Author

Antoine Buteau

May 10, 2026 3 min read Free

Work Design for the AI Era Series #8: Accountability Cannot Be Automated Away

While AI can produce work, it cannot carry accountability for the results.

May 10, 2026 3 min read Free

Work Design for the AI Era Series #7: Redesign the Role, Not Just the Task

When AI changes a specific task, you often need to redesign the entire role built around it.

May 10, 2026 3 min read Free

Work Design for the AI Era Series #9: Managers Become Work System Designers

Managers can no longer rely on tracking status and must learn to design work systems.

May 10, 2026 3 min read Free

Work Design for the AI Era Series #10: The AI Work Design Audit

An AI work design audit reveals whether artificial intelligence actually improved how work happens or just got grafted onto your old systems.

May 10, 2026 2 min read Free

From Productivity to Throughput Series #1: The Time-Saved Trap

AI programs love the time-saved metric because multiplying those hours by salary makes the spreadsheet look good.

May 10, 2026 3 min read Free

From Productivity to Throughput Series #2: Local Productivity Is Not System Throughput

Individual efficiency feels good when tasks take minutes instead of hours, but local productivity does not equal overall system throughput.

May 10, 2026 2 min read Free

From Productivity to Throughput Series #4: Find the Bottleneck Before You Automate

Focusing on the easiest demo is the worst way to start an AI program because it ignores your actual bottlenecks.

May 10, 2026 3 min read Free

From Productivity to Throughput Series #3: Output Volume Can Lower Throughput

Cheap AI output seems beneficial until the sheer volume overwhelms the systems tasked with processing it.

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