Enterprise level AI could either use discriminative AI or generative AI. Discriminative AI focuses on data classification. It undertakes customer sentiment analysis, fraud detection or automation. Here classification accuracy is crucial. Discriminative AI enhances operational efficiency and decision making.
Generative AI creates new content. It also does predictive simulations. It can generate new text, image or music. It facilitates innovation and can engage customers.
While using AI, a business defines its goals. It assesses data availability. It assesses need for accuracy. It considers resource constraints. It has to be cost effective. It should have flexibility.
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