When does machine learning make sense for a business?
Machine learning pays off especially for processes with high repetition rates and clear structure. When many similar decisions need to be made and large amounts of data are generated, an AI model can handle these tasks faster, more consistently, and at scale.
Machine learning becomes particularly cost-effective when a process has high value creation and automation can reduce time, costs, or errors. The higher the volume and the clearer the problem, the greater the impact.
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