Amazon Textract vs Azure AI Document Intelligence

invoice & document OCR head-to-head for ERP teams: evidenced capabilities, published pricing, and which ERPs each actually integrates with.

	Amazon Textract	Azure AI Document Intelligence
Starting price	Pay-per-page API pricing, no subscription	Pay-per-page API pricing, no subscription
Deployment	Cloud	Cloud, On-premise, Hybrid
Company size	SMB, Mid-market, Enterprise	SMB, Mid-market, Enterprise
Stated ERP integrations	None listed	Microsoft Dynamics 365
Vendor	AWS	Microsoft

Our take

Where Amazon Textract leads

Stronger evidenced coverage on 9 of the 26 capabilities where they differ (led by per-field confidence scoring and bounding-box / coordinate output).

Where Azure AI Document Intelligence leads

Stronger evidenced coverage on 17 of the 26 capabilities where they differ (led by custom classifier training and contract / agreement extraction model).
Stated Microsoft Dynamics 365 integration the alternative doesn't list.

Where they differ

The 26 capabilities (of 61 in the invoice & document OCR taxonomy) where the evidence separates them, biggest gaps first. “Not evidenced” means our research found no public documentation of this capability — the vendor may still offer it. Confirm on a demo.

Capability	Amazon Textract	Azure AI Document Intelligence
Custom classifier trainingDocument Classification & Splitting	Not evidenced	Core strength Custom classification model; label-based training via Document Intelligence Studio
Per-field confidence scoringStructured Data Extraction	Core strength	Not evidenced
Bounding-box / coordinate outputStructured Data Extraction	Core strength	Not evidenced
Contract / agreement extraction modelPretrained Business Document Models	Not evidenced	Core strength
Custom model trainingModel Customization & Continuous Learning	Not evidenced	Core strength Custom neural, template, and composed models
Low-code / no-code model builderModel Customization & Continuous Learning	Not evidenced	Core strength Document Intelligence Studio no-code visual exploration and labeling
Encryption at rest & in transitSecurity, Compliance & ERP Integration	Core strength Encryption of content in transit and at rest	Not evidenced
On-premises / private-cloud deployment optionSecurity, Compliance & ERP Integration	Not evidenced	Core strength Docker container deployment (connected and disconnected)
Multi-language text recognitionOCR & Recognition Engine	Not evidenced	Supported Read model supports a broad language set
Barcode & QR code readingOCR & Recognition Engine	Not evidenced	Supported Barcode extraction add-on
Signature detection & verificationOCR & Recognition Engine	Supported Signature detection with location and confidence	Not evidenced
Template-free classificationDocument Classification & Splitting	Not evidenced	Supported Custom neural model for mixed structured/unstructured documents
Review / validation workstationHuman-in-the-Loop Review	Supported Human-in-the-loop review via Amazon A2I	Not evidenced
Confidence-based field routingHuman-in-the-Loop Review	Supported A2I routes low-confidence extractions to reviewers	Not evidenced
Low-code workflow / pipeline builderPlatform, Ingestion & Developer Tooling	Not evidenced	Supported Power Automate / Power Apps connector for building flows
Sandbox / live test environmentPlatform, Ingestion & Developer Tooling	Not evidenced	Supported Document Intelligence Studio visual exploration
Role-based access control & audit trailsSecurity, Compliance & ERP Integration	Supported IAM-based access control; API activity logging via CloudTrail	Not evidenced
iPaaS connectivitySecurity, Compliance & ERP Integration	Not evidenced	Supported Power Automate / Power Apps connector
Handwriting & cursive recognitionOCR & Recognition Engine	Supported English handwriting	Core strength Read model: printed and handwritten text extraction
Automatic document type classificationDocument Classification & Splitting	Partial AnalyzeLending classifies mortgage/loan document types only	Supported Custom classification model to detect and route document types
Custom / configurable field extractionStructured Data Extraction	Supported Custom Queries adapters to tune extraction	Core strength Query fields extract specific named fields on demand; custom template/neural models
Natural-language query extractionStructured Data Extraction	Core strength Plain-language queries; up to 30 per page async	Supported Query fields extract specific named fields on demand
Identity document modelPretrained Business Document Models	Core strength AnalyzeID for passports and US driver's licenses	Supported Credit card and identity (passport/ID/driver's license) models
Bank statement extraction modelPretrained Business Document Models	Supported Query pretraining covers bank statements	Core strength Bank statement, check, and pay stub models
Tax form extraction modelPretrained Business Document Models	Supported Query pretraining covers W-2s	Core strength US tax forms: W-2, 1098, 1099, 1040, unified US tax
Multi-language SDKsPlatform, Ingestion & Developer Tooling	Supported Accessible via AWS SDKs (boto3, Java, .NET, JS, etc.)	Core strength SDKs for C#/.NET, Python, Java, and JavaScript

