Amazon Bedrock Data Automation
Amazon Bedrock Data Automation: A capable multimodal extraction API, but not an agent evaluation tool. Ranked #28 of 28 in AI Agent Evaluation Tools by our editors (6.0/10); pricing: Paid; best for teams evaluating document and media extraction.
At a glance
- Editor score6.0 / 10
- PricingPaid
- Best forTeams evaluating document and media extraction
- Paid from$0.005/unit usage-based
- Facts checked22 Sep 2026
Where it wins
- Supports documents, images, video, and audio processing
- Blueprints enable custom extraction for up to 30 fields
- Integrates with Amazon Bedrock Knowledge Bases
Where it doesn't
- No verified agent-evaluation methods or regression runs
- API-only access may not suit non-developer teams
- Usage pricing varies by modality and output type
Our verdict on Amazon Bedrock Data Automation
Amazon Bedrock Data Automation is an AWS cloud service for extracting structured information from documents, images, video, and audio. It is designed for developers and teams building document processing, media analysis, and multimodal retrieval-augmented generation workflows through an API. Standard outputs cover all four media types, while custom outputs use blueprints. Projects help organize output configurations, and the service connects with Amazon Bedrock Knowledge Bases.
Pricing is usage-based and varies by modality and output type. Custom Output for images costs $0.005 per image and supports up to 30 fields. Custom Output for documents costs $0.04 per page, also with up to 30 fields. Knowledge Bases integration with standard output costs $0.01 per page. Standard Output for video costs $0.05 per minute, while Standard Output for audio costs $0.006 per minute. This structure suits workloads that need costs to follow processed volume, but budgeting requires estimating image, page, and media-minute usage separately.
Its strongest fit is multimodal extraction: document classification, extraction, normalization, validation, video scene summaries, audio transcription, visual grounding, and confidence scores are all included among the capabilities. The service can also support Amazon Bedrock Knowledge Bases workflows. However, its published feature set is focused on data automation rather than evaluating AI agents. Teams looking for agent-evaluation methods, tool checks, traces, or regression runs should choose a dedicated agent evaluation product instead. Pick Amazon Bedrock Data Automation when structured content extraction is the priority; do not pick it as the primary tool for measuring agent behavior.
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Amazon Bedrock Data Automation pricing
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Amazon Bedrock Data Automation fact sheet
| Free plan | Not verified |
|---|---|
| Paid from | $0.005/unit usage-based |
| Evaluation methods | Not verified |
| Tool-call checks | Not verified |
| Trace ingestion | Not verified |
| Safety evaluations | Not verified |
| Regression runs | Not verified |
| SDK language support | Not verified |
| Dataset limit | Not verified |
| Deployment | Cloud |
| Support | Docs |
| Built for | Mid-market, Enterprise (editorial estimate) |
| Integrations | 1 integrations: Amazon Bedrock Knowledge Bases |
| Pricing | Paid (source) |
| Website | aws.amazon.com |
| Facts checked | 22 Sep 2026 |
Amazon Bedrock Data Automation integrations
Amazon Bedrock Data Automation lists 1 integrations on its own site.
- Amazon Bedrock Knowledge Bases
Alternatives to Amazon Bedrock Data Automation
- DeepEvalA developer-focused evaluator for testing agents, tools, safety, and regressions.9.4
- AgentClashAgentClash tests agent behavior with replayable evidence, sandboxing, safety checks, and CI gates.9.3
- Future AGI AI Evaluation SDKBroad evaluation coverage with SDKs, tracing, simulations, and CI/CD quality gates.9.2
See all Amazon Bedrock Data Automation alternatives →
Also Ranked In
Amazon Bedrock Data Automation is ranked in 6 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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