anyformat vs AWS Textract

Last updated: April 2026

TL;DR — anyformat vs AWS Textract

• Textract returns raw OCR output; anyformat delivers structured JSON via schema-based zero-shot extraction.
• Textract has no workflow orchestration — you build it yourself with Lambda and Step Functions; anyformat includes a visual no-code Studio.
• Textract enforces no output schema; anyformat lets you define fields and validates every extraction against them.
• Textract is cloud-only on AWS; anyformat offers cloud, private cloud, and air-gapped on-premise deployment.
• Textract pricing starts around $50 per 1,000 pages for forms and tables; anyformat pricing is usage-based with no AWS lock-in.

AWS Textract is Amazon's cloud-based OCR service, launched in 2019 as part of AWS AI services, that extracts text, forms, and tables from scanned documents and images. It has a strong reputation for table extraction, and third-party comparisons have reported it outperforming other cloud providers on structured line-item detection tasks. If your use case is extracting tables from forms within an AWS-native pipeline, Textract is a serious option.

What is AWS Textract?

AWS Textract is Amazon's machine-learning OCR and document processing service, part of the broader AWS cloud platform. Launched in May 2019, it extracts text, forms, tables, and signatures from PDFs and images. Textract integrates deeply with the AWS ecosystem, including S3, Lambda, SNS, and SQS, making it a natural fit for teams already running on Amazon infrastructure.

Key differences at a glance

• Extraction approach: Textract returns raw OCR output that requires custom post-processing vs. anyformat delivers structured JSON via schema-based zero-shot extraction.
• Workflow orchestration: Textract has none (you build it with Lambda + Step Functions) vs. anyformat includes a visual no-code workflow builder.
• Data sovereignty: Textract is US-governed regardless of region selection vs. anyformat is EU-native with full data residency controls.
• Deployment options: Textract is cloud-only on AWS vs. anyformat offers cloud, private cloud, and on-premise including air-gapped environments.
• Time to production: Textract requires significant engineering to build an end-to-end pipeline vs. anyformat delivers production-ready extraction in minutes.

But Textract is an extraction primitive, not a document processing platform. It returns raw OCR and bounding boxes. Schema enforcement, validation, routing, human review, workflow logic: all of that is engineering work you build yourself. For European enterprises with compliance requirements, custom document types, and production-scale operations, the gap between "extraction API" and "document operations platform" is where the real cost lives.

Customization and schema-based extraction

Textract returns raw OCR output: text, bounding boxes, key-value pairs, and table data. It won't enforce schemas or extract the specific fields you need in the structure you need them.

Getting from Textract output to the structured data your application consumes requires a custom post-processing pipeline: field mapping, validation rules, error handling, and format normalization. Third-party estimates suggest significant engineering effort to build an end-to-end document pipeline, especially when mixing Textract with non-AWS infrastructure.

anyformat uses schema-based zero-shot extraction. Define your fields, upload a document, get structured JSON. No post-processing pipeline. No engineering required. Schema changes happen in our Studio dashboard and apply instantly.

Workflow builder and orchestration

Textract has no workflow capabilities. It processes one document and returns results. Classification, splitting, routing, validation, human review, conditional logic, retry handling, downstream integration? All your problem. The typical solution stitches together Lambda, Step Functions, SNS, SQS, and custom code.

anyformat includes a visual workflow builder (Studio) with branching, conditions, splitting, routing, extraction operators, and built-in human-in-the-loop validation. Ops teams and engineering collaborate in the same tool. Workflows update without code deploys.

The engineering cost of building Textract into a production document pipeline is the real price of the product. Not the per-page API cost.

European sovereignty and data residency

Textract runs on AWS. You can select regions, including EU regions. But the service is governed under US jurisdiction, and your data controller relationship runs through Amazon Web Services, Inc.

For European organizations under GDPR, DORA, or sector-specific regulations, region selection is a configuration detail, not a sovereignty guarantee. The legal framework governing your data is US-based regardless of which region you select.

anyformat is EU-native. Built by a European team, deployed with data residency controls designed for European regulatory requirements. We did not bolt GDPR on as a feature. It is the constraint we built around.

