AI NOI Forecasting
The Problem
“Unreliable NOI forecasts hinder real estate decisions”
Organizations face these key challenges:
Fragmented, lagging data across PMS/GL/leasing/market sources causes stale forecasts and manual reconciliation
Excel-driven assumptions are inconsistent across assets and analysts, leading to biased underwriting and weak auditability
Limited ability to run timely, portfolio-wide scenarios (lease-up, renewals, expense shocks, tax/insurance spikes) and quantify forecast uncertainty
Impact When Solved
The Shift
Real-World Use Cases
Predict Property Values with AI Market Analysis
This is like having a super-analyst who instantly reads all recent property sales, market trends, and local data to tell you what a home or building is really worth today and in the near future.
AI Property Valuation & Automated Appraisal
This is like an always-on digital appraiser that looks at thousands of past property sales, current listings, and local market signals to estimate what a home or building is worth—instantly and consistently—rather than waiting days for a human-written appraisal report.