Make.com + DumplingAI
Extract structured data from documents in Make.com scenarios
Trigger DumplingAI’s Document Extraction endpoint to pull entities, totals, and fields from PDFs, contracts, and invoices—perfect for automating back-office workflows.
- Setup time
- ≈12 minutes
- Supported formats
- PDF, DOCX, images
- Output
- Structured JSON fields
Why Make.com teams add DumplingAI
Data built for Make.com workflows
Automate intake for invoices, contracts, and forms with no-code logic inside your scenarios.
Use Make’s AI, Data Store, and text tools to validate, summarise, or route extracted data based on confidence scores.
Push structured results into tools like Notion, Airtable, Google Sheets, or Slack to update records instantly.
Integration overview
How the Make.com + DumplingAI workflow fits together
Use the DumplingAI module to submit the document to DumplingAI and map the extracted fields into your scenarios.
Integration steps
- 1
Add the DumplingAI module
Drop the DumplingAI module from the Make app directory after your trigger so you can reuse a single authenticated connection.
- 2
Configure the DumplingAI request
Authenticate the module with your DumplingAI API key and fill out the module fields—no manual headers or raw JSON needed. Provide either a file URL or base64 file data, plus optional instructions that highlight key fields you need.
- 3
Route the extracted data
Map the structured response into Data Stores, routers, or other app modules to keep the automation flowing. Map labelled fields into finance tools, CRMs, or notification steps right away.
Workflow ideas
Automations powered by Document Extraction data
Mix DumplingAI with Make.com’s native actions to uncover new growth, enablement, and operations workflows.
Invoice processing
Pull totals, due dates, and vendor details from incoming invoices and sync them automatically into tools like Notion, Airtable, Google Sheets, or Slack.
Compliance document review
Extract key clauses from contracts, summarise with Make’s AI, Data Store, and text tools, and alert legal teams when approvals are required.
Customer onboarding packs
Parse onboarding documents, capture the important metadata, and create records in your onboarding systems without manual entry.
Technical checklist
Best practices before you deploy
Authentication
Store the DumplingAI API key in the Make app connection so every module call stays secure without exposing secrets.
Request payload
Provide a reachable document URL or base64-encoded file plus optional field-hint instructions.
Scaling & retries
Use Make’s error handlers or automatic retries to gracefully handle 429 and 500 responses. When you process large lists, add a queue router or delay module to control concurrency.
Resources
Get everything you need to connect Make.com
Start with DumplingAI’s API docs, then dive into Make.com resources to wire up reliable, secure automations.
DumplingAI Document Extraction endpoint guide
Supported formats, field hinting, and sample JSON outputs.
Open resource →DumplingAI Make modules overview
Install the DumplingAI Make app and explore each native module.
Open resource →FAQ
Answers before you connect Make.com to DumplingAI
How do I store the DumplingAI API key in Make.com?
Store the DumplingAI API key in the Make app connection so every module call stays secure without exposing secrets.
Can I process multiple documents in one scenario?
When you process large lists, add a queue router or delay module to control concurrency. Queue documents with routers or batching features to control throughput.
Does DumplingAI handle scanned PDFs?
Yes—scanned PDFs are OCR’d automatically before extraction. You can inspect confidence scores in the response to decide whether manual review is needed.
Ready to launch Make.com + DumplingAI workflows?
Create your DumplingAI account, generate an API key, and connect the Document Extraction endpoint to Make.com in minutes. Our team can help you scope automations if you need an extra hand.