Enterprise AI Productivity Gains Hinge on Workflow Redesign, Not Just Tech

vasuman · x · 2026-08-09

AI productivity gains will vary wildly, and the real challenge lies in fundamentally changing workflows to support agents. However, most employees won't or can't naturally adapt to this complexity.

Thus, large-scale automation will come from invisible agents embedded directly into existing systems of record, handling repetitive processes in the background without requiring human prompts or altering user behavior.

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