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Marc Benioff presides over a crowd split evenly between diverse human workers and humanoid AI agents, in a stylized vector noir and watercolor scene.

The 30% Threshold: Why Salesforce's AI Work Ratio Changes Everything

The 30% threshold isn't just an efficiency target—it fundamentally redefines human purpose in the workplace.
Magnus Hedemark 26 Jun 2025
Billionaires count cash as laid-off tech workers mourn; towering AI figures loom above, indifferent, in a dark, watercolor-vector landscape.

Salesforce, Shopify, Wells Fargo: The Complex Reality of AI Transformation Leadership

This nuanced analysis examines how three industry leaders achieved systematic AI transformation success while implementing substantial workforce reductions, revealing the complex tensions between technical excellence and workforce displacement in large-scale organizational change.
Magnus Hedemark 24 Jun 2025

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