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PreprintCC BY 4.0Zenodo

Field service parts inventory staleness: AI dispatch first-time fix vs idle time 5 minutes

Abstract

Wait up to five minutes only if stale-parts probability times second-trip cost exceeds five minutes of idle cost; otherwise dispatch now and verify en route.

Independent technical note mirroring the canonical version: https://technician.dev/blog/field-service-parts-inventory-staleness-ai-dispatch-first-time-fix-vs-idle-time-5-minutes.php

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BibTeX
@misc{pierce2026field,
  title = {{Field service parts inventory staleness: AI dispatch first-time fix vs idle time 5 minutes}},
  author = {Chase Pierce},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23427900},
  url = {https://zenodo.org/records/23427900},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Field service parts inventory staleness: AI dispatch first-time fix vs idle time 5 minutes
AU  - Chase Pierce
PY  - 2026
DA  - 2026/10/16
PB  - Zenodo
DO  - 10.5281/zenodo.23427900
UR  - https://zenodo.org/records/23427900
AB  - Wait up to five minutes only if stale-parts probability times second-trip cost exceeds five minutes of idle cost; otherwise dispatch now and verify en route.  Independent technical note mirroring the canonical version: https://technician.dev/blog/field-service-parts-inventory-staleness-ai-dispatch-first-time-fix-vs-idle-time-5-minutes.php
ER  -