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As a senior software-engineering in edtech, how do you handle circular economy models from a measuring-roi perspective? incorporating "subscription fatigue management".

What are the practical steps for beta testing programs that a director data-science in personal-loans fintech should take for vendor-evaluation? specifically for Shopify users.