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< Research Reports 22 Oct, 2026

Wearable Intelligent Process and Time Diagnostic Analysis

About the Author

Heart Yang is the Founder & CTO of GHE Solution INC and a pioneer in logistics tech transformations. Formerly Chief Advisor to Asia’s leading parcel networks (SF Express, ZTO, Yunda).

An EB-1A grounded in Schumpeterian and Drucker management theory and Christensen’s disruptive theory, Heart spent 16+ months on the front lines as a hired driver and sorter across UPS, Amazon Prime, FedEx to solve physical-world delivery friction from first principles. Heart Yang | LinkedIn

  • High Operational Overhead: Analysts must manage multiple physical devices concurrently, compromising safety and measurement precision in fast-moving environments.
  • Hawthorne Effect & Distraction: Conspicuous paper logging alters worker behavior, recording artificial speed rather than natural baseline productivity.
  • Manual Data Entry Bottlenecks: Transcribing paper logs into spreadsheet models requires significant post-study hours, introducing calculation errors and delaying executive reporting.