule + monitor
UNIT · TASKADE.FLOW5 STEPS

How this flow runs

When

New Email Attachment

Gmail

Then 1

Turn a file into text

Media

Then 2

Extract Structured Data

OpenAI

Then 3

Agent

Billing Desk

Ask an agent · Taskade AI

Knows
your vendor list, PO formats and approval limits
Remembers
every invoice it has already filed

Then 4

Create Record

Airtable

This agent carries its knowledge and memory between runs, and can call your other automations as its own tools. How custom agents work

Build this flow with AI

Opens the builder with these steps already described. Free to start, no card.

Quick answer

Extract invoice fields from a photo or PDF by scanning to searchable text, then filing vendor, number, dates, line items, and totals. Adobe documents scan and OCR to PDF. Taskade reads an emailed attachment, extracts a fixed shape, lets Billing Desk check it, and writes an Airtable row.

  • Get the same fields out of every invoice, whatever the layout
  • Name the model that does the extraction, so the choice is visible in the flow
  • Let an agent that has seen your vendor list catch what a single read misses

Method 1 — Scan and OCR in Adobe Acrobat

Photograph or scan the invoice on a plain background, then use Acrobat's scan documents to PDF path to make the file searchable. Copy vendor, invoice number, dates, line items, and totals into your sheet by hand if you only have one file. Native OCR does not post to bookkeeping.

Extract invoice fields in Taskade

Step 1: Photograph or upload one invoice, then email the file

Send the PDF or photo to the inbox this flow watches. The trigger is Gmail New Email Attachment, not a live camera. A convert sibling lives at invoice to data if you want a one-off upload instead of email.

Step 2: Extract vendor, invoice number, dates, line items, and totals

Media converts the file to text. A named model then extracts structured data into one fixed shape. Do not expect a published accuracy percentage or lossless OCR.

Step 3: Check the totals against the image before you file the row

The Billing Desk agent knows your vendor list and checks the extract. Then Airtable creates the record. The flow does not write to Google Sheets and does not post to your accounting system.

Watch the run in automations execution. File later rows in the invoice tracker or the invoice tracking dashboard. Build the flow if you need a different table.

How do I extract invoice fields from a photo?

Scan or photograph the invoice, make the file searchable, then email the attachment. This automation converts the file, extracts vendor, number, dates, line items, and totals, and asks the Billing Desk agent to check the row before Airtable stores it.

Does extracted invoice data post to my accounting system by itself?

No. The tested path writes an Airtable record after the agent check. You still post or export to bookkeeping. Stripe-hosted invoices are a different job from photo OCR.