Field Extraction

Azure AI Document Intelligence

Use prebuilt or custom models to extract document fields and their source regions.

At a glance

Input
PDF and images; other formats depend on the model
Output
JSON
Provenance
Page and region information
Scanned pages
Supported
Deployment
Cloud API
Availability
Commercial
Costs to plan for
Usage-based

Limitations to check

Read models and industry-specific models can have different language and format coverage. Validate every required field.

Build a meaningful sample

Include your hardest pages: low-quality scans, missing fields, dense tables, and evidence split across pages. Validate output correctness separately from citation accuracy.