Machine learning system that automatically categorizes time entries based on application usage, file access patterns, email recipients, and calendar events, reducing manual categorization burden and improving data consistency through intelligent pattern recognition.
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AI automatic time categorization uses machine learning to analyze work activities and automatically assign them to appropriate projects, clients, and categories, learning from user corrections to improve accuracy over time.