AI Office Space Planning

The Problem

Optimize office layouts amid shifting workplace demand

Organizations face these key challenges:

1

Low visibility into true utilization by day, team, and space type, leading to chronic over- or under-leasing

2

Slow, expensive iteration of test-fits and restacks that delays lease renewals, expansions, and consolidations

3

Difficulty balancing code/ADA/egress and building system constraints with tenant experience goals (collaboration, privacy, amenities)

Impact When Solved

10–25% space reduction via right-sizing and scenario planning50–80% faster planning cycles (weeks to days) for test-fits/restacks15–30% utilization lift and measurable occupancy cost-per-employee reduction

The Shift

Before AI~85% Manual

Human Does

  • Review every case manually
  • Handle requests one by one
  • Make decisions on each item
  • Document and track progress

Automation

  • Basic routing only
With AI~75% Automated

Human Does

  • Review edge cases
  • Final approvals
  • Strategic oversight

AI Handles

  • Automate routine processing
  • Classify and route instantly
  • Analyze at scale
  • Operate 24/7

Real-World Use Cases

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