Overview

H2O Document AI is an AI/ML-powered intelligent document processing solution designed to automate the extraction and analysis of data from various document types. Utilizing advanced Intelligent Character Recognition (ICR) and Natural Language Processing (NLP) technologies, it enables organizations to transform unstructured data into structured, actionable insights. This automation reduces manual data entry, accelerates workflows, and enhances decision-making processes across industries.

Features and Capabilities

• AI/ML-Powered ICR: Employs advanced ICR technologies to extract data from diverse document formats, including scanned images and PDFs.
• Document & Page Classification: Automatically classifies pages based on content, facilitating efficient routing and processing.
• Pre-Trained AI/ML Models: Utilizes models trained on millions of documents, enabling accurate processing even for new or unseen layouts.
• Annotation Editor: Provides a user-friendly interface for annotating documents, enhancing model training and refinement.
• Cloud-Native Architecture: Supports deployment on AWS, Azure, GCP, or on-premises, leveraging cloud scalability and flexibility.
• Seamless Integration: Offers REST APIs for easy integration into existing applications and workflows.
• MLOps Support: Facilitates model monitoring, management, and deployment through H2O MLOps within the H2O AI Cloud.
• Automated Data Labeling: Automatically generates labels for unlabeled documents, streamlining the training process.
• Intelligent Information Extraction: Quickly extracts critical information from documents, reducing manual effort and errors.
• Comprehensive Document Processing: Handles a wide range of document types, including invoices, contracts, and identification documents.