Moonoia docBrain leverages deep learning technology to automate and future-proof data extraction.

docBrain is the only document-centric AI platform that allows custom training of neural network models while facilitating the deployment of unique solutions for complex document challenges. It offers state-of-the-art data extraction and automated classification abilities to decipher, extract data even from handwritten, unstructured, and low-quality documents. Moreover, it can also read cursive Arabic.

Our solution is an industrialized, multi-purpose, document- centric AI platform. The platform allows clients to train their neural network models while still offering ready-to-use, generic models, and capabilities such as language-agnostic cursive handwriting recognition, image quality enhancement or document classification.


Advanced OCR


A ready-to-use model that predicts the existence of text instances on documents, extracts the data and converts these instances into plain text.


Handwritting capture

For cursive and/or hand-print. Outperforms human-led reading and validation. Trained on millions of handwritten documents.


Arabic (un)structured

Based on the Advanced OCR ready-to-use model for text segmentation, this feature allows accurate extraction of non-latin characters and character strings.

image enhancement

Image enhancement

Convolutional neural networks (CNNs) designed to optimize the analysis of images from datasets via self-adjustment layers.


Named entity extraction

Classify entities into pre-defined categories such as names, locations, amounts, time intervals, specialized terms and other product terminology.


Document classification

Generic form analysis model that recognizes and classifies documents based on their layout.

Moonoia >95%

Moonoia Docbrain - accuracy +95%

Traditional OCR <10%

Moonoia Docbrain - traditional OCR accuracy -5%
  • Automate data capture and validation through continuous data quality monitoring (input to output)

  • Read handwritten documents with unparalleled accuracy using proven, pre-trained models

  • Improve the quality of existing scans

  • Reduce manual document handling by automating key steps of the workflow

  • Refocus employees on higher value tasks

  • Remove friction from complex document workflows,

  • Lower processing costs

  • Unlock hidden data to surface new insights and drive better decision-making

  • Read virtually any type of character and text with language-independent recognition capabilities

  • Deploy unique production-ready solutions in weeks, days, or even hours

Moonoia docBrain offers a platform solution and workflow covering the complete spectrum from concept/experimenting to production/deployment.

AI document-centric document applied to Banking