The office market is still debating how often people should come in. At the same time, AI is changing how work actually happens. Those two conversations are moving at different speeds — and that gap is starting to matter.
Work isn’t disappearing at the rate headlines suggest. It’s being restructured at a rate the built environment hasn’t caught up to.
That shift is easy to miss if demand is still measured in square footage or attendance. It becomes clearer when you look at how work is actually getting done.
Offices weren’t designed for variability
The modern office was designed for consistency.
Work moved in a steady, predictable flow. Tasks were distributed across teams, time was structured, and productivity was tied — directly or indirectly — to presence. Space followed that logic. Floors were built for uniform use, leases assumed stability, and value was measured by how fully and how often space was occupied.
It was a system optimized for repetition because the nature of work demanded it.
AI is breaking office rhythms
Presence and production were closely linked. Work unfolded over time, and being physically together supported the process of getting it done.
AI begins to separate those two.
It increases the speed and volume of output — drafts, analyses, options, and recommendations can now be generated quickly and in parallel. The constraint is no longer the ability to produce the work, but deciding what to do with it.
Less time is spent getting to an answer. More time is spent choosing between answers, aligning around a direction, and committing to a course of action.
Generating options can happen anywhere. Resolving them cannot.
Choosing what matters, pressure-testing assumptions, and aligning a group around a decision requires context, trust, and real-time interaction. It depends on how people respond to each other as much as what they know. That is where human presence adds value.
People do not need to be together to produce the work. They need to be together when the work requires resolution — when ambiguity needs to be reduced, trade-offs need to be made, and direction needs to be set.
That changes how space is used. The office is no longer supporting a continuous flow of activity. It is supporting the moments where outcomes are determined.
Changes in space demand
This is where the gap begins to widen.
Most office space is still designed — and priced — for consistency. It assumes a relatively even pattern of use, where value is created through regular occupancy over time. Demand is no longer showing up that way.
Utilization data makes the disconnect clear. Kastle Systems’ Back to Work Barometer shows office occupancy averaging roughly 50–60% across major U.S. markets—well below pre-2020 levels that typically exceeded 90%. At the same time, data from CBRE Group shows U.S. office vacancy rates remaining near historic highs, even as leasing activity has picked up.
A closer reading of this suggests demand has changed form. Companies are not simply using less space. They are using space more selectively, more intentionally, and often more intensely when they do.
The issue is that most supply has not adjusted to meet that pattern. For landlords, this creates a structural challenge.
Outcomes over occupancy
Assets built for steady, predictable use struggle when demand becomes variable and concentrated. Space that performs well under a model of consistent occupancy can feel misaligned when its value is tied to moments rather than minutes.
The question is no longer limited to how to fill space. It extends to whether the space is designed to support the kinds of interactions that now drive performance.
That requires a different product.
For occupiers, the shift is just as significant.
As AI compresses large portions of individual work, the office is no longer required as a default setting for daily productivity. Its role becomes more specific and more strategic.
The question shifts from how much space is required to support work to when space meaningfully improves outcomes.
In that context, bringing people together is not the objective. The outcome of that time together is what matters. That level of intentionality is still emerging across most organizations and portfolios. The market is still catching up to this reality.
Fewer moments, higher stakes
Much of the current conversation continues to focus on policies, attendance, and return-to-office mandates. These are surface-level responses to a deeper shift in how work is structured.
AI is narrowing and sharpening the conditions under which offices create value. In doing so, it is exposing a gap that has less to do with how much space exists, and more to do with how well that space aligns with the work now taking place.
The next phase of value in office real estate will not be driven by how consistently space is used, but by whether space is aligned with the moments where human performance compounds.
Those moments are becoming less frequent — and more important. What comes next will be defined by building environments that are worth coming together for.
