Introduction

An AI system includes not only the technology, but also the people who will use it, the people who will be affected by it, and the environment in which it is deployed. Creating a system that is fit for its intended purpose requires an understanding of how the technology works, its capabilities and limitations, and how to achieve the best performance.

Invoice Parse provides transparency notes to help you understand how our AI technology works. This includes the choices system owners can make that influence system performance and behavior, and the importance of thinking about the whole system, including the technology, the people, and the environment. You can use transparency notes when developing or deploying your own system, or share them with the people who will use or be affected by your system.

Transparency notes are part of a broader effort at Invoice Parse to put our AI principles into practice.

As Invoice Parse a software AI partner of Microsoft Corp. you can find more about AI at Microsoft's AI principles .

The basics of Document Intelligence

Introduction

Document Intelligence is accessed via a set of APIs and allows user to easily extract text, structure, and fields from their documents.

It is composed of features like:

  • Read for text extraction.
  • Layout and General Documents for structural insights and general ke-values and entities such as names, places, and things.
  • Prebuilt model for specific document types like invoices, receipts.
  • Custom models for building models specific to your document types.

Document Intelligence supports one or more languages and locales for each of the features, as listed in the Supported languages article.

Capabilities

System behavior

Invoice Parse AI Document Intelligence is a cloud-based requesting services to cloud Azure AI that's built by using optical character recognition (OCR), Text Analytics, and Custom Text from Azure AI services. OCR is used to extract typeface and handwritten text documents.

Document Intelligence uses OCR to detect and extract information from forms and documents supported by AI to provide more structure and information to the text extraction.