The Category Hub

Data & Digital Infrastructure for NOI + AI

The systems inside a property affect cost, tenant experience, risk, and the usefulness of AI. The more control you have over the infrastructure and data underneath them, the more options you have later.

If you don't own your data & digital infrastructure, your vendors do.

Add $500–$600 per door per year in multifamily, or $0.60–$0.90 per rentable square foot per year in multi-tenant office. See the math →

At a glance

Why the Foundation Matters for AI

AI is only as useful as the data it can access and the rules it has to follow. Reliable data, controlled infrastructure, and clear permissions make it easier to use different AI tools without giving up control of the property.

Your Next Step

Start With the Property You Already Own

We’ll map the infrastructure, data, and dependencies before you decide what should change.

  • What data & digital infrastructure you actually own, and what your vendors do
  • Where recoverable NOI is sitting in your buildings, and what it's worth at refi or exit
  • Where operational burden stacks up against your KPIs, and which plays close the gap
  • The top 3 monthly plays you'd actually run, utilities, insurance, occupancy