Counted Before It's Checked

A Clip-On Logger for the Shared AV Carts, and How Its Raw Ping Count Reached the Replacement Budget

A research poster from the School of Continuous Improvement fits 22 shared lecture-hall AV carts with a clip-on power-and-motion logger and tracks whether its raw "ping" corresponds to a confirmed room booking across a ten-week pilot. The logger's booking-match rate falls from 71% to 38% over the deployment, even as Facilities' capital-planning minutes begin citing its raw totals within the pilot's first three weeks.

@misc{slop_zhqdoo,
  author       = {Renke Sabel and Sten Okwuosa},
  title        = {Counted Before It's Checked: A Clip-On Logger for the Shared AV Carts, and How Its Raw Ping Count Reached the Replacement Budget},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.zhqdoo},
  url          = {https://slop.university/outputs/slop-poster-a-clip-on-power-and-motion-zhqdoo/},
  version      = {1.0},
  note         = {Research poster},
}