ISO 27001 and compliance

Textract inherits AWS's compliance certifications (SOC 2, HIPAA eligible, and more). These are platform-level certifications covering the infrastructure, not the document processing logic you build on top of it.

anyformat is ISO 27001 certified with scope covering the entire document processing pipeline. The certification reflects our actual operational controls, built for rigor, not speed.

Zero data retention

AWS provides data retention controls through S3 lifecycle policies and CloudWatch log retention settings. Configuring zero-retention for Textract output requires setting up and maintaining these policies across multiple AWS services.

anyformat offers zero-retention processing as a first-class, single-toggle option. Documents in, structured data out, source files gone. No multi-service configuration exercise required.

Parse and extract capabilities

Textract handles PDFs and images. It excels at form extraction and table detection. Signature detection is a useful differentiator.

But Textract is an OCR service, not a document intelligence platform. It has no understanding of document context or semantics, cannot handle 100+ formats, and won't adapt to layouts it hasn't seen before. It reads characters. It does not understand documents.

anyformat supports 100+ document formats and adapts to any layout without templates. Our engine combines LLMs with deterministic rules to handle the edge cases and long-tail complexity that break traditional OCR pipelines. The difference between reading characters and understanding a document is the difference between a parsing tool and a production platform.

On-premise deployment

Textract is cloud-only on AWS. No on-premise option.

anyformat offers private cloud and full on-premise deployment, including air-gapped environments. In regulated industries where data cannot leave the organization's perimeter, there is no alternative.

Accuracy in production

Textract's table extraction is considered strong among cloud providers. For structured forms and standard documents within the AWS ecosystem, it performs well.

Raw OCR accuracy and extraction accuracy are not the same thing, though. Textract gives you characters in boxes. What matters in production is whether the right values end up in the right fields of your application, with confidence scores that flag when something needs human review.

anyformat achieves 99% extraction accuracy in production, validated by enterprise customers including L'Oréal, who achieved 99% accuracy and a 60% reduction in processing time across 1,500+ monthly invoices. Every extraction comes with calibrated confidence scoring on every field. Every value comes with a trust signal. Uncertain fields get routed to reviewers; high-confidence results flow through automatically.

Long tables and complex layouts

Table extraction is genuinely where Textract outperforms most competitors. Credit where it's due.

Where it falls short is on tables that span multiple pages, tables with complex merge-cell patterns, and tables embedded in non-standard layouts. Textract's output also flattens multi-column layouts, requiring downstream reconstruction.

anyformat's multi-stage pipeline preserves structural integrity across page breaks, handles merged cells natively, and outputs structured data that downstream systems consume directly. No reconstruction step needed.

Figure detection and explanation

Textract reads text and tables but has no support for figures, charts, or diagrams. anyformat detects visual elements within documents, classifies them in context, and produces structured descriptions that close this gap.

Is anyformat a good AWS Textract alternative?

If you are evaluating Textract alternatives, anyformat addresses the gaps that drive most teams away from raw OCR services: the missing workflow layer, the engineering cost of post-processing, and the lack of European data sovereignty. As an alternative to Textract, anyformat replaces the need to assemble Lambda, Step Functions, and custom validation code with a single platform that handles extraction, orchestration, and human review out of the box. Teams that have switched from Textract to anyformat consistently cite faster time to production and lower total cost of ownership.

When to choose AWS Textract

Your documents are structured forms and tables, your stack is fully AWS-native, and your team can build the extraction pipeline, validation logic, and orchestration around it.

When to choose anyformat

You need a complete document operations platform, not an OCR primitive. Schema-based extraction, workflow orchestration, field-level confidence scoring, and European sovereignty come out of the box, proven at enterprise scale. Stop assembling infrastructure. Start processing documents.

anyformat is the agentic document intelligence platform built for European enterprises. ISO 27001 certified, GDPR-compliant, with zero-retention processing and on-premise deployment. Get started at anyformat.ai