Generative AI platforms & models
Amazon Bedrock Data Automation vs Azure Content Understanding
The Azure equivalent of Amazon Bedrock Data Automation is Azure Content Understanding.
Side-by-side comparison
| Aspect | Amazon Web Services | Microsoft Azure |
|---|---|---|
| Service | Amazon Bedrock Data Automation | Azure Content Understanding |
| Lifecycle | Generally available | Generally available |
| What it is | GenAI-based extraction of structured output from documents, images, video, and audio. | GenAI-based extraction of user-defined schemas from documents, images, audio, and video, with confidence scores, grounding, classification, and prebuilt industry analyzers. |
| Pricing model | Billed per page (documents), per image, or per minute (audio/video), with standard vs custom-output tiers. | Billed per unit processed (pages, images, minutes) plus the generative model tokens used for field extraction. |
| Docs | Amazon Bedrock Data Automation docs | Azure Content Understanding docs |
| Pricing page | Amazon Bedrock Data Automation pricing | Azure Content Understanding pricing |
| Exams | Generative AI Developer – Professional | AI-103 |
Key differences
- Both handle documents, images, audio, and video, use user-defined output schemas, and return confidence information.
- Content Understanding ships prebuilt industry analyzers (tax, procurement, contracts, call center, media) and is the path Microsoft recommends for parts of the retiring Image Analysis and Custom Vision.
- Bedrock Data Automation plugs into Bedrock Knowledge Bases as a parser for multimodal RAG.
Pricing summary
Pricing models only. No prices are quoted because they change by region and over time.
- AWS
- Billed per page (documents), per image, or per minute (audio/video), with standard vs custom-output tiers. Amazon Bedrock Data Automation pricing →
- Azure
- Billed per unit processed (pages, images, minutes) plus the generative model tokens used for field extraction. Azure Content Understanding pricing →
Certification exam mapping
| Exam | Provider | Level | Status |
|---|---|---|---|
| AWS Certified Generative AI Developer – Professional | AWS | Professional | current Exam code not confirmed from the official page at build time; shown by name only. |
| Microsoft Certified – Azure AI Apps and Agents Developer Associate AI-103 | Azure | Associate | current Generative AI and agentic solutions with Microsoft Foundry using Python. Successor in scope to the retired AI-102. |
Relevance is based on each exam's published scope, not a line-by-line objective match. Check the official study guide.
Verification notes
- Pricing units are described at a high level. Confirm exact meters on the pricing pages.
FAQ
What is the Azure equivalent of Amazon Bedrock Data Automation?
The Azure equivalent of Amazon Bedrock Data Automation is Azure Content Understanding.
How does pricing compare between Amazon Bedrock Data Automation and Azure Content Understanding?
AWS: Billed per page (documents), per image, or per minute (audio/video), with standard vs custom-output tiers. Azure: Billed per unit processed (pages, images, minutes) plus the generative model tokens used for field extraction. Check the official pricing pages for current rates.
Which certification exams cover this topic?
AWS Certified Generative AI Developer – Professional; Microsoft Certified – Azure AI Apps and Agents Developer Associate (AI-103).