Space Performance Intelligence for Real Estate Planners

## The problemDevelopment, asset management, and strategy teams in commercial real estate make capital decisions every week — what to build, what to renovate, how to configure space — largely on intuition and static reports. Portfolio-wide evidence about which space characteristics actually perform better gets locked in spreadsheets and personal experience.## What this app doesA planning workspace that turns lease and space data into a portfolio-wide evidence base. Pick an attribute (unit type, layout, floor tier, size band) and see how it correlates with rent, vacancy duration, and renewal rate. Compare configurations side by side. Filter by building or period to test whether a pattern holds. The app surfaces top correlated attributes on load so users land on insight, not an empty filter panel.## Key takeaways- Pattern surfacing replaces blank-slate dashboards- Side-by-side comparison of attribute configurations- Plain-language summaries connect charts to planning decisions- Outlier detection flags spaces that break expected patterns## Who it's forDevelopment, asset management, and portfolio strategy teams at commercial real estate operators who want their renovation and capital reviews informed by evidence, not anecdote.