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Automatite by GTM S t a c k
AI Workflows

Document Extraction Pipeline

Automate document extraction pipeline end-to-end. Trigger on new pdf in drive folder, deliver fields extracted and pushed to airtable.

Trigger
New PDF in Drive folder
Outcome
Fields extracted and pushed to Airtable
Google DriveOpenAIAirtable

Steps

1
Listen for New PDF in Drive folder
Webhook or polling trigger fires the workflow when new pdf in drive folder.
Feature: Triggers
2
Step 2: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: Data Mapping
3
Step 3: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: AI Steps
4
Step 4: process and transform
Apply transformations, run AI inference, branch on conditions, or call out to other apps to enrich the payload.
Feature: Actions
5
Deliver Fields extracted and pushed to Airtable
Final step delivers the outcome to your downstream apps.
Feature: Error Handling

What this automation does

This workflow takes new pdf in drive folder as its starting signal and runs an end-to-end sequence that produces fields extracted and pushed to airtable without any manual intervention. It is built for Finance Opss who currently handle this work in spreadsheets, in inboxes, or by pinging another team.

Why it matters

Manual handling of document extraction pipeline costs hours per week and introduces errors that surface days later. This automation eliminates the lag between event and action and produces a consistent, auditable record of every run.

Most teams report that the largest payoff is not just the time saved but the consistency. Once the workflow is live, every event is handled the same way every time — no more “I forgot to update the CRM” or “the message slipped past.”

Customizing for your stack

The reference workflow uses Google Drive, OpenAI, Airtable but every step can be swapped for an equivalent in your stack. The trigger, AI step, and downstream actions are all independent — change one without rebuilding the rest.

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