Both grade identically on the other 35 capabilities — see each product's full profile: Amazon Textract, Azure AI Document Intelligence.

Amazon Textract vs Azure AI Document Intelligence — FAQs

Is Amazon Textract or Azure AI Document Intelligence better for ERP integration?

They state different ERP coverage: Amazon Textract lists no ERP integrations publicly; Azure AI Document Intelligence lists Microsoft Dynamics 365.

Which is cheaper, Amazon Textract or Azure AI Document Intelligence?

Neither publishes a list price — both quote. Ask each for the all-in first-year cost at your seat count, as one number, and compare those.

Get pricing for both

Tell us your ERP, seat count and must-haves and we'll come back with an independent view of what Amazon Textract and Azure AI Document Intelligence should each cost you — and whether a third option belongs on your shortlist.

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Amazon Textract vs Azure AI Document Intelligence

Invoice & Document OCR — full capability comparison

erpresearch.com · Independent ERP software comparison
erpresearch.com/erp-add-ons/ocr/amazon-textract-vs-azure-document-intelligence

	Amazon Textract	Azure AI Document Intelligence
Starting price	Pay-per-page API pricing, no subscription	Pay-per-page API pricing, no subscription
Deployment	Cloud	Cloud, On-premise, Hybrid
Company size	SMB, Mid-market, Enterprise	SMB, Mid-market, Enterprise
Stated ERP integrations	None listed	Microsoft Dynamics 365
Vendor	AWS	Microsoft

OCR & Recognition Engine

Capability	Amazon Textract	Azure AI Document Intelligence
Printed text OCR	Core strength	Core strength
Handwriting & cursive recognition	Supported — English handwriting	Core strength — Read model: printed and handwritten text extraction
Multi-language text recognition	Not evidenced	Supported — Read model supports a broad language set
Checkbox / selection-mark detection	Core strength — Selection element (checkbox/radio) detection	Core strength — Selection-mark (checkbox) detection
Barcode & QR code reading	Not evidenced	Supported — Barcode extraction add-on
Signature detection & verification	Supported — Signature detection with location and confidence	Not evidenced
Scan image pre-processing	Not evidenced	Not evidenced

Document Classification & Splitting

Capability	Amazon Textract	Azure AI Document Intelligence
Automatic document type classification	Partial — AnalyzeLending classifies mortgage/loan document types only	Supported — Custom classification model to detect and route document types
Template-free classification	Not evidenced	Supported — Custom neural model for mixed structured/unstructured documents
Multi-document batch splitting	Not evidenced	Not evidenced
Mixed-batch processing	Not evidenced	Not evidenced
Custom classifier training	Not evidenced	Core strength — Custom classification model; label-based training via Document Intelligence Studio

Structured Data Extraction

Capability	Amazon Textract	Azure AI Document Intelligence
Key-value pair extraction	Core strength — Form extraction as key-value pairs	Core strength — Key-value pair extraction add-on
Table & line-item extraction	Core strength	Core strength — Table extraction with cell-level structure
Header field extraction	Supported	Supported
Custom / configurable field extraction	Supported — Custom Queries adapters to tune extraction	Core strength — Query fields extract specific named fields on demand; custom template/neural models
Per-field confidence scoring	Core strength	Not evidenced
Bounding-box / coordinate output	Core strength	Not evidenced
Natural-language query extraction	Core strength — Plain-language queries; up to 30 per page async	Supported — Query fields extract specific named fields on demand

