AI Didn’t Replace People. It Changed Who Belongs at Work

The Shopify AI Mandate

• 💡 In April 2025, Shopify's "hire AI before humans" memo functioned as a selection and organizational design mechanism, not merely a productivity move.
• 🚀 It formalized years of prior investment in AI infrastructure and cultural norms, including AI coding tools and broad internal access.
• 🎯 Shopify's high-leverage software platform model provided the incentives and room to invest early in AI-mediated workflows.

Reshaping Talent and Expectations

• 🧠 The memo operated under a "Red Queen dynamic," where individuals must constantly improve to remain relevant, with AI becoming the new mechanism for keeping pace.
• ✅ It reshaped Shopify's talent filter, attracting those excited by experimentation and constant learning, while serving as a warning to those seeking stability.
• 📈 This led to a U-shaped talent distribution, favoring highly leveraged seniors and AI-native juniors, which created pressure on mid-level roles.

Pressure on Mid-Level Roles

• ⚠️ Mid-level roles are squeezed due to the end of zero interest rate policy (making capital expensive) and AI's ability to reduce coordination costs.
• 📊 AI arrived during an economic correction, accelerating existing restructuring rather than being its sole cause.
• 📉 Layoffs disproportionately affected middle-level management and coordination-heavy roles, as tasks like status reporting became increasingly automated.

AI's Impact on Organizational Design

• 🔑 The true power of AI lies in coordination, which flattens organizational layers and pressures roles built around task routing and status aggregation.
• 🔄 The