Subscription Growth Analysis — Business
Dylan Swiatek
Subscription Growth Analysis — Business Data to Decision Intelligence
A synthetic-data demonstration showing how I turn business KPIs into a clear commercial decision.
The analysis reconciles revenue growth, subscriber growth, churn, customer acquisition cost and fulfilment reliability to show why top-line growth alone can be misleading.
The recommendation: hold further acquisition spend, improve retention and fulfilment first, then retest acquisition efficiency.
Prepared as a SwayBorne demonstration using a synthetic business dataset; not a real client engagement.
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Posted Sep 1, 2026
Subscription Growth Analysis — Business Data to Decision Intelligence A synthetic-data demonstration showing how I turn business KPIs into a clear commercial...
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