---
title: "Billion-dollar decisions, zero data: the RTO problem AI is solving."
description: Companies are still making billion-dollar real estate bets on guesswork. AI is exposing the waste and rewriting the rules of CRE. Are you ready?
---

[LiquidSpace - Resources](https://resources.liquidspace.com)

# [Billion-dollar decisions, zero data: the RTO problem AI is solving.](https://resources.liquidspace.com/rto-problem-ai-is-solving)

 Written by [David White](https://resources.liquidspace.com/author/david-white) | Apr 7, 2025 5:30:00 PM

Every major business function—finance, operations, marketing—should embrace AI for smarter decision-making.

But corporate real estate? It's still stuck in a reactive, lease-driven cycle that ignores the fundamental shift in how people use office space.

**Here's the reality:**

- Pre-pandemic space planning models no longer apply.
- Employees aren't using offices the way portfolios were designed.
- RTO mandates haven't solved underutilization or inefficiency.

So why are companies still making long-term real estate decisions based on gut instinct instead of real-time data?

 

### **The CRE data deficit.**

Most CRE leaders still rely on spreadsheets, outdated systems, and manual surveys to track office space. That's not a tech stack—it's a liability.

Without real-time utilization insights, companies risk:

- **Overspending on unused space**—footing the bill for square footage that sits empty most of the time.
- **Rigid lease commitments**—trapped in long-term contracts that don't reflect actual workforce behavior.
- **A misalignment between cost and value**—offices measured by occupancy, not business impact.

This outdated approach isn't just expensive—it's a competitive disadvantage.

**Ready to eliminate guesswork from your real estate strategy?**

RTO: making it work—a strategic guide—outlines a powerful workplace optimization framework to build flexible, future-ready models.

**👉[Download the Guide](https://resources.liquidspace.com/return-to-office-guide?utm_campaign=11399287-RTO%20-%20Content%20Campaign&utm_source=blog-post&utm_medium=billion-dollar-decisions)**

 

### **What a lease can't tell you.**

Leases are rigid. AI is not.

AI-powered workplace intelligence tools like [**Portfolio Manager AI**](https://liquidspace.com/portfolio-manager-ai) help companies dynamically optimize their office strategy. Instead of reacting to inefficiencies after they become problems, AI enables proactive decision-making.

**AI can help you:**

- **Simulate different portfolio scenarios -** Forecast cost savings and employee usage before making a commitment.
- **Detect inefficiencies in real-time -** Identify underutilized space and recommend workspace alternatives.
- **Predict demand for space** - Help companies shift from reactive to proactive office space planning.
- **Optimize footprint decisions -** Align real estate investment with workforce behavior and productivity.

Companies leveraging AI aren't just tracking office utilization—they're orchestrating smarter workplace strategies that balance cost, flexibility, and employee experience.

 

### **From passive tracking to intelligent coordination.**

Most workplace tools today operate like an appointment calendar for desks—passive systems that assume employees will manually plan their office visits. But that's not how hybrid work happens.

**What's needed instead:**

- **AI-driven coordination -** Suggesting optimal office days and locations based on whenteams are in.
- **Workplace experience tools -** Matching employees to spaces designed for their tasks.
- **A fully connected ecosystem -** Where Slack, Teams, calendars, and booking tools like**[Team Connect](https://liquidspace.com/team-connect)**<https://liquidspace.com/team-connect>work together to make collaboration seamless instead of chaotic.

Companies that get this right won't just save millions—they'll create an office experience that people actually want to use.

 

### **The future of CRE: data or disaster?**

The smartest companies aren't downsizing reactively—they're restructuring their entire approach to workspace strategy.

**The new playbook:**

- **Replace long-term leases with agile contracts.** Companies are opting for managed offices, on-demand spaces, and shorter lease terms that provide built-in flexibility.
- **Use AI-driven portfolio optimization.** No more gut instinct—real-time data reveals actual space usage, ensuring cost-efficiency and workforce alignment.
- **Shift from cost per square foot to cost per employee.** The most valuable offices won't be the biggest—they'll be the ones that drive productivity, innovation, and collaboration.

Companies that adapt fastest will gain a competitive edge—not just in cost reduction, but in talent retention, business agility, and long-term growth.

**Ready to make smarter RTO decisions?**

The smartest companies aren't just cutting costs—they're reinventing their real estate strategies.

👉** [Talk with a workplace planning expert](https://go.liquidspace.com/workplace-planning-strategy?utm_campaign=11399287-RTO%20-%20Content%20Campaign&utm_source=blog-post&utm_medium=billion-dollar-decisions)**to explore how agile contracts and AI-driven optimization can future-proof your real estate.

[View full post](https://resources.liquidspace.com/rto-problem-ai-is-solving)

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