Competencies

The Gist Vendor AI won. The 2022 prediction that marketers would embrace open-source ML frameworks never materialized. Instead, vendors embedded ML directly into platforms like Power BI and Tableau, eliminating the need for custom model building. Autonomous AI agents became the real trend. Price optimization, segmentation, and campaign automation evolved from predictive models into autonomous…