The market spent most of this decade waiting for rates to come down. They are not cooperating. With the odds of a Fed hike sitting near 90% following a hotter-than-expected inflation report, and the ten-year Treasury pressing toward 5%, the working assumption for owners has quietly flipped. Capital is going to stay expensive. Underwriting tolerance is going to stay thin. And the properties that clear a refinance or an exit on good terms are going to be the ones that can prove what is happening inside the asset.
That last part is where most owners are exposed, and it has nothing to do with the rate. It has to do with data.
The rate is not the problem. The uncertainty premium is.
When a lender or a buyer underwrites your asset in a high-rate environment, they are not just pricing the debt. They are pricing their confidence in your numbers. Every gap in your operating story becomes a place where they add margin to protect themselves. Thin visibility into expense trajectory, unclear tenant retention risk, a capital plan you cannot substantiate: each one gets priced against you as uncertainty, and uncertainty is expensive when money is expensive.
This is the part that does not show up on a rate sheet. Two identical buildings can walk into the same refinancing with the same NOI and walk out with different terms, because one owner can defend the operating numbers line by line and the other is handing over lagging summaries and hoping the diligence team does not dig. The lender is not being unfair when this happens. They are doing exactly what any disciplined underwriter does with incomplete information, which is to protect the downside by pricing what they cannot verify. The owner who removes that ambiguity gets the benefit of the doubt priced in their favor. The owner who cannot removes nothing, and the margin stays.
The Trepp team recently reported that office operating expenses outgrew revenues every year from 2021 to 2025. Sit with that for a second. For five straight years, the expense line moved faster than the revenue line across the office sector. In a low-rate world, an owner could absorb that drift because cheap refinancing papered over a lot of operational slack. In a higher-for-longer world, that drift is the difference between a coverage ratio that holds and one that does not.
DSCR resilience is an operating data problem now
When loans written at 3 to 4 percent reprice into a 7 percent world, debt service coverage stops being a formality and becomes the whole conversation. A $30.6 billion multifamily maturity test and continued office distress are the visible edge of that repricing, and the outcome for any individual asset comes down to a simple question: can the expense line hold while the debt service climbs?
You cannot answer that question from a monthly summary that lands three weeks after the month closes. By the time a lagging report tells you utility costs are trending up or a major tenant is quietly reducing footprint, the coverage math has already moved. The asset manager is left explaining a number instead of managing toward one.
Consider what the delay actually costs. A utility cost that starts drifting in January but does not surface in a summary until late February gives an owner two months of silent expense creep before anyone can act, and by then the corrective options have narrowed. Multiply that lag across a dozen operating line items and the coverage ratio erodes in ways that only become visible once they are already priced into the next refinance. Speed of visibility is not a convenience here. It is the difference between managing an expense trajectory and reporting one after it has already done its damage.
This is the gap between running the building and running the investment. Property management keeps the lights on. Asset management is accountable for the coverage ratio, the refinance, and the exit. Those two jobs need different data at different speeds, and the AM has historically been stuck with whatever the operating systems happened to surface, filtered through vendor platforms the owner does not control.
The data you cannot reach is the data that costs you
Here is the uncomfortable truth underneath all of this. Most of the operating data that determines your valuation is technically being collected right now. It is sitting inside building systems, metering platforms, access control, property management software, and a dozen vendor tools. The problem is not that the data does not exist. The problem is that the owner cannot reliably reach it, normalize it, trust it, or carry its history forward.
If you don't own your data & digital infrastructure, your vendors do.
That is not a slogan. It is a description of what happens in diligence. When a buyer's team asks for three years of clean, normalized operating history and you have to file a request with a vendor to export it, or worse, reconstruct it from disconnected reports, you have just revealed that the intelligence about your own asset is not actually yours. It belongs to the platforms that collected it. And every hour of reconstruction, every unexplained gap, every version that does not reconcile becomes another reason for the other side to hold price.
