Tight Margins

Tight Margins

Management Migrates, It Doesn't Die

How AI Moves Management From Org Charts to System Architectures; Understanding AI’s Asymmetric Transformation of Work, and a Playbook for Crossing Over

Ashwinikumar Patil's avatar
Ashwinikumar Patil
Feb 12, 2026
∙ Paid

I. Introduction - The Asymmetric Transformation

The popular narrative about artificial intelligence and work is seductively simple: AI eliminates jobs. Roles that can be automated will be automated, and the humans who held them will need to find something else to do. This framing dominates policy debates, corporate strategy decks, and anxious dinner-tabl…

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