Pretrained Business Document Models

Capability	Amazon Textract	Azure AI Document Intelligence
Invoice extraction model	Core strength — AnalyzeExpense	Core strength
Receipt & expense extraction model	Core strength — AnalyzeExpense for receipts	Core strength — Receipt model
Purchase order extraction model	Not evidenced	Not evidenced
Identity document model	Core strength — AnalyzeID for passports and US driver's licenses	Supported — Credit card and identity (passport/ID/driver's license) models
Bank statement extraction model	Supported — Query pretraining covers bank statements	Core strength — Bank statement, check, and pay stub models
Contract / agreement extraction model	Not evidenced	Core strength
Tax form extraction model	Supported — Query pretraining covers W-2s	Core strength — US tax forms: W-2, 1098, 1099, 1040, unified US tax
Specialized vertical document models	Supported — AnalyzeLending for mortgage/loan docs; insurance card queries	Supported — Health insurance card; US mortgage forms 1003/1004/1005/1008

Model Customization & Continuous Learning

Capability	Amazon Textract	Azure AI Document Intelligence
Custom model training	Not evidenced	Core strength — Custom neural, template, and composed models
Low-code / no-code model builder	Not evidenced	Core strength — Document Intelligence Studio no-code visual exploration and labeling
Continuous learning from feedback	Not evidenced	Not evidenced
Zero-shot / few-shot extraction	Not evidenced	Not evidenced
Model accuracy evaluation	Not evidenced	Not evidenced

Human-in-the-Loop Review

Capability	Amazon Textract	Azure AI Document Intelligence
Review / validation workstation	Supported — Human-in-the-loop review via Amazon A2I	Not evidenced
Confidence-based field routing	Supported — A2I routes low-confidence extractions to reviewers	Not evidenced
Exception queue management	Not evidenced	Not evidenced
SLA-driven accuracy targeting	Not evidenced	Not evidenced
Double-blind / QA auditing	Not evidenced	Not evidenced

AP & Financial Document Automation

Capability	Amazon Textract	Azure AI Document Intelligence
2-way / 3-way PO matching	Not evidenced	Not evidenced
Duplicate invoice detection	Not evidenced	Not evidenced
Automated GL & tax code assignment	Not evidenced	Not evidenced
Approval workflow routing	Not evidenced	Not evidenced
Vendor / master-data matching	Not evidenced	Not evidenced
Fraud & document forgery detection	Not evidenced	Not evidenced
E-invoicing / statutory compliance formats	Not evidenced	Not evidenced
Straight-through (touchless) posting	Not evidenced	Not evidenced

Platform, Ingestion & Developer Tooling

Capability	Amazon Textract	Azure AI Document Intelligence
Low-code workflow / pipeline builder	Not evidenced	Supported — Power Automate / Power Apps connector for building flows
Multi-channel document intake	Not evidenced	Not evidenced
Webhooks & async event notifications	Not evidenced	Not evidenced
RPA platform connectors	Not evidenced	Not evidenced
REST API access	Core strength	Core strength
Multi-language SDKs	Supported — Accessible via AWS SDKs (boto3, Java, .NET, JS, etc.)	Core strength — SDKs for C#/.NET, Python, Java, and JavaScript
Sandbox / live test environment	Not evidenced	Supported — Document Intelligence Studio visual exploration
Mobile / embedded capture SDK	Not evidenced	Not evidenced

Security, Compliance & ERP Integration

Capability	Amazon Textract	Azure AI Document Intelligence
SOC 2 / ISO 27001 certification	Not evidenced	Not evidenced
Encryption at rest & in transit	Core strength — Encryption of content in transit and at rest	Not evidenced
Role-based access control & audit trails	Supported — IAM-based access control; API activity logging via CloudTrail	Not evidenced
On-premises / private-cloud deployment option	Not evidenced	Core strength — Docker container deployment (connected and disconnected)
Data residency controls	Not evidenced	Not evidenced
PII masking / redaction	Not evidenced	Not evidenced
Prebuilt ERP connectors	Not evidenced	Not evidenced
iPaaS connectivity	Not evidenced	Supported — Power Automate / Power Apps connector

“Not evidenced” means our research found no public documentation of this capability — the vendor may still offer it. Confirm on a demo. Sourced from vendor documentation and marketplaces; verify against your ERP version. © ERP Research — independent, no vendor sponsorship.