Capital Planner

Built a financial planning tool that automated pipeline projections for 20+ buildings. Cut planning time by 90%. Gave investors clear, interactive views into project timelines and performance.

IndustryPropTechClientLeading PropTech CompanyRoleProduct ManagerYear2022
Capital Planner showcase

1→20+

Buildings in automated pipeline

90%

Reduction in planning time

±5%

Financial forecast variance

Interactive

Visual demos for investors

The Challenge

The team was doing financial projections building by building—manually. For a pipeline of 20+ buildings, the numbers were always incomplete, always late, and never accounted for how costs connected across the portfolio. Land acquisition costs lived in one place, building financials in another, timelines somewhere else. Investors needed clear projections, and we couldn't give them anything that held together. We needed a unified system, not a better spreadsheet.

The challenge

The Process

Broke this into three problems and tackled them sequentially:

1

Consolidated the entire planning process by pulling detailed building data—financials, timelines, and specific costs—into a single centralized system that updated dynamically across the pipeline. No more chasing numbers across spreadsheets.

2

Made land acquisition a first-class element in the planning model, capturing costs, timeframes, and assignments to specific buildings. This was the missing link—without it, pipeline projections couldn't reflect the full development lifecycle.

3

Designed interactive map-based visualizations that showed buildings rising over time, giving investors and internal teams an intuitive way to see pipeline progress and financial performance at a glance.

Process overview

The Solution

The Capital Planner replaced fragmented, manual financial workflows with a unified, automated system that dynamically updated pipeline-wide projections. Combining granular building data with early-stage land acquisition details significantly improved both accuracy and speed. The map-based visualizations became the way we communicated progress—investors could see the development timeline visually instead of parsing dense spreadsheets.

The solution

The Impact

The Capital Planner transformed how we did financial planning. We went from projecting one building at a time to running accurate forecasts across the entire 20+ building pipeline, cutting planning time by 90%. Investors got clear, visual insights into timelines and performance—which built real trust. The tool became the foundation for all our data-driven planning, and it set a new standard for how the organization communicated financial projections.

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