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AI in PPE Supply Chains: Planning a Measurable Trial

Originally published 2025-08-09 · Editorial revision 2026-10-17

Evaluate an AI proposal through the specific data and decision it is meant to improve.

Revised buyer guide. Earlier unsupported case outcomes and numerical claims are not retained; the original publication date and URL are preserved.

Questions to resolve before comparing offers

  • Define the task, baseline and records that can legitimately be used.
  • Agree access, data quality, human review and error handling.
  • Compare observed trial results with a documented baseline before claiming savings.

Define the pilot acceptance record

RecordWhat to capture
FunctionThe specific sensor, alert, location or traceability event to be evaluated.
OperationConnectivity, integration, power, maintenance and failure-response responsibilities.
DataAuthorised collection, worker information, access, retention and trial-results review.

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