Tag

ai roi

ai-throughput 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.

ai-throughput 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.

ai-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.

ai-throughput 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.

ai-throughput May 10, 2026 2 min read Free

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.

ai-throughput May 10, 2026 2 min read Free

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.

ai-throughput May 10, 2026 2 min read Free

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.

ai-throughput May 10, 2026 2 min read Free

From Productivity to Throughput Series #9: Measuring AI Throughput

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

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