How to Extract Data from Real Estate Contracts Using AI

Convert PDF purchase agreements into structured, actionable data in 30 seconds โ€” no manual data entry required.

๐ŸŽฏ What You'll Learn

Try AI Extraction Free โ†’

Why Manual Contract Data Entry Is Killing Your Productivity

Real estate agents and transaction coordinators spend 2-4 hours per deal manually typing contract data into their systems:

At 10 deals per month, that's 20-40 hours of data entry โ€” work that adds zero value to your clients and burns out your team.

What Is AI Contract Extraction?

AI contract extraction uses machine learning to read PDFs, DOCX files, and even scanned images, then automatically identifies and structures key data fields:

Data Category Fields Extracted
Parties Buyer names, seller names, agent names, brokerage info, contact details
Property Address, legal description, parcel number, property type
Financial Purchase price, earnest money, closing costs, commission splits
Dates Contract date, closing date, possession date, contingency deadlines
Contingencies Inspection period, financing contingency, appraisal contingency, sale of home contingency
Jurisdiction State, county, applicable contract version (MAR, FAR/BAR, TREC, etc.)
๐Ÿ“Š Verified Accuracy: PrimaCoda's AI contract extraction has a 100% pass rate on published evals. View our public eval results โ†’

The 4-Step AI Contract Extraction Process

Step 1: Upload Your Contract

Drag and drop your PDF, DOCX, or scanned image into the AI extraction interface. The system accepts:

Pro tip: Even phone photos of signed contracts work. The AI uses OCR (optical character recognition) to read text from images.

Step 2: AI Processes in 30 Seconds

The AI reads every page of your contract and identifies:

The extraction runs on specialized models trained specifically on real estate contracts, not generic document AI.

Step 3: Review Extracted Data

The AI presents structured data in a verification interface:

Edit any field with a single click. The AI learns from corrections to improve future extractions.

Step 4: Auto-Generate 108 Deadlines

Once data is verified, the system automatically:

Result: A complete transaction with all deadlines tracked โ€” from the contract date through post-closing.

What Makes PrimaCoda's Extraction Different

Feature Generic OCR Tools PrimaCoda AI
Real estate contract training โŒ Generic document models โœ… Trained on purchase agreements
State-aware extraction โŒ No jurisdictional context โœ… Recognizes MAR, FAR/BAR, TREC, etc.
Deadline calculation โŒ Extracts text only โœ… Auto-calculates 108 checkpoints
Published accuracy evals โŒ Black box accuracy claims โœ… 100% pass rate public
Multi-document support โŒ One file at a time โœ… Upload 2-10 files, AI merges data

State-Aware Extraction: How It Works

Real estate contracts vary by state. PrimaCoda's AI recognizes which contract version you're using and applies the correct rules:

State Contract Type Key Extraction Rules
Missouri MAR Residential Sale Contract 10 business day inspection, 2-day earnest money
Kansas KREC Purchase Agreement 15 calendar day inspection, 5-day earnest money
Illinois Illinois REALTORS Contract 5 business day inspection, 5-day attorney review
Texas TREC One to Four Family 10-day option period, option fee extraction
California C.A.R. Residential Purchase Agreement 17-day contingency removal default
Florida FAR/BAR Contract 15-day inspection period standard

Real-World Extraction Example

Input: 18-page PDF purchase agreement (scanned, not searchable)

AI Output (30 seconds):

Auto-Generated: 108 checkpoints with Missouri-specific deadlines, all dates calculated from contract terms.

API Access for Developers

Want to integrate contract extraction into your own systems?

POST https://halinc.tech/api/ai/extract-contract
Content-Type: multipart/form-data
Authorization: Bearer YOUR_JWT_TOKEN

file: @purchase_agreement.pdf

Response:
{
  "transaction": {
    "parties": { ... },
    "property": { ... },
    "financials": { ... },
    "dates": { ... },
    "checkpoints": [ ...108 items... ]
  }
}

View full API documentation โ†’

Accuracy Guarantees

We publish our extraction accuracy because we're confident in the results:

๐Ÿš€ Start Extracting Contract Data with AI

Join real estate agents and brokerages saving 10+ hours per transaction with AI-powered contract extraction.

Start Free Trial โ†’

Starter plan: $99/mo (5 transactions) | Professional: $199/mo (20 transactions) | Business: $299/mo (unlimited)

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