AI Capital Expenditure Planning
The Problem
“CapEx planning lives in spreadsheets—so you’re funding the wrong projects and missing risks”
Organizations face these key challenges:
CapEx plans require weeks of manual data wrangling across CMMS/PM, accounting, leasing, and vendor quotes
Prioritization is subjective (who argues best), with inconsistent ROI assumptions and weak audit trails
Too many surprises: deferred maintenance turns into outages, compliance issues, and emergency spend
Scenario planning (interest rates, vacancy, refinancing, construction inflation) is too slow to inform decisions
Impact When Solved
Real-World Use Cases
AI for Finding High-Potential Real Estate Investments
It’s like giving every real-estate investor their own tireless analyst that quietly scans thousands of properties and markets in the background, then taps you on the shoulder when it finds deals that match your strategy and are likely underpriced or high-potential.
Transforming Commercial Real Estate Through Artificial Intelligence
This is about using AI as a super-analyst and super-assistant for commercial real estate: it scans market data, building information, and financials much faster than people can, then suggests better deals, pricing, layouts, and operations decisions for offices, retail, and industrial properties.