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Plan AI

AI property intelligence for owners and contractors.

Industry
Real Estate / PropTech
Platform
Web app
Services
Custom AI Application, Marketplace, Web Application
Stack
Next.js, React, AI analysis
pln-ai.app
Plan AI — Real Estate / PropTech

About

Plan AI combines zoning intelligence, AI cost estimation, and contractor matching to help owners make smarter property decisions in minutes, not months.

The platform has two sides: owners analyse renovation potential and post projects, and contractors find work and bid through a dedicated portal.

Challenge

  • Owners struggle to understand what they can build and what it will cost.
  • Zoning rules are complex and vary by location.
  • Matching owners with trustworthy contractors is slow and opaque.
  • Two very different user types needed their own experience in one product.

Timeline

Discovery01
1–2 weeks

Defined owner and contractor journeys and the AI analysis outputs.

AI prototype02
3 weeks

Renovation analysis and zoning lookups validated on real properties.

Platform build03
6 weeks

Owner and contractor portals, projects, and bidding.

Iteration04
Ongoing

Improving estimate quality and marketplace flow.

Our approach

  • Built instant renovation analysis that turns property details into recommendations.
  • Added zoning intelligence so owners see permitted options before they spend.
  • Created a bid marketplace with separate, role-based owner and contractor accounts.
  • Kept the experience simple: from property to plan to bids in a few steps.

Key features

Instant renovation analysis

AI-generated recommendations and cost estimates.

Zoning intelligence

Know what you can build before committing budget.

Plan & bid marketplace

Owners post projects; vetted contractors bid.

Dual portals

Dedicated workspaces for owners and contractors.

Tech stack

Next.jsReactAI analysisMarketplace

Results

  • Owners go from idea to costed plan in minutes.
  • Contractors get a steady pipeline of qualified projects.
  • One platform for analysis, planning, and hiring.

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