
Your Company Wants AI Productivity Without Redesigning the Work
AI wrote the draft in thirty seconds. Who counted the afternoon spent checking it? Chris follows a hypothetical proposal from request to accepted result to expose the difference between a fast demo and a better workflow. The useful measure includes verification, corrections, approvals and the people downstream. Sometimes AI saves time. Sometimes it improves quality instead. Sometimes it adds a second job. A serious test can tell those outcomes apart.
Using Gallup's October 6, 2026 findings as context, Chris explains why reported speed and quality are different measures, and gives managers one…
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