The workplace is changing faster than most floor plans can keep up. Here is how to stop designing for yesterday. 

Two forces are permanently reshaping what organizations need from their office space, and both are accelerating. The first is familiar: hybrid and distributed work have decoupled presence from employment. People simply are not in the office every day anymore, and the ones who are there are doing different things than they were a decade ago. The second is newer and less discussed, but its impact on space needs will be just as significant: artificial intelligence is beginning to drive real reductions in administrative and support roles. Organizations that once needed large back-office floors to process, analyze and coordinate information are finding that AI does more of that work faster and cheaper. Headcounts are shrinking. The nature of the work that remains is shifting toward judgment, relationship and creativity. 

For building owners and managers, this is a direct challenge to how space is programmed, designed and managed—and to the conventional methods most organizations still use. Those methods were not built for this environment. If you want to design, deliver or manage space that performs over the life of a lease, here are five principles that need to replace them. 

Stop counting heads. Start measuring presence.

The most expensive mistake in workplace design is treating headcount as a proxy for space need. It is not. Headcount tells you how many people are on payroll. Presence tells you how many are simultaneously in the building—and those are very different numbers. 

Utilization studies consistently show that simultaneous presence in a conventional office rarely exceeds 50% to 60% of headcount, even before hybrid work became the norm. In many organizations today, peak presence runs closer to 40%. When you design for 100% headcount, you guarantee that a significant portion of your floor sits empty at virtually all times—not as useful flex capacity, but as assigned, underperforming real estate. 

Presence data—gathered through badge access records, utilization sensors, observation, or even using national industry averages— is the best foundation for a space program. Every other calculation follows from it. 

Your organization is not as unique as you think.

Every client says it: “Our situation is different.” And in one sense, they are right—the subject matter, culture and the industry varies. But if your staff are knowledge workers, the actual inventory of what they do on any given day is remarkably consistent across organizations. 

They are working alone, almost certainly at a screen. They are on a call. Or they are in a meeting. That is essentially the complete list. The work may be about cancer research, financial compliance or university admissions—but the spatial needs that work generates are not nearly as unique as people believe. The diversity of work is in the content, not in the container. And it is the container we are designing. 

Recognizing this is not about dismissing an organization’s culture. It is about resisting the pressure to over-customize a program around perceived differences that do not translate into different space needs. Every knowledge worker needs a place to work alone and a place to work with others. The ratios shift. The fundamentals do not. 

Replace status-based assignments with settings-based design.

Conventional programming encodes organizational hierarchy in permanent construction. Vice presidents get private offices. Directors get smaller private offices. Everyone else gets a workstation. The result is a floor plan that reflects last year’s org chart and becomes a source of friction the moment anything changes—and things always change. 

A settings-based approach replaces assigned space with a range of settings designed to support the full spectrum of how work happens: reservable spaces for individual work, spaces for group work in various sizes and configurations, and shared community spaces that support informal connection and collaboration. No seat belongs to any individual or department. The floor serves whoever needs it, for whatever they are doing, on any given day. 

This is a response to the reality that headcounts will keep shifting—especially as AI continues to reduce the need for administrative roles. A settings-based floor plan absorbs those changes without renovation. 

Let innovation drive the program—not habit, not convention.

A progressive workplace strategy replaces the conventional programming sequence with an innovative data-driven process. It begins with a Learning Session that aligns leadership around the three drivers of modern workplace performance—innovation, engagement and space utilization—before a single square foot is calculated. It continues with a Workplace Attribute Survey that serves two purposes. First, it aligns the organization’s actual goals and priorities with the design process—so the space that gets built reflects what the organization is trying to achieve, not just what the designer assumed. Second, it establishes a baseline against which solutions can be evaluated, both during design and after occupancy. Most conventional programming processes produce neither of those things. 

The heart of the process is the Progressive Workplace Worksheet—a proprietary tool that applies actual or estimated presence data, along with survey results, to a three-tier seat calculation: individual settings, group settings and community settings. Every setting type is sized against real numbers and validated against the building. The result is a data-driven area program that is typically 40% to 60 % more space-efficient than a conventionally programmed floor. 

Position space with behavior in mind, not org charts.

A correct seat count is only half the work. The final step is a concept layout that positions every setting using Space Syntax—a research-based method that maps how people naturally move through and use a building. Collaborative settings land along primary paths. Spaces for individual work land in quieter zones. Community spaces should sit at the crossroads—positioned where all paths converge, so encounters and connections happen naturally rather than by invitation. 

This is not intuition. It is geometry in the service of behavior—and it is what makes the numbers from the worksheet perform on the floor. 

What This Looks Like in Practice

A recent project for a major research university illustrates what this process delivers under the most challenging conditions. The existing floor plan had been designed for a conventional administrative department of 79 employees—private offices, assigned workstations and the standard formula. That department has since been replaced by a rotating mix of innovation startups and research teams with a total headcount of about 150—nearly double—whose composition, size and space needs are in permanent flux. Conventional programming was essentially useless here. The unknowns were not just significant—they were the defining condition. 

Applying the Progressive Workplace Worksheet, the program came out to 225 seats across all three setting tiers—accommodating almost twice the headcount in approximately 10,000 net square feet, compared to the 15,300 square feet a conventional program would have required. No seat is assigned to any individual or team. As teams turn over, grow, shrink or disappear entirely, the floor plan absorbs them without a single wall moving. 

The design responds to that instability with settings built for temporary ownership. A central plaza sits at the crossroads of all major paths—the natural gathering point for a community that is always changing. Reservable flex offices allow individuals and teams to camp out for the day without claiming permanent territory. Booth seating provides semi-enclosed spots for focused work or video calls. Quiet individual work areas ring the perimeter, away from the energy of the center. Conferencing technology is embedded throughout—not confined to a single room that must be booked a week in advance. 

The Bottom Line

If tenants are still programming their space from headcount and status, they are designing for a world that no longer exists. The pressure is only increasing—from hybrid schedules, AI-driven headcount reductions and the simple reality that organizations change faster than buildings do. 

Building owners and managers who can offer a better process—one that is rigorous, transparent, and built around how work happens—will be the partners their tenants call first. Those who keep delivering conventional layouts will find themselves managing space that stops performing before the lease is up. 

The five principles above are not a trend. They are the right way to design for the unknown. And for your tenants, the cost of ignoring them is already accumulating. 

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