Imagine not having to run a report every time you have a question
A real estate data warehouse stores years of property data in a clean, organized structure — so your team can answer portfolio questions in seconds instead of hours.
Questions your data warehouse answers instantly
Just like NFL broadcasters have decades of stats ready in milliseconds, a real estate data warehouse keeps all your PMS, accounting, and operational data organized so any question gets a fast, accurate answer.
- How many times has Tenant X been late by more than 10 days on rent?
- How many work orders are currently open longer than 20 days?
- How much business have we done with Vendor X, and has it been increasing?
- How does vacancy for 2BR-2BA units compare with 2BR-1BA? Is the gap growing?
- What's our NOI-to-OpEx ratio for the entire portfolio — and which properties are below average?
- How many leads convert to leases? Is the ratio better from Craigslist vs. apartments.com?
From raw PMS data to clean, organized insights
Pull the data
We start by pulling the most commonly used reports — every P&L since the property opened, every GL transaction, every lease, every work order — and loading all rows and columns into the warehouse.
Organize it
Once loaded, data is structured using SQL so any question can be answered easily. We build lookup tables, relate entities (property ID, GL account, vendor, date), and create a logical model your team can query.
Translate it
Raw PMS data is written for machines — cryptic field names, coded IDs. We translate everything into readable formats, clean labels, and logical report titles so dashboards are self-explanatory.
Ready to build your data analytics competency?
Let's talk through your portfolio and design the right data warehouse for your team.