Overview

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SmartDocs AI Studio is a cloud based platform, powered by cutting-edge Machine Learning and AI technology, to seamlessly extract valued business information from a wide range of documents (bank statement, invoice, receipt etc.) based on either pre-trained models or custom models.

Documents to be processed could be of various formats and quality, including digital PDFs, scanned documents, phone-captured images and files with handwritten notes.

SmartDocs AI Studio can be easily integrated into your business process to automate the following tasks:

  • Data extraction
    • AI extracts information/data of interests from the document automatically. You may use either pre-built AI models (Bank Statement / Invoice / Receipt) to extract data directly or train your own AI model to capture data from any type of documents.
  • Document classification
    • MultiClass-Classification: A document will be classified to a particular class/type (e.g. Water Bill / Bank Statement / Receipt etc.) and this document belongs to one classification/type ONLY.
    • MultiLabel-Classification: A document will be classified to two or more classes/types.
  • Privacy Redaction
    • Leverage AI to detect personal /sensitive information from documents and generate clean copies by blacking out or replacing the personal /sensitive information.
  • Object Detection
    • Detect and locate objects of interests in an image automatically by creating a training model. SmartDocs AI Studio also provides a pre-trained Signature Detection model to identify whether a document is signed or not.
  • Object Counting
    • Build your own AI model to predict the number of objects from an image.

SmartDocs AI Studio offers an end-to-end machine learning solution to ease the model training process. You are ready to go in simply 3 steps：

  • Step 1: Upload documents and label/annotate the data
  • Step 2: Train a new model
  • Step 3: Upload a batch of new documents for the new AI model to predict/extract data

SmartDocs AI Studio also features a robust document management system, allowing you to:

  • Label documents to accelerate the review process or assign tasks.
  • View all uploaded documents using filter aggregation.
  • Search document content with the powerful Elasticsearch.

Updated 6 months ago

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