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This post summarizes our takeaways while working on the Framed predictive analytics product. We were surprised to find the high number of companies who had incomplete analytics instrumentation (90% of companies were missing something crucial) and couldn't measure important things like churn.

We wanted to make sure the post was not just insightful, but actionable. Happy to hear feedback from the community on wins and challenges around churn and analytics.

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