Amazon Textract
OCR software
Intelligent document processing (IDP) software
Process automation software
- Features
- Ease of use
- Ease of management
- Quality of support
- Affordability
- Market presence
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Pay-as-you-go
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- Healthcare and life sciences
- Banking and insurance
- Education and training
What is Amazon Textract
Amazon Textract is a cloud API service for extracting printed text, handwriting, and structured data (forms and tables) from scanned documents and images. It is used by developers and operations teams to digitize documents such as invoices, receipts, IDs, and application forms for downstream analytics, search, and workflow automation. The service is delivered as managed APIs within AWS and is typically integrated into custom applications and automation pipelines rather than used as a standalone end-user document management tool.
Strong structured data extraction
Textract extracts key-value pairs and tables in addition to plain OCR text, which supports common IDP use cases like invoice and form processing. It returns structured outputs (e.g., JSON) that are straightforward to map into downstream systems. This reduces the amount of custom parsing required compared with basic OCR-only tools.
Developer-friendly cloud APIs
The product is consumed via AWS APIs/SDKs, which fits teams building custom document ingestion services or embedding extraction into applications. It supports asynchronous processing for larger documents and batch-style workloads. This approach can be easier to operationalize than desktop-bound OCR tools when document volumes fluctuate.
AWS ecosystem integration
Textract integrates naturally with other AWS services for storage, orchestration, and event-driven processing (for example, object storage and workflow services). This enables end-to-end automation patterns such as ingest → extract → validate → route without deploying separate infrastructure. Organizations already standardized on AWS can centralize security, monitoring, and access controls around the same platform.
Not a complete IDP suite
Textract focuses on extraction and does not provide a full document processing application layer (e.g., case management, document repository, or rich end-user review UI) out of the box. Many IDP programs still need additional components for human-in-the-loop validation, exception handling, and workflow governance. As a result, implementation commonly requires building or adopting complementary tools.
AWS dependency and lock-in
Textract runs in AWS and is typically used alongside other AWS services, which can increase dependency on a single cloud provider. Organizations with multi-cloud policies or strict data residency constraints may need additional architecture and controls. Migrating pipelines away later can require rework of integrations and operational tooling.
Variable accuracy on complex scans
Like other OCR/IDP engines, results can degrade with low-quality scans, unusual layouts, heavy handwriting, or noisy backgrounds. Achieving reliable field-level extraction often requires pre-processing, document classification, and post-processing rules or ML models. This can increase time-to-value compared with packaged solutions that include built-in templates and validation workflows.
Plan & Pricing
Pricing model: Pay-as-you-go (per page processed, region-specific).
Free tier/trial: AWS Free Tier — 3 months for new AWS customers with per-API page allowances (see details).
Key per-API example pricing (US West - Oregon region, as shown on the official AWS Textract pricing page):
- Detect Document Text API — $0.0015 per page for first 1M pages; $0.0006 per page after 1M.
- Analyze Document API (pretrained features):
- Tables — $0.015 per page for first 1M; $0.010 per page after 1M.
- Forms (key-value extraction) — $0.05 per page for first 1M; $0.04 per page after 1M.
- Queries — $0.015 per page (example shown for 1M).
- Signatures — $0.0035 per page for first 1M; (reduced tiers shown for larger volumes in examples).
- Combined features (examples): Tables+Forms+Queries — $0.070 per page for first 1M; $0.055 per page after 1M. Pretrained Forms + Custom Queries example: $0.065 first 1M; $0.050 after 1M.
- Custom Queries (trained adapters) — example: $0.025 per page for first 1M; $0.015 per page after 1M (shown for Custom Queries example).
- Analyze Expense API — $0.01 per page for first 1M; $0.008 per page after 1M.
- Analyze ID API — $0.025 per page up to 100,000 pages; $0.01 per page after 100,000 pages (example tiers shown).
- Analyze Lending API — $0.07 per page up to 1M; $0.055 per page after 1M (examples shown).
Example/illustrative cost examples (from official AWS page):
- 100,000 pages using Detect Document Text → $0.0015 * 100,000 = $150.
- 2,000,000 pages Detect Document Text → $0.0015 * 1,000,000 + $0.0006 * 1,000,000 = $2,100.
- 5,000 pages Analyze Document (tables + forms examples) — shows how per-feature prices add up in examples on the official page.
Discount/options:
- Volume tiered pricing (reduced per-page rates after volume thresholds such as >1M pages or >100K for ID API) as shown in examples.
- AWS recommends contacting sales/requesting custom pricing for high-volume use cases (link on official pricing page).
Notes & caveats:
- Pricing is region-specific; the official examples are shown for US West (Oregon).
- OCR is included in Analyze Document, Analyze Expense, and Analyze ID outputs (per official page).
- The official page contains multiple illustrative examples; refer to the AWS Textract pricing page for exact region-specific rates and all pricing permutations.
Seller details
Amazon Web Services, Inc.
Seattle, Washington, USA
2006
Subsidiary
https://aws.amazon.com/
https://x.com/awscloud
https://www.linkedin.com/company/amazon-web-services/
