Which retail analytics innovation was first implemented by a major scientific equipment retailer before becoming standard practice across other retail sectors?

In the highly competitive scientific equipment retail sector, data-driven decision making has transformed how inventory is managed and customer needs are anticipated. Major science retailers have pioneered innovative analytics approaches that have since been adopted across other industries. This poll tests your knowledge of how retail analytics specifically changed the scientific equipment marketplace.

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Predictive maintenance inventory management using machine learning to forecast when research labs would need replacement parts
RFID-based inventory tracking systems for high-value laboratory equipment
Personalized recommendation engines based on previous scientific publication history
Real-time pricing adjustments based on academic funding cycles and grant deadlines