Invoice

In this blog post, you will learn how to build a serverless solution for invoice processing using Amazon Textract, AWS Lambda, and the Go programming language. Invoices and expense receipt images uploaded to Amazon S3 will trigger a Lambda function which will extract invoice metadata (ID, date, amount, etc.) using the AWS Go SDK and persist it to an Amazon DynamoDB table. You will also use Go bindings for AWS CDK to implement "Infrastructure-as-code" for the entire solution and deploy it with the AWS Cloud Development Kit…

Getty Images/iStockphotoA cyber extortion gang is using phishing emails, social engineering and network of phony call centers to scam victims out of hundreds of thousands of dollars by tricking them into allowing remote access to their PC, then stealing data threatening to leak it if a ransom isn't paid. According to analysis of the 'callback phishing' attacks by cybersecurity researchers at Palo Alto Networks Unit 42, the social engineering campaign is worryingly successful – which is leading to a growth in the…

And comparing its performance to layoutLMImage by Vladdeep from EnvantoIntelligent document processing (IDP) is the ability to automatically understand the content and structure of documents. This is a critical capability for any organization that needs to process a large number of documents, such as for customer service, claims processing, or compliance. However, IDP is not a trivial task. Even for the most common document types, such as invoices or resumes, the variety of formats and layouts that exist can make it very…

Photo by Azamat E on UnsplashSupplier invoice fraud is a significant issue in business. Every year millions are lost to incorrect or invalid invoices being submitted by suppliers. The machine learning based approach outlined here is able to identify up to 97% of these invoices before they become due for payment.The example used here is based on a private, anonymised database of ~90k invoices over a five year period from a services company that, in-turn, purchased both services and goods for resale. The company has given…

And comparing its performance to LayoutLMv2Image by Sabine van Erp from PixabayDocument understanding is the first and most important step in document processing and extraction. It is the process of extracting information from an unstructured or semi-structured document to transform it into a structured form. This structured representation can then be used to support various downstream tasks such as information retrieval, summarization, classification, and so on. There are many different approaches to document…