GCP Document AI Service
A GCP Document AI Service is an document processing service that is a Google Cloud AI service.
- Context:
- It can be accessed by a Document AI Console [1].
- It can be accessed by a Document AI API [2].
- It can include:
- …
- Example(s):
- Counter-Example(s):
- See: Document Processing, PDF Document Processing.
References
2023
- https://cloud.google.com/document-ai/
- QUOTE: GCP Document AI is a machine learning (ML) service that automatically extracts structured data from unstructured documents and makes this structured data available to your business apps and users. It includes pre-trained models for data extraction, Document AI Workbench to create new custom models or uptrain existing ones, and Document AI Warehouse to search and store documents. It leverages Google's AI and Human-in-the-Loop (HITL) reviews to ensure a high level of accuracy, and it uses the latest ML research and toolkits that power Document Workbench and semantic search that makes Document Warehouse significantly better than traditional document repositories.
2023
- https://www.g2.com/products/google-cloud-document-ai/reviews#survey-response-8239113
- QUOTE: Extract structured data from documents and analyze, search and store this data. The Document AI solutions suite includes pre-trained models for data extraction, Document AI Workbench to create new custom models or uptrain existing ones and Document AI Warehouse to search and store documents.
2023
- chat
- GCP Document AI is a fully managed machine learning service from Google Cloud Platform (GCP) that automatically extracts structured data from unstructured documents. It is designed to recognize and process various types of documents, using pre-trained models for data extraction, including basic extractors like OCR and Form Parser and specialized models, for industry use cases like lending, contracts, procurement, and identity documents.
Document AI goes beyond simple optical character recognition (OCR) by using machine learning algorithms and Google knowledge graph technology to validate and enrich parsed information. This enables Document AI to process complex documents with multiple data points and various formats.
Developers can integrate GCP Document AI into their applications, workflows, or services using APIs. This allows for automating data extraction from documents, enabling businesses to reduce manual data entry, increase efficiency, and streamline document processing workflows. Typical use cases include processing invoices, forms, and financial statements, among others.
- GCP Document AI is a fully managed machine learning service from Google Cloud Platform (GCP) that automatically extracts structured data from unstructured documents. It is designed to recognize and process various types of documents, using pre-trained models for data extraction, including basic extractors like OCR and Form Parser and specialized models, for industry use cases like lending, contracts, procurement, and identity documents.