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Automation

An illustration of a greenhouse with a glass partition separating wild vines from neatly organized saplings, representing controlled environments.

5 min read

The Zero Percent Churn Problem: Guardrails for AI Agents

Imagine an association executive handing a massive problem over to a new technology. The organization is facing a retention crisis, so the executive...

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Illustration of a watchmaker placing a single gear into a mechanical watch

5 min read

Stop Automating Everything: The Case for Narrow AI Workflows

There is a strong temptation to hand the keys over to the machine. When organizations start experimenting with artificial intelligence, the vision...

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A humanoid robot with a neutral, slightly bored expression scans receipts at a desk with a small blue-lit scanner, coffee mug, and desk plant in a bright office.

5 min read

Why "Boring AI" Wins: The Early Mover Advantage for Associations

AI can generate photorealistic videos. Write entire novels. Pass the bar exam. These capabilities make headlines and dominate conference keynotes....

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