How to measure AI business value across the whole workflow
A faster AI draft may still require extensive review. Measure accepted work, review time, rework, and total cost to understand the business value of AI.
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Notes on AI, technology and adoption.
AI Ambition Is Not AI Readiness: What Organizations Should Check First
An organization can be eager to invest in AI and still be unprepared to use it responsibly. This article separates AI ambition from AI readiness and outlines the strategy, data, people, process, and governance questions to ask before implementation.
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ReadThe Difference Isn’t the Tool
Why do people using the same AI tools get completely different results? Because the real difference often lies not in the tool itself, but in how people experiment, learn together, and think with it. For organizations, the crucial question isn’t “Which model should we buy?” but “Do our people know how to think with this technology?”
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