Document AI

The Document AI platform is a unified console for document processing that lets you quickly access all models and tools. Use Document AI's pretrained models for document processing, including basic extractors like OCR and Form Parser, and specialized models for industry use cases like lending, contracts, procurement, and identity documents. Or use Document AI Workbench to uptrain these models on your business documents or create your own models and get better results for documents from your organization. With Document AI Warehouse, you can search, store, and manage documents, and even trigger workflows. Document AI lets you automate and validate documents to streamline workflows, reduce guesswork, and keep data accurate and compliant.

Document AI is built on decades of AI innovation at Google, bringing powerful and useful solutions to these challenges. Under the hood are Google’s industry-leading technologies: computer vision (including OCR), foundation models, and natural language processing (NLP) that create pretrained models for high-value, high-volume documents. The latest ML research and toolkits, which power Document Workbench and semantic search, are what makes Document Warehouse so much better than traditional document repositories. 

New foundation model integration into Document AI Workbench helps you quickly improve custom processors through prompts. For example, you can add a new field to your data by prompting a foundation model to add this new field to your data instead of having to label and train a new model. You can also use the same approach to auto label new datasets. Easily generate summaries for your documents and customize them (long or short or others) based on your preferences. And, in Document AI Warehouse, get answers to natural language questions across a corpus of documents using generative AI, with fine-grained access controls.

Validate and enrich parsed information with Google knowledge graph technology to make the data even more useful, checking company names, addresses, phone numbers, and other details against entities on the internet.

Human-in-the-Loop AI is a new DocAI feature that will help companies achieve higher document processing accuracy with the assurance of human review. Adding human review can increase accuracy and help businesses interpret predictions using purpose-built tools to enable those reviews.