In this tutorial, we'll show you how to integrate Eden AI's Invoice parser API into your database to help streamline your financial operations and free up time for more important tasks.
Whether you're a developer or a non-technical user, this guide is designed to help you automate your process with the power of AI. The same process applies if you want to include other features like : Image tagging, Explicit content detection, Text analysis and many more AI APIs we offer.
Build AI on Airtable with Eden AI
Eden AI was created for no-coders having difficulties with choosing the right AI provider and/or integrating several APIs. Managing multiple accounts can be a tough job, but with Eden AI, you can connect and manage all your APIs on a single account.
Since some AI providers can be complex to use, we wanted to simplify the “no code” part and make AI available to as many people as possible.
Eden AI allows you to solve multiple AI tasks on Airtable :
- Computer vision : detect faces, objects, logos, explicit content, etc.
- Text analysis : sentiment analysis, keyword extraction, summarization, etc.
- Machine Translation
- Speech recognition & Speech generation
Let's process your invoices!
Just like Receipt and Resume Parsing, Invoice Parsing is a tool powered by OCR to extract and digitalize meaningful data, Computer Vision to identify structure of the document, and NLP techniques to pin down the fields.
Invoice parser technology extracts key information from an invoice (.pdf, .png or .jpg format) such as the invoice ID, total amount due, invoice date, customer name, etc.
Invoice Processing implies the necessity of software and technology to automate the processing and management of invoices. It includes tasks such as capturing invoice data, validating it in comparison to purchase orders, and routing it for approval, payment and archiving.
The goal of AI in invoice processing is to improve efficiency, accuracy, and speed in handling invoices without any human intervention.
How to bring invoice parsing to Airtable with Make?
We already have ready-to-use workflows in Make for a straightforward configuration. You can get those workflows on our Make integration page.
Here is the workflow you’ll need to start parsing your invoices with Make :
If you receive an email with an invoice, Eden AI will extract the invoice information and automatically add it on Airtable.
1. Gmail - Watch emails & Iterate attachments
First, you have to set up the Watch Emails module to indicate which emails you are interested in.
The Iterate Attachments module allows you to parse all the attachments in one email:
2. Eden AI - Extract information from invoices
Once you've made sure to fetch any invoices you might receive, you can connect your Eden AI account by simply entering your API key, which can be found on the Eden AI platform:
Then, you have to choose the language of the invoice and the AI model from which you will retrieve information:
3. Airtable - Create a record
Here is the moment to log in to your Airtable account. If you struggle to do so, check the online Help.
The Airtable module to use is “Create a Record”. Then, choose the data from Eden AI to edit your record:
Note that if you want to extract the taxes you will need the Iterator module :
This module allows you to access elements from a collection as shown below:
Back in your Airtable module, you can retrieve the data with the field "value" from the iterator:
Run once to check that everything works perfectly. Then, your data will be written in your table as such:
Congrats 🥳 You're all set and ready to automate your invoice processing!
If you're interested in more low-code tools, have a look at our step-by-step tutorials on how to bring AI to your application with Bubble, Power Apps, Google App Script, Retool, IFTTT, and n8n.
Top comments (0)