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AI and machine learning are changing the way users shop by powering personalized product recommendations, dynamic pricing, and even predictive shopping lists. For those who have implemented AI/ML in ecommerce apps — what’s the best approach?

Do you recommend building custom algorithms in-house, or are third-party APIs (like TensorFlow or AWS ML services) sufficient for startups? What challenges should businesses expect when introducing personalization features at scale?

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