Author
Antoine Buteau

Antoine Buteau

From Productivity to Throughput Series #6: Quality-Adjusted Throughput

Raw throughput metrics are often misleading unless you account for the actual quality of the work produced.

From Productivity to Throughput Series #5: AI Moves the Constraint

When a successful AI intervention creates a new problem, it means the constraint has moved, not that the intervention failed.

From Productivity to Throughput Series #7: Decision Throughput

Many workflows stall not because people struggle to produce work, but because decisions simply don't happen.

From Productivity to Throughput Series #9: Measuring AI Throughput

Measuring AI throughput requires a better unit of analysis, not a giant dashboard.

From Productivity to Throughput Series #8: Learning Throughput

The most valuable AI work improves your future judgment rather than simply making today's tasks faster.

The AI Control Plane Series #1: Why AI Needs a Control Plane

Most AI programs begin as a collection of isolated tools while different departments build their own copilots, bots, and AI features.

From Productivity to Throughput Series #10: The AI Throughput Audit

An AI throughput audit answers one plain question: did AI actually make your system faster and better, or just busier?

The AI Control Plane Series #4: Model Routing and Capability Tiers

Most companies start by choosing a specific AI model, but they should ultimately build a routing policy to manage different capability tiers.
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