AI for PropTech
TestFit logo

TestFit

Generative design platform that automates real estate site planning and feasibility analysis, producing optimized layouts in minutes instead of weeks.

Last reviewed 6/2/26

Category: Construction & Development Estimating
Tags: generative-designsite-planningfeasibilitymassing
AI

How TestFit uses AI[1][2]

Generative design AI autonomously tests site layouts against project constraints, then ranks the results by the financial and physical KPIs developers care about.

  • Generates many site plan variations in seconds from a single set of inputs
  • Optimizes against zoning, setbacks, parking ratios, FAR, and dwelling units per acre
  • Ranks solutions by KPIs including unit count, FAR, yield on cost, and parking ratio
  • Validates each layout in real time against the deal's pro forma
  • Learns from user edits to combine generated solutions in new ways
  • Automates takeoffs for parking, infrastructure, and earthwork to surface cost early

AI type: Generative Design, Optimization

Founded

2016

Headquarters

Dallas, TX

Stage

Series A

Employees

51-200

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