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How difficult is it to integrate AI into an existing product?
We already have a working software platform and want to add AI features such as recommendations and predictive analytics. Is it usually complicated to integrate machine learning models into existing systems?
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Integrating AI into an existing system is possible, but it requires careful planning. Most companies implement machine learning models as separate services connected through APIs. This architecture allows teams to experiment with models without affecting the main product. Such approaches are common in projects that combine artificial intelligence and science methodologies.