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← The Sylla journal Insights · 5 min read

Why traditional L&D can’t scale personalization

Dana Weiss · Sep 2026

Most personalization in learning today is segmentation: a path for sales, a path for managers, a path for new hires. It is the most a human team can maintain.

Context is the bottleneck

To personalize for a person, you need to know their role, experience, goals, team and performance, and you need to keep that knowledge current.

Where AI fits

Sylla’s Hyper-Personalization Engine keeps that context alive and uses it to choose the next best action for each employee, every day.

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