The Zombie Productivity Metric Trap: How Mythical Efficiency Claims Drive Tech Procurement and Premature Corporate Restructuring

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In enterprise technology sales and internal corporate budgeting, vendors and executives rely on outdated, unverified, or mythological productivity metrics—such as zombie statistics about wasted employee time or delusions of "10x" AI output—to provide social cover and justify high-stakes purchasing decisions. Because these simplified, high-concept claims ignore the messy, friction-filled reality of actual workflows, organizations that buy software or downsize staff based on them invariably trigger severe operational bottlenecks, runaway costs, and labor friction when the promised efficiency gains fail to materialize.

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