Whether an office's desks, meeting rooms and shared machines are enough depends not only on the number of staff but on how many come in, how the rooms are used and when lunch starts. Here are five examples an AI simulated in earlier articles for a 64-desk office with the tool it calls over MCP (sweep_process_parameters).

1. By the set-up

ExampleSet-upWhat is measuredResult
Hot desking (64 desks, 60% coming in)92 staffDays someone found no desk (of 50)0 days
Hot desking (64 desks, 60% coming in)106 staffDays someone found no desk (of 50)25 days
Hot desking (64 desks, 60% coming in)114 staffDays someone found no desk (of 50)40 days
Three meeting rooms (a day, mean of 20 runs)As nowMeetings that found no room11.9 meetings
Three meeting rooms (a day, mean of 20 runs)One-person calls kept out of the roomsMeetings that found no room10.6 meetings
Three meeting rooms (a day, mean of 20 runs)A movable partition in room AMeetings that found no room9.8 meetings
Three meeting rooms (a day, mean of 20 runs)All three (calls, an hour's limit, the partition) and four phone boothsMeetings that found no room6.1 meetings
Printers (each printing once an hour, mean of 20 runs)OneWaiting at the printer (mean)13.3 minutes
Printers (each printing once an hour, mean of 20 runs)TwoWaiting at the printer (mean)0.4 minutes
One microwave (40% heating a lunch, mean of 20 runs)All at 12:00Waiting for the microwave (mean)20.4 minutes
One microwave (40% heating a lunch, mean of 20 runs)Two halves, 30 minutes apartWaiting for the microwave (mean)9.3 minutes
Two lift cars at lunch (half going out, mean of 20 runs)Everyone at 12:00Down (mean)4.2 minutes
Two lift cars at lunch (half going out, mean of 20 runs)StaggeredDown (mean)1.6 minutes
The days in 50 someone found no desk, for each number of staff
64 desks, 60% coming in, 84 to 120 staff

2. What they show

  • Enough on average still runs short on some days. With 64 hot desks and 60% of staff coming in, the average attendance fits up to 106 staff (106 × 0.6 = 63.6), but with 106 staff someone finds no desk on 25 of 50 days. With 92 staff, no day runs short.
  • Cut the meetings without a room by changing how the rooms are used. Keeping one-person calls out of the rooms cuts the meetings with no room from 11.9 to 10.6, splitting room A cuts them to 9.8, and all the changes with phone booths to 6.1.
  • At lunch, staggering does about what more machines do. One microwave's wait of 20.4 minutes with everyone at 12:00 falls to 9.3 minutes with lunch in two halves; with two lift cars, the 4.2 minutes down falls to 1.6 staggered. A second printer cuts the wait from 13.3 minutes to 0.4.

3. The articles

4. How to ask an AI

If this office (as drawn, 64 desks) goes to hot desking with 60% coming in, compare how many of 50 days someone finds no desk for different numbers of staff.

5. What this does not cover

  • The share coming in, the meetings and how long they last, and the times to print, heat food and ride the lifts are each article's assumptions. Replace them with your own office's entry and booking records.