
Case Study
IC was approving renovation dollars without seeing the actual unit-level economics. We built the models that changed that.
$3B
AUM
Unit-Level
MCI/IAI Modeling
Days → Hrs
IC Packages
Eliminated
Reconciliation
Sector
NYC Rent-Regulated Multifamily
Scale
$3B AUM
Scope
Underwriting, Fund Model, Reporting
Timeline
12 months
Stack
NYC rent-regulated multifamily has economics that standard models skip entirely. MCI recovery is unit-specific. IAI payback depends on legal rent gaps, turnover probability, and regulatory caps.
This platform needed models that captured all of it at the unit level, a fund model that stayed current, and reporting that didn't take days to assemble.
The Challenge
MCI recovery is unit-specific: DHCR approval runs 12-24 months, amortization varies by building age, and rent adjustments interact with preferential rent. None of this was modeled.
IAI economics depend on the gap between legal and preferential rent, turnover probability, and regulatory caps. Two analysts on the same building produced materially different projections.
The fund model was a standalone workbook. Every reporting cycle started with manual reconciliation across dozens of properties.
IC needed deal, portfolio, and fund-level impact in one package. That package took days to build.
Models that missed regulatory economics
Unit-level precision across the portfolio
What We Built
The Outcome
Rent-regulated deals now underwrite with models that reflect actual unit-level economics. IC evaluates renovation spend against real recovery timelines. The fund model stays current without manual reconciliation. Every analyst works from the same framework.
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