Google Cloud → AWS and Azure
AWS and Azure equivalents of Document AI
The closest AWS equivalents of Google Cloud Document AI are Amazon Bedrock Data Automation and Amazon Textract; on Azure, Azure Content Understanding and Azure Document Intelligence.
About Document AI
| Provider | Google Cloud |
|---|---|
| Status | Generally available |
| What it is | OCR, form and layout parsing, pretrained specialized processors, and custom extractors for documents. |
| Documentation | docs.cloud.google.com |
| Pricing | Official pricing page |
Mappings (2)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| GenAI multimodal content extraction (IDP) | Amazon Bedrock Data Automation | Partial match | Azure Content Understanding |
| Document OCR & form/table extraction | Amazon Textract | Direct match | Azure Document Intelligence |
GenAI multimodal content extraction (IDP) Partial match
Bedrock Data Automation has no single counterpart. Document AI covers document extraction, and Gemini's multimodal input handles images, audio, and video with prompts you write.
- Document AI is document-focused (OCR, layout, forms, custom extractors). Audio and video extraction are done by prompting Gemini.
- Bedrock Data Automation gives one blueprint-driven API across documents, images, audio, and video.
Document OCR & form/table extraction Direct match
Amazon Textract maps to Document AI: OCR, form and layout parsing, specialized processors (invoices, IDs, and more), and custom extractors.
- Processors are created per type and region; you call a processor rather than one API with feature flags.
- Gemini can also extract fields with prompts, and Document AI's custom extractor is built on generative models.