How to Parse Bank Checks using JavaScript

In this detailed guide, we'll walk you through the process of parsing bank checks using JavaScript. Whether you're working on a financial application, automating document handling, or streamlining data management workflows, this tutorial will provide you with the essential techniques to integrate bank check parsing into your JavaScript-based projects.

By the end, you'll be equipped to efficiently extract and process information from bank checks, enabling smoother automation and enhanced accuracy in your applications.

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What is Bank Check Parsing?

Bank check parsing involves using advanced AI and OCR (Optical Character Recognition) technologies to automatically extract key details from checks, such as account numbers, routing information, and check amounts.

By integrating AI-driven parsing tools, businesses can optimize document processing, minimize human errors, and boost the efficiency of financial systems. This process allows for seamless digitization and analysis of check data, resulting in quicker and more accurate processing in banking and financial applications.

Applications of Bank Check Parsing

• Financial Institutions: Banks and credit unions can automate the processing of checks, extracting critical information like account numbers, check amounts, and routing details to speed up deposit and clearance processes.
• Payment Processing: Payment service providers can streamline the verification of checks during transactions, reducing manual data entry and improving the efficiency of check-based payments.
• Document Management: Organizations can digitize checks and integrate parsed data into document management systems, making it easier to search, retrieve, and track financial documents.

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How to Parse Bank Checks?

Set Up Your Eden AI Account

1. Create an Account: If you don't have an Eden AI account yet, simply sign up for a free account using the link provided. Once registered, you can obtain your API key from the API Keys section, along with the free credits offered by Eden AI.

2. Access OCR Technologies: Once logged in, head to the OCR section of the platform to access the available tools.

3. Choose Bank Check Parsing: Click on the Bank Check Parsing feature.

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Live Test Models on Eden AI

Once you’ve obtained your API key, you can test various pre-trained models on the Eden AI platform, including the bank check parsing model, which we will use in this tutorial. The platform provides a simple interface for trying out the models before incorporating them into your code.

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Implementing Bank Check Parsing in JavaScript

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Install JavaScript’s Requests Module: To interact with the Eden AI API in JavaScript, we’ll use Axios, a promise-based HTTP client for the browser and Node.js. To install Axios, run the following command:

npm install axios

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Code Example

Here is the JavaScript code that interacts with Eden AI’s API to parse the bank check:

const axios = require("axios").default;

const options = {
  method: "POST",
  url: "https://api.edenai.run/v2/ocr/bank_check_parsing",
  headers: {
    Authorization: "Bearer ",
  },
  data: {
    providers: "veryfi",
    file_url: "🔗 URL of your image",
  },
};

axios
  .request(options)
  .then((response) => {
    console.log(response.data);
  })
  .catch((error) => {
    console.error(error);
  });

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• Authorization Header: You include the API key in the "authorization" header.
• URL and Payload: In the data object, you specify the providers and the file_url (the image url of the bank check)
• Response Handling: The request returns a response, which we log to the console.

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Interpreting the Results

The parsed data fields such as check number, account number, amount, etc., will be available in the response object. here is an example:

{
  "veryfi": {
    "check_number": "123456",
    "account_number": "9876543210",
    "routing_number": "021000021",
    "amount": "100.50",
    "date": "2025-02-20"
  }
}

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Benefits of using Eden AI's unique API

Integrating Eden AI’s powerful API is simple and efficient. In just a few steps, you can leverage its advanced capabilities to streamline processes and achieve quick, accurate results.

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Pre-trained Models

‍Eden AI offers a powerful, pre-trained bank check parsing model, eliminating the need for custom model training and ensuring accurate data extraction right out-of-the-box.

Multiple Providers

‍Eden AI provides the flexibility to choose from many providers, ensuring optimal results tailored to your needs.

Scalability

‍The API is designed to handle high volumes of requests, making it perfect for both small businesses and large enterprises.

Ease of Integration

‍Eden AI’s API is easy to integrate into JavaScript applications, streamlining the process of adding check parsing capabilities to your projects.

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Next Step in Your Bank Check Parsing Project

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The Eden AI team is ready to assist you with your Bank Check Parsing integration project. Here’s how we can help:

• Scheduling a product demo: We can organize a demo and discussion to better understand your specific needs.
• Expert support and advice: Our team of experts can help you find the best combination of providers tailored to your bank check parsing requirements.
• Third-party platform integration: We can quickly develop connectors to integrate Eden AI into your existing platforms, ensuring a smooth implementation process.