Loss of identity during harsh manufacturing stages like annealing and zinc spraying. Maintaining data integrity across the production lifecycle prevents process failures and inventory errors.

Vulnerabilities in chip-level identity verification allow for malicious device impersonation and cloning. Establishing immutable hardware signatures prevents security breaches in interconnected systems.