The cost of that fragmentation is not always abstract. In a PPP Review of a 400,000 square foot office property, we found roughly $300,000 of redundant fiber infrastructure, parallel backbones nobody could explain, each sitting under a different vendor's control. Nobody had set out to waste that money. It accumulated one vendor decision at a time, in a data & digital infrastructure environment where no single party, least of all the owner, had a complete picture. That is what fragmentation looks like when you finally get to see all of it at once, and it is exactly the kind of finding a diligence team loves to discover on your behalf.
The multifamily sector's response to rising Treasury yields has been telling. Operators are seeing cap rate expansion even where property fundamentals are improving, because the capital markets are pricing uncertainty faster than the operating performance can prove itself out. The owners who can close that gap, who can put trustworthy, portable operating data in front of the market before the market prices against them, are the ones protecting valuation in a hostile rate environment.
The data moat is the ability to prove
The strategic point is simple. In a low-rate world, cheap capital forgave a lot of operational ambiguity. In a higher-for-longer world, the ability to prove what is happening inside your asset, on demand and in a form you control, is a valuation input. Not a nice-to-have. A valuation input that flows directly into your refi terms, your diligence outcome, and your exit price.
That is a data and digital infrastructure problem, and it is the problem OpticWise was built to solve. It starts with owning the foundation. Our managed data & digital infrastructure work establishes secure, owner-controlled connectivity and collection, so the operating data your building generates lands in a consistent, normalized model that you own rather than rent. That is Layer 1: the foundation, built on our SIC® platform and BoT® (Building of Things®) approach.
Then the intelligence layer sits on top. Property Brain™ turns that owned foundation into governed, trustworthy, portable operating intelligence, and as you standardize it across assets, Property Brain™ becomes Portfolio Brain™. You get to prove your operating story with data you control, and you get to swap decision tools, lenders, and buyers without losing the history that underwrites your value.
How the PPP 5C™ plan maps to a valuation defense
The path is deliberately sequential. Our Peak Property Performance® framework and the PPP 5C™ plan give an asset manager a way to build this before the next maturity date arrives.
Clarify. A PPP Review defines the success metrics that matter to your capital story, maps where operating data actually lives, identifies where value is leaking, and documents what is trustworthy and portable today. This is the diligence rehearsal you run on your own terms instead of the lender's.
Connect. Establish secure, owner-controlled connectivity that repeats from property to property, so you are not rebuilding the plumbing at every address.
Collect. Capture and normalize the operating data into a consistent model you can reuse, which is what turns three years of raw building output into a clean history a diligence team can trust.
Coordinate. Govern identity, access, privacy, lineage, and retention, so the data has a defensible chain of custody when someone underwrites against it.
Control. Enable your analytics, your lender's requirements, and your chosen decision engines to act on that data under your permissions, so the intelligence works for you and moves with you.
Run that sequence and the refinance conversation changes. Instead of defending a summary, you are handing over a clean, owned, normalized operating record that removes the uncertainty premium a nervous lender would otherwise price in. The math on the other side is worth remembering: at typical cap rates, every dollar of recoverable, provable NOI translates into roughly fifteen to twenty-five dollars of asset value. The operating expense you can substantiate and control is not just a coverage-ratio input. It is capitalized value that shows up at every refinance and every exit.
The window is now, not at maturity
The owners who wait until a loan is 90 days from maturity to think about their operating data will discover that trustworthy history cannot be manufactured on demand. It has to be built and governed over the hold period. Capital staying expensive is not a temporary condition to wait out. It is the environment we are underwriting in now, and the asset managers who treat operating visibility as a valuation discipline rather than an operations afterthought are the ones who will clear their refinances and exits on the best available terms.
Start with one property. Run the review, establish the owned foundation, prove that your operating data is trustworthy and portable, and put yourself in a position where the next lender or buyer prices your confidence instead of their uncertainty.
Own your data & digital infrastructure. Operate with strategic foresight. Build for the long game.
