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Amazon Textract and AWS IDP Consulting

Build serverless document processing on AWS: Textract OCR and extraction, generative AI with Amazon Bedrock, classification with Comprehend and human review with Amazon A2I.

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Explore intelligent document processing capabilities & delivery details

Also known as Amazon Textract, AWS intelligent document processing, Amazon Bedrock Data Automation

Amazon Textract and AWS IDP servicesTechTiera COE
  • IDP architecture on AWS
  • Extraction design
  • Classification
  • Human in the loop
  • Integration
  • Run and optimize
30+content management experts
27+ECM platforms DocOrbit migrates
100 TB+proven migration scale
50certified Microsoft 365 consultants

What is Amazon Textract and AWS IDP?

Amazon Textract is an AWS machine learning service that extracts printed and handwritten text, forms, tables and query answers from documents, with specialized APIs for invoices and receipts, identity documents and lending packages. On AWS, intelligent document processing (IDP) pipelines combine Textract with Amazon Bedrock Data Automation and foundation models for generative extraction, Amazon Comprehend for classification and entities, and Amazon Augmented AI (A2I) for human review. TechTiera designs, builds and runs these pipelines.

Reviewed 2026-10-26 by TechTiera's Content and Collaboration Center of Excellence
At a glance

Amazon Textract and AWS IDP at a glance

Vendor
Amazon Web Services
Textract APIs
Detect text, Analyze document (forms, tables, queries, signatures, layout), Analyze expense, Analyze ID, Analyze lending
Related services
Amazon Bedrock and Bedrock Data Automation, Amazon Comprehend, Amazon A2I, S3, Lambda, Step Functions
Deployment
Fully managed AWS services in your AWS accounts and regions
Integrations
ECM (SharePoint, OpenText, Alfresco, Box), ERP, CRM and core systems via APIs and events
TechTiera services
Use-case design, accuracy benchmarking, pipeline build, human review, integration, cost optimization, run support
Services

What does TechTiera deliver for Amazon Textract?

Strategy, implementation, integration, upgrades, migration and managed services from one team.

IDP architecture on AWS

Event-driven pipelines with S3, Lambda and Step Functions, designed for volume, cost and security.

Extraction design

Textract APIs, Queries and adapters, or Bedrock generative extraction, chosen field by field on accuracy and cost.

Classification

Document splitting and classification with Comprehend custom models or foundation models.

Human in the loop

Amazon A2I review workflows for low-confidence fields, with feedback used to improve accuracy.

Integration

Validated data and documents delivered to ECM, ERP, CRM and workflow systems.

Run and optimize

Monitoring, accuracy drift checks and per-page cost tracking under managed service.

Expertise

How TechTiera approaches Amazon Textract work

Textract, Bedrock or both?

Textract remains the most predictable, lowest-cost option for structured fields, tables and high-volume OCR. Generative extraction with Amazon Bedrock handles variable, unstructured documents and summaries, but costs more per page and needs careful evaluation. TechTiera benchmarks both on your documents, then builds a pipeline that routes each document type to the cheapest method that meets the accuracy target.

Typical Amazon Textract use cases

  • Invoices and receipts
  • Loan and mortgage packages
  • Insurance claims
  • Identity documents for onboarding
  • Medical and benefits forms
  • Bills of lading and logistics documents
Delivery approach

How is a Amazon Textract project delivered?

  1. DiscoverInventory content, users, integrations and pain points.
  2. DesignArchitecture, information model, security and acceptance criteria.
  3. BuildConfiguration and development in short, demoable iterations.
  4. MigrateTrial runs, validated waves and reconciliation reports.
  5. LaunchCut-over, training, adoption and hypercare.
  6. Run and improveManaged services and a continuous-improvement backlog.
Why TechTiera

Why choose TechTiera for Amazon Textract?

Decades of ECM depth

A 30+ person content management practice that has run Documentum, OpenText, FileNet and Hyland estates for some of the world's most regulated companies.

A migration product, not just a method

DocOrbit moves content between 27+ ECM platforms with air-gapped staging, SHA-256 validation and audit-ready reports, proven at 100 TB+ scale.

One partner across platforms

ECM, capture, collaboration, web content and CCM under one roof, so recommendations follow your needs, not one vendor's catalog.

Microsoft 365 built in

A 50-consultant Microsoft 365 practice for SharePoint, Teams, Purview and Copilot readiness when content moves to Microsoft.

See client work across content platforms

Engagement models

Which engagement models are available?

Onsite, offshore or remote delivery for clients in North America, Europe, the Middle East and Asia Pacific.

Fixed-price projects

Defined scope, deliverables and milestones for implementations, upgrades and migrations.

Time and materials

Flexible capacity for evolving requirements, proofs of concept and enhancements.

Dedicated team

A named team working as an extension of your IT group.

Managed services

SLA-backed run support, administration and enhancements on monthly or annual terms.

Staff augmentation

Certified specialists placed into your team, short or long term.

FAQs

Amazon Textract and AWS IDP FAQs

What is Amazon Textract?

Amazon Textract is an AWS machine learning service that extracts text, handwriting, forms, tables and specific answers from scanned and digital documents.

What is intelligent document processing on AWS?

It is a pipeline that combines Textract, Amazon Bedrock, Comprehend and Amazon A2I with serverless services such as Lambda and Step Functions to classify, extract, validate and route document data automatically.

How does Textract compare with Azure AI Document Intelligence?

Both offer OCR, prebuilt and custom extraction. The best choice usually follows your cloud platform, document types and existing skills; TechTiera delivers on both and benchmarks them on your documents.

Can Textract handle handwriting?

Yes. Textract extracts handwritten as well as printed text, though accuracy depends on writing quality, so human review is designed in for critical fields.

Related

Related services

Microsoft

Azure AI Document Intelligence

Prebuilt and custom extraction models on Azure, connected to Microsoft 365.

Azure Document Intelligence servicesABBYY

ABBYY Vantage and FlexiCapture

Vantage skills, FlexiCapture support and OCR engine integration.

ABBYY servicesLegacy platforms

Ephesoft, Xerox DocuShare and DocuWare Support

Support and migration for Ephesoft Transact, Xerox DocuShare and DocuWare.

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