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Knowledge Challenge

A friend thinks you can answer this question about AI Build vs Buy

Your retail company is evaluating an AI product-recommendation engine. Vendors like Algolia and Constructor cost ~$300K/year. Engineering proposes building one for $1.2M Year-1, $400K Year-2+, claiming 'we own the IP.' What's your call?