Real estate document intelligence platform hero

NDA project

Real Estate Document Intelligence Platform

ML platform converting unstructured property documents into structured investment signals using automated OCR

Industry

Real Estate

Location

USA

Platform

Web

Partnership model

Dedicated
Development Team

Client Context

In the U.S. real estate market, crucial investment data — foreclosure notices, REOs, tax liens, NODs — are often buried inside scanned images and government-issued PDFs.

Manually parsing these documents is slow, labor-intensive, and leads to missed opportunities.

Challenge

  • Unstructured Data Sources: PDFs and scanned images

  • Manual Processing Bottlenecks: Slow data extraction

  • Opportunity Detection Speed: Rapid market signal identification required

  • Data Quality Issues: Poor document quality hindered OCR accuracy

Real estate document intelligence demo

Solution

We developed an intelligent document processing pipeline that automates ingestion, OCR, ML-driven extraction, and signal generation, converting raw property documents into structured investment intelligence.

Team

  • 2x

    Python Developers

  • 1x

    Project Manager

  • 2x

    Data Engineers

  • 1x

    DevOps Engineer

  • 1x

    QA Engineer

  • 2x

    Python Developers

  • 1x

    Project Manager

  • 2x

    Data Engineers

  • 1x

    DevOps Engineer

  • 1x

    QA Engineer

What We Delivered

  • Automated document ingestion system

  • Web-based investor interface

  • OCR & image recognition pipeline

  • ML-powered opportunity detection

  • Structured text extraction engine

Timeline & Cost

Full breakdown is available under NDA

Discovery & Planning: 3–4 weeks

Architecture & Design: 4–6 weeks

Development: 4–6 months

Total Timeline: ~6–8 months

Discovery Phase: $25K–$40K

Design & Architecture: $40K–$70K

Development: $180K–$320K

Total Investment: $300K–$450K

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Impact & Results

Operational:

Eliminated manual document processing

Technical:

Scalable document intelligence infrastructure

Business:

Accelerated real estate opportunity discovery

Not sure where to start?

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Discovery Call