Azure Document Intelligence

Azure Document Intelligence Integration

Azure Document Intelligence (formerly Form Recognizer) allows Quickfire to extract structured data from PDFs and forms with high accuracy.

This is a key component of proposal and document automation.

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What This Integration Does

Azure Document Intelligence can:

• Identify fields and tables in documents
• Extract structured values
• Assist with proposal generation
• Support form-based workflows

It works best with cleaner, digitally generated PDFs but can complement OCR-based extraction.

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How It Shows Up in Quickfire

You’ll see its impact in:

• Proposal workflows
• Document parsing
• Automated field population
• Accounting and settlement extraction

Like LLM Whisperer, this runs mostly in the background.

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Configuration Overview

Configured under Settings → Integrations → Documents.

You’ll provide:

• Azure credentials
• Resource identifiers
• Optional model settings

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Why It Matters

Manual data extraction is slow and error-prone. This integration turns documents into structured inputs instead of obstacles.