Analyze

Why curriculum goes stale the day it ships

Courses stop matching the product the moment you publish them. Here is how a live analysis loop catches the drift before your learners do.

By Seth LuersenOct 5, 20261 min readWith Sift

Courses stop matching the product the moment you publish them. Here is how a live analysis loop catches the drift before your learners do.

Drift starts on day one

Most teams treat a review as an event. They schedule an audit every six months and fix what they find. Between audits, drift compounds.

What a live loop watches

Release notes, support tickets, and the questions learners actually ask.

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