The core engine automatically generates multiple building massing and layout options by processing user-defined site constraints and program requirements in seconds.
Users can explore generated site plans in a detailed, interactive 3D environment, allowing them to visualize building massing, context, shadows, and relationships to the site.
Each generated option comes with a comprehensive dashboard displaying key financial and design metrics like gross area, unit count, parking stalls, efficiency ratio, and estimated project valuation.
After an AI-generated base option is selected, users can manually tweak parameters like building height, unit mix, or courtyard size, with the system enforcing zoning rules to keep the design compliant.
Users can export their finalized plans in various formats, including 2D PDFs for permits, 3D SketchUp models for visualization, and CSV data sheets for financial modeling.
A real estate developer evaluating a land purchase uses TestFit to quickly determine the maximum allowable density and unit mix under local zoning. By inputting the parcel size and zoning code, they generate dozens of massing options in minutes, comparing unit counts and estimated project values to assess the land's financial viability before making an offer, significantly de-risking the acquisition.
An architecture firm in the early schematic design phase uses the tool to rapidly explore multiple massing and orientation options for a client's site. The AI generates code-compliant base masses that the architects then refine and adapt, saving weeks of manual drafting and allowing them to present a wider range of thoughtful, data-backed concepts to the client early on.
A municipal planner or urban design consultant uses TestFit to model the potential impact of proposed zoning changes. They can test how different Floor Area Ratio (FAR) or height limits would affect the built form of a neighborhood, creating visual and quantitative outputs that help communicate policy implications to stakeholders and the public in an accessible way.
A developer focused on build-to-rent projects uses the tool to meticulously optimize parking layout and building efficiency. By adjusting parking ratios and stall configurations within the AI constraints, they can maximize leasable area and minimize costly parking construction, directly improving the project's bottom line and operational efficiency.
A project manager preparing for an investment committee meeting uses TestFit to create clear, compelling visuals and data tables. They export 3D massing models and feasibility reports that succinctly show why one site plan option was chosen over others, providing a data-driven narrative that accelerates internal approvals and secures client buy-in.
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