Upgrade AI-Based Land Feasibility Reporting System

Hi,

I am working with a construction company that generates feasibility reports for land parcels across the United States.

Currently, we use ChatGPT along with publicly available data sources, including:

County / City Public Records Portals
GIS Maps
Zoning Ordinance Documents
Flood & Wetland Data Sources
Utility Availability Maps
Google Maps / Satellite Images

We have already built a basic AI agent, but it is only ~70% accurate, and the image extraction + report generation is not working properly.

We are looking for an experienced freelancer to improve or rebuild the entire AI-based feasibility system.

Scope of Work:

The system should:

1. Input Handling
Accept US property address (even incomplete or unformatted)
Automatically detect:
City
County
Jurisdiction
2. Data Extraction

Fetch and structure data from relevant public sources:

Property Details
Owner Name
Parcel Number
Lot Size (acres / sqft)
Legal Description
Zoning Code
Property Status
Zoning & Setbacks
Pull from city ordinance sources
Include:
Setbacks (front, rear, side)
Height restrictions
Allowed development types
3. Utilities & Infrastructure
Electricity availability + provider
Water availability (city / well)
Sewer / Septic status
Utility connection fees (if available)
4. GIS & Environmental Data
Flood Zone
Wetland Status
Protected zones (if applicable)
Sewer / septic map overlays
Nearby comps / neighborhood insights
5. Image Capture (CRITICAL REQUIREMENT)

This is our main problem area.

The system must:

Capture relevant images from:
GIS maps
Google Maps / Satellite
Public portals
Ensure images are:
Correct for the property
High quality
Properly labeled
Embed images into the final report correctly
6. Report Generation
Generate a professional report (DOCX / PDF)
Structured sections like:
Lot Details
Zoning
Utilities
GIS Analysis
Development Potential
Clean formatting with images embedded (not broken links)
7. Web Application (Required)

We want this system to run on our company website:

User Login System
Address Input Form
Report Generation Dashboard
Download Report (PDF/DOCX)
Payment Integration (Pay-per-report model)
Current Issue (Important):
Existing system gives partial correct data
Images are incorrect or not embedded properly
Output format is inconsistent (HTML not converting cleanly to report)