Office Manager
Managing space planning and office moves
What You Do Today
Plan office layouts, manage desk assignments, coordinate moves when teams grow or restructure, and make the physical space work for how people actually need to work.
AI That Applies
AI models space utilization from badge data and booking patterns, optimizes layouts for collaboration, and generates move logistics plans.
Technologies
How It Works
The system ingests badge data and booking patterns as its primary data source. The analytics engine aggregates data across sources, applies statistical analysis to identify significant patterns and outliers, and presents the results through visualizations that highlight what needs attention. The output — move logistics plans — surfaces in the existing workflow where the practitioner can review and act on it.
What Changes
Space planning is informed by actual usage data. You see which areas are over/underutilized and can make data-driven layout decisions.
What Stays
Understanding the human dynamics of space — who needs to sit near whom, what the political implications of moves are, and how to make a space feel right.
What To Do Next
This section won't tell you what your numbers should be. It will show you how to find them yourself. Every instruction below produces a real, verifiable result in your organization. No benchmarks, no projections — just the steps to build your own evidence.
Establish Your Baseline
Know where you are before you move
Before adopting AI tools for managing space planning and office moves, understand your current state.
Without a baseline, you can't measure whether AI actually improved anything. You'll adopt tools without knowing if they're working.
Define Your Measures
What to track and how to calculate it
Time per cycle
How to calculate
Measure how long managing space planning and office moves takes end-to-end today, then after AI adoption.
Why it matters
The most visible improvement is speed. If AI doesn't save time, question whether it's adding value.
Quality of output
How to calculate
Track error rates, rework frequency, or stakeholder satisfaction scores before and after.
Why it matters
Speed without quality is just faster mistakes. Measure both.
Start These Conversations
Who to talk to and what to ask
your VP Operations or COO
“What's our current capability gap in managing space planning and office moves — and is it a people problem, a tools problem, or a process problem?”
They're prioritizing which operational processes to automate
your process improvement or lean lead
“How would we know if AI actually improved managing space planning and office moves — what would we measure before and after?”
They understand the workflow dependencies that AI tools need to respect
Check Your Prerequisites
Confirm readiness before you invest
Check items as you confirm them.