Which IoT technology has revolutionized scientific equipment retail by enabling predictive maintenance alerts before laboratory equipment fails?

The intersection of science and retail has created revolutionary ways to track inventory, analyze customer behavior, and optimize store operations. Internet of Things (IoT) technology has transformed how scientific retailers manage their specialized inventory and create data-driven strategies. This poll tests your knowledge about cutting-edge IoT applications specifically in scientific retail environments, from laboratory supply stores to specialized equipment vendors that serve the scientific community.

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RFID-enabled smart shelving that tracks reagent expiration dates
Vibration and temperature sensors with machine learning algorithms that detect anomalies in equipment performance patterns
NFC payment systems that track scientific consumable purchases
Facial recognition systems that identify returning laboratory managers