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Last updated: April 8, 2026, 11:30 AM ET

ML Systems & Analytics

Researchers are advancing transparency in marketing analytics by designing systems that integrate open-source Bayesian MMM with generative AI tools, offering vendor-independent insights previously locked behind proprietary platforms. This approach aims to provide more accessible, auditable models for deriving marketing effectiveness metrics across large enterprises.