By Rachel Walls
At the recent CoreNet Global Summit in Anaheim, I had the chance to attend a compelling session by Tango titled “How AI is Changing Corporate Real Estate – From the Workplace and Beyond.” While there’s no shortage of buzz around AI in our industry, what stood out was the shift from abstract potential to tangible use cases with immediate implications—especially for those of us managing capital projects.
Predictive Insights That Actually Drive Action
One of the most powerful examples shared was how AI can uncover hidden patterns that shape workplace behavior. For instance, data showed that in parts of Europe, office attendance goes up when temperatures reach a certain threshold—people come to the office simply because it’s cooler than their homes. These kinds of insights move beyond anecdote or intuition into measurable, repeatable trends.
This type of predictive analytics has huge implications: If you can forecast usage patterns based on weather, season, or even product cycles, you can build smarter. Everything from mechanical systems and space allocation to furniture layout and booking logic becomes more dynamic.
Real-Time Responsiveness Is the New Baseline
These insights can feed directly into project planning, workplace strategy, and capital allocation. If we know, for example, that certain teams peak in-office during product launches or that Tuesday–Thursday will drive 80% of the foot traffic, we can:
- Rethink headcount-based sizing and instead design for time-based usage.
- Recommend flexible furniture systems or modular layouts to adapt seasonally.
- Integrate swing space or overflow plans into construction phasing.
This goes far beyond “AI for space planning” and into AI for business alignment.
From Insight to Implementation
As AI and workplace analytics continue to reveal deeper insights into how teams use space, we’re finding that traditional, static construction approaches no longer serve our clients’ evolving needs. Instead, we’re partnering more closely with corporate real estate teams to translate these data-driven insights into adaptive delivery strategies. This can take many forms. Sometimes it’s about synchronizing construction timelines with product launch cycles to minimize disruption. In other cases, it’s designing infrastructure that can flex- walls that can shift, zones that can be repurposed- to accommodate hybrid teams whose needs may change quarter by quarter.
In this context, project success isn’t just about delivering on time and on budget. It’s about delivering intelligently, with an eye toward what’s ahead. By staying close to both the data and the day-to-day realities of project execution, we help our clients ensure their spaces aren’t just catching up to the present- but are positioned